doc: add EFD library section in programmers guide
authorPablo de Lara <pablo.de.lara.guarch@intel.com>
Tue, 17 Jan 2017 22:23:55 +0000 (22:23 +0000)
committerThomas Monjalon <thomas.monjalon@6wind.com>
Wed, 18 Jan 2017 19:55:25 +0000 (20:55 +0100)
Signed-off-by: Sameh Gobriel <sameh.gobriel@intel.com>
Acked-by: Christian Maciocco <christian.maciocco@intel.com>
16 files changed:
MAINTAINERS
doc/guides/prog_guide/efd_lib.rst [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i1.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i10.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i11.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i12.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i2.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i3.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i4.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i5.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i6.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i7.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i8.svg [new file with mode: 0644]
doc/guides/prog_guide/img/efd_i9.svg [new file with mode: 0644]
doc/guides/prog_guide/index.rst
doc/guides/rel_notes/release_17_02.rst

index 6341709..bedcea9 100644 (file)
@@ -543,6 +543,7 @@ EFD
 M: Byron Marohn <byron.marohn@intel.com>
 M: Pablo de Lara Guarch <pablo.de.lara.guarch@intel.com>
 F: lib/librte_efd/
+F: doc/guides/prog_guide/efd_lib.rst
 F: app/test/test_efd*
 F: examples/flow_distributor/
 
diff --git a/doc/guides/prog_guide/efd_lib.rst b/doc/guides/prog_guide/efd_lib.rst
new file mode 100644 (file)
index 0000000..5b8e4e3
--- /dev/null
@@ -0,0 +1,440 @@
+..  BSD LICENSE
+    Copyright(c) 2016-2017 Intel Corporation. All rights reserved.
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions
+    are met:
+
+    * Redistributions of source code must retain the above copyright
+    notice, this list of conditions and the following disclaimer.
+    * Redistributions in binary form must reproduce the above copyright
+    notice, this list of conditions and the following disclaimer in
+    the documentation and/or other materials provided with the
+    distribution.
+    * Neither the name of Intel Corporation nor the names of its
+    contributors may be used to endorse or promote products derived
+    from this software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+    "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+    LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+    A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+    OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+    SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
+    LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+    DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
+    THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+    (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+    OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+.. _Efd_Library:
+
+Elastic Flow Distributor Library
+================================
+
+Introduction
+------------
+
+In Data Centers today, clustering and scheduling of distributed workloads
+is a very common task. Many workloads require a deterministic
+partitioning of a flat key space among a cluster of machines. When a
+packet enters the cluster, the ingress node will direct the packet to
+its handling node. For example, data-centers with disaggregated storage
+use storage metadata tables to forward I/O requests to the correct back end
+storage cluster, stateful packet inspection will use match incoming
+flows to signatures in flow tables to send incoming packets to their
+intended deep packet inspection (DPI) devices, and so on.
+
+EFD is a distributor library that uses perfect hashing to determine a
+target/value for a given incoming flow key. It has the following
+advantages: first, because it uses perfect hashing it does not store the
+key itself and hence lookup performance is not dependent on the key
+size. Second, the target/value can be any arbitrary value hence the
+system designer and/or operator can better optimize service rates and
+inter-cluster network traffic locating. Third, since the storage
+requirement is much smaller than a hash-based flow table (i.e. better
+fit for CPU cache), EFD can scale to millions of flow keys. Finally,
+with the current optimized library implementation, performance is fully
+scalable with any number of CPU cores.
+
+Flow Based Distribution
+-----------------------
+
+Computation Based Schemes
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+Flow distribution and/or load balancing can be simply done using a
+stateless computation, for instance using round-robin or a simple
+computation based on the flow key as an input. For example, a hash
+function can be used to direct a certain flow to a target based on
+the flow key (e.g. ``h(key) mod n``) where h(key) is the hash value of the
+flow key and n is the number of possible targets.
+
+.. _figure_efd1:
+
+.. figure:: img/efd_i1.*
+
+  Load Balancing Using Front End Node
+
+In this scheme (:numref:`figure_efd1`), the front end server/distributor/load balancer
+extracts the flow key from the input packet and applies a computation to determine where
+this flow should be directed. Intuitively, this scheme is very simple
+and requires no state to be kept at the front end node, and hence,
+storage requirements are minimum.
+
+.. _figure_efd2:
+
+.. figure:: img/efd_i2.*
+
+  Consistent Hashing
+
+A widely used flow distributor that belongs to the same category of
+computation-based schemes is ``consistent hashing``, shown in :numref:`figure_efd2`.
+Target destinations (shown in red) are hashed into the same space as the flow
+keys (shown in blue), and keys are mapped to the nearest target in a clockwise
+fashion. Dynamically adding and removing targets with consistent hashing
+requires only K/n keys to be remapped on average, where K is the number of
+keys, and n is the number of targets. In contrast, in a traditional hash-based
+scheme, a change in the number of targets causes nearly all keys to be
+remapped.
+
+Although computation-based schemes are simple and need very little
+storage requirement, they suffer from the drawback that the system
+designer/operator can’t fully control the target to assign a specific
+key, as this is dictated by the hash function.
+Deterministically co-locating of keys together (for example, to minimize
+inter-server traffic or to optimize for network traffic conditions,
+target load, etc.) is simply not possible.
+
+Flow-Table Based Schemes
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+When using a Flow-Table based scheme to handle flow distribution/load
+balancing, in contrast with computation-based schemes, the system designer
+has the flexibility of assigning a given flow to any given
+target. The flow table (e.g. DPDK RTE Hash Library) will simply store
+both the flow key and the target value.
+
+.. _figure_efd3:
+
+.. figure:: img/efd_i3.*
+
+  Table Based Flow Distribution
+
+As shown in :numref:`figure_efd3`, when doing a lookup, the flow-table
+is indexed with the hash of the flow key and the keys (more than one is possible,
+because of hash collision) stored in this index and corresponding values
+are retrieved. The retrieved key(s) is matched with the input flow key
+and if there is a match the value (target id) is returned.
+
+The drawback of using a hash table for flow distribution/load balancing
+is the storage requirement, since the flow table need to store keys,
+signatures and target values. This doesn't allow this scheme to scale to
+millions of flow keys. Large tables will usually not fit in
+the CPU cache, and hence, the lookup performance is degraded because of
+the latency to access the main memory.
+
+EFD Based Scheme
+~~~~~~~~~~~~~~~~
+
+EFD combines the advantages of both flow-table based and computation-based
+schemes. It doesn't require the large storage necessary for
+flow-table based schemes (because EFD doesn't store the key as explained
+below), and it supports any arbitrary value for any given key.
+
+.. _figure_efd4:
+
+.. figure:: img/efd_i4.*
+
+  Searching for Perfect Hash Function
+
+The basic idea of EFD is when a given key is to be inserted, a family of
+hash functions is searched until the correct hash function that maps the
+input key to the correct value is found, as shown in :numref:`figure_efd4`.
+However, rather than explicitly storing all keys and their associated values,
+EFD stores only indices of hash functions that map keys to values, and
+thereby consumes much less space than conventional flow-based tables.
+The lookup operation is very simple, similar to a computational-based
+scheme: given an input key the lookup operation is reduced to hashing
+that key with the correct hash function.
+
+.. _figure_efd5:
+
+.. figure:: img/efd_i5.*
+
+  Divide and Conquer for Millions of Keys
+
+Intuitively, finding a hash function that maps each of a large number
+(millions) of input keys to the correct output value is effectively
+impossible, as a result EFD, as shown in :numref:`figure_efd5`,
+breaks the problem into smaller pieces (divide and conquer).
+EFD divides the entire input key set into many small groups.
+Each group consists of approximately 20-28 keys (a configurable parameter
+for the library), then, for each small group, a brute force search to find
+a hash function that produces the correct outputs for each key in the group.
+
+It should be mentioned that, since the online lookup table for EFD
+doesn't store the key itself, the size of the EFD table is independent
+of the key size and hence EFD lookup performance which is almost
+constant irrespective of the length of the key which is a highly
+desirable feature especially for longer keys.
+
+In summary, EFD is a set separation data structure that supports millions of
+keys. It is used to distribute a given key to an intended target. By itself
+EFD is not a FIB data structure with an exact match the input flow key.
+
+.. _Efd_example:
+
+Example of EFD Library Usage
+----------------------------
+
+EFD can be used along the data path of many network functions and middleboxes.
+As previously mentioned, it can used as an index table for
+<key,value> pairs, meta-data for objects, a flow-level load balancer, etc.
+:numref:`figure_efd6` shows an example of using EFD as a flow-level load
+balancer, where flows are received at a front end server before being forwarded
+to the target back end server for processing. The system designer would
+deterministically co-locate flows together in order to minimize cross-server
+interaction.
+(For example, flows requesting certain webpage objects are co-located
+together, to minimize forwarding of common objects across servers).
+
+.. _figure_efd6:
+
+.. figure:: img/efd_i6.*
+
+  EFD as a Flow-Level Load Balancer
+
+As shown in :numref:`figure_efd6`, the front end server will have an EFD table that
+stores for each group what is the perfect hash index that satisfies the
+correct output. Because the table size is small and fits in cache (since
+keys are not stored), it sustains a large number of flows (N*X, where N
+is the maximum number of flows served by each back end server of the X
+possible targets).
+
+With an input flow key, the group id is computed (for example, using
+last few bits of CRC hash) and then the EFD table is indexed with the
+group id to retrieve the corresponding hash index to use. Once the index
+is retrieved the key is hashed using this hash function and the result
+will be the intended correct target where this flow is supposed to be
+processed.
+
+It should be noted that as a result of EFD not matching the exact key but
+rather distributing the flows to a target back end node based on the
+perfect hash index, a key that has not been inserted before
+will be distributed to a valid target. Hence, a local table which stores
+the flows served at each node is used and is
+exact matched with the input key to rule out new never seen before
+flows.
+
+.. _Efd_api:
+
+Library API Overview
+--------------------
+
+The EFD library API is created with a very similar semantics of a
+hash-index or a flow table. The application creates an EFD table for a
+given maximum number of flows, a function is called to insert a flow key
+with a specific target value, and another function is used to retrieve
+target values for a given individual flow key or a bulk of keys.
+
+EFD Table Create
+~~~~~~~~~~~~~~~~
+
+The function ``rte_efd_create()`` is used to create and return a pointer
+to an EFD table that is sized to hold up to num_flows key.
+The online version of the EFD table (the one that does
+not store the keys and is used for lookups) will be allocated and
+created in the last level cache (LLC) of the socket defined by the
+online_socket_bitmask, while the offline EFD table (the one that
+stores the keys and is used for key inserts and for computing the
+perfect hashing) is allocated and created in the LLC of the socket
+defined by offline_socket_bitmask. It should be noted, that for
+highest performance the socket id should match that where the thread is
+running, i.e. the online EFD lookup table should be created on the same
+socket as where the lookup thread is running.
+
+EFD Insert and Update
+~~~~~~~~~~~~~~~~~~~~~
+
+The EFD function to insert a key or update a key to a new value is
+``rte_efd_update()``. This function will update an existing key to
+a new value (target) if the key has already been inserted
+before, or will insert the <key,value> pair if this key has not been inserted
+before. It will return 0 upon success. It will return
+``EFD_UPDATE_WARN_GROUP_FULL (1)`` if the operation is insert, and the
+last available space in the key's group was just used. It will return
+``EFD_UPDATE_FAILED (2)`` when the insertion or update has failed (either it
+failed to find a suitable perfect hash or the group was full). The function
+will return ``EFD_UPDATE_NO_CHANGE (3)`` if there is no change to the EFD
+table (i.e, same value already exists).
+
+EFD Lookup
+~~~~~~~~~~
+
+To lookup a certain key in an EFD table, the function ``rte_efd_lookup()``
+is used to return the value associated with single key.
+As previously mentioned, if the key has been inserted, the correct value
+inserted is returned, if the key has not been inserted before,
+a ‘random’ value (based on hashing of the key) is returned.
+For better performance and to decrease the overhead of
+function calls per key, it is always recommended to use a bulk lookup
+function (simultaneous lookup of multiple keys) instead of a single key
+lookup function. ``rte_efd_lookup_bulk()`` is the bulk lookup function,
+that looks up num_keys simultaneously stored in the key_list and the
+corresponding return values will be returned in the value_list.
+
+EFD Delete
+~~~~~~~~~~
+
+To delete a certain key in an EFD table, the function
+``rte_efd_delete()`` can be used. The function returns zero upon success
+when the key has been found and deleted. Socket_id is the parameter to
+use to lookup the existing value, which is ideally the caller's socket id.
+The previous value associated with this key will be returned
+in the prev_value argument.
+
+.. _Efd_internals:
+
+Library Internals
+-----------------
+
+This section provides the brief high-level idea and an overview
+of the library internals to accompany the RFC. The intent of this
+section is to explain to readers the high-level implementation of
+insert, lookup and group rebalancing in the EFD library.
+
+Insert Function Internals
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+As previously mentioned the EFD divides the whole set of keys into
+groups of a manageable size (e.g. 28 keys) and then searches for the
+perfect hash that satisfies the intended target value for each key. EFD
+stores two version of the <key,value> table:
+
+-  Offline Version (in memory): Only used for the insertion/update
+   operation, which is less frequent than the lookup operation. In the
+   offline version the exact keys for each group is stored. When a new
+   key is added, the hash function is updated that will satisfy the
+   value for the new key together with the all old keys already inserted
+   in this group.
+
+-  Online Version (in cache): Used for the frequent lookup operation. In
+   the online version, as previously mentioned, the keys are not stored
+   but rather only the hash index for each group.
+
+.. _figure_efd7:
+
+.. figure:: img/efd_i7.*
+
+  Group Assignment
+
+:numref:`figure_efd7` depicts the group assignment for 7 flow keys as an example.
+Given a flow key, a hash function (in our implementation CRC hash) is
+used to get the group id. As shown in the figure, the groups can be
+unbalanced. (We highlight group rebalancing further below).
+
+.. _figure_efd8:
+
+.. figure:: img/efd_i8.*
+
+  Perfect Hash Search - Assigned Keys & Target Value
+
+Focusing on one group that has four keys, :numref:`figure_efd8` depicts the search
+algorithm to find the perfect hash function. Assuming that the target
+value bit for the keys is as shown in the figure, then the online EFD
+table will store a 16 bit hash index and 16 bit lookup table per group
+per value bit.
+
+.. _figure_efd9:
+
+.. figure:: img/efd_i9.*
+
+  Perfect Hash Search - Satisfy Target Values
+
+For a given keyX, a hash function ``(h(keyX, seed1) + index * h(keyX, seed2))``
+is used to point to certain bit index in the 16bit lookup_table value,
+as shown in :numref:`figure_efd9`.
+The insert function will brute force search for all possible values for the
+hash index until a non conflicting lookup_table is found.
+
+.. _figure_efd10:
+
+.. figure:: img/efd_i10.*
+
+  Finding Hash Index for Conflict Free lookup_table
+
+For example, since both key3 and key7 have a target bit value of 1, it
+is okay if the hash function of both keys point to the same bit in the
+lookup table. A conflict will occur if a hash index is used that maps
+both Key4 and Key7 to the same index in the lookup_table,
+as shown in :numref:`figure_efd10`, since their target value bit are not the same.
+Once a hash index is found that produces a lookup_table with no
+contradictions, this index is stored for this group. This procedure is
+repeated for each bit of target value.
+
+Lookup Function Internals
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The design principle of EFD is that lookups are much more frequent than
+inserts, and hence, EFD's design optimizes for the lookups which are
+faster and much simpler than the slower insert procedure (inserts are
+slow, because of perfect hash search as previously discussed).
+
+.. _figure_efd11:
+
+.. figure:: img/efd_i11.*
+
+  EFD Lookup Operation
+
+:numref:`figure_efd11` depicts the lookup operation for EFD. Given an input key,
+the group id is computed (using CRC hash) and then the hash index for this
+group is retrieved from the EFD table. Using the retrieved hash index,
+the hash function ``h(key, seed1) + index *h(key, seed2)`` is used which will
+result in an index in the lookup_table, the bit corresponding to this
+index will be the target value bit. This procedure is repeated for each
+bit of the target value.
+
+Group Rebalancing Function Internals
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+When discussing EFD inserts and lookups, the discussion is simplified by
+assuming that a group id is simply a result of hash function. However,
+since hashing in general is not perfect and will not always produce a
+uniform output, this simplified assumption will lead to unbalanced
+groups, i.e., some group will have more keys than other groups.
+Typically, and to minimize insert time with an increasing number of keys,
+it is preferable that all groups will have a balanced number of keys, so
+the brute force search for the perfect hash terminates with a valid hash
+index. In order to achieve this target, groups are rebalanced during
+runtime inserts, and keys are moved around from a busy group to a less
+crowded group as the more keys are inserted.
+
+.. _figure_efd12:
+
+.. figure:: img/efd_i12.*
+
+  Runtime Group Rebalancing
+
+:numref:`figure_efd12` depicts the high level idea of group rebalancing, given an
+input key the hash result is split into two parts a chunk id and 8-bit
+bin id. A chunk contains 64 different groups and 256 bins (i.e. for any
+given bin it can map to 4 distinct groups). When a key is inserted, the
+bin id is computed, for example in :numref:`figure_efd12` bin_id=2,
+and since each bin can be mapped to one of four different groups (2 bit storage),
+the four possible mappings are evaluated and the one that will result in a
+balanced key distribution across these four is selected the mapping result
+is stored in these two bits.
+
+
+.. _Efd_references:
+
+References
+-----------
+
+1- EFD is based on collaborative research work between Intel and
+Carnegie Mellon University (CMU), interested readers can refer to the paper
+“Scaling Up Clustered Network Appliances with ScaleBricks;” Dong Zhou et al.
+at SIGCOMM 2015 (`http://conferences.sigcomm.org/sigcomm/2015/pdf/papers/p241.pdf`)
+for more information.
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+                       <v:textRect cx="58.0575" cy="196.509" width="116.12" height="14.3829"/>
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+                       <text x="15.59" y="200.1" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Key3: Value = 1</text>         </g>
+               <g id="shape9-17" v:mID="9" v:groupContext="shape" transform="translate(19.0195,-43.5843)">
+                       <title>Sheet.9</title>
+                       <path d="M0 182.84 C-0 180.53 1.88 178.66 4.19 178.66 L109.15 178.66 C111.46 178.66 113.33 180.53 113.33 182.84 L113.33
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+               <g id="shape10-19" v:mID="10" v:groupContext="shape" transform="translate(19.0195,-43.5843)">
+                       <title>Sheet.10</title>
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+               <g id="shape11-21" v:mID="11" v:groupContext="shape" transform="translate(19.0195,-47.1109)">
+                       <title>Sheet.11</title>
+                       <desc>Key4: Value = 0</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="58.0575" cy="196.509" width="116.12" height="14.3829"/>
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+               <g id="shape12-25" v:mID="12" v:groupContext="shape" transform="translate(19.0195,-19.0195)">
+                       <title>Sheet.12</title>
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+               <g id="shape13-27" v:mID="13" v:groupContext="shape" transform="translate(19.0195,-19.0195)">
+                       <title>Sheet.13</title>
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+               <g id="shape14-29" v:mID="14" v:groupContext="shape" transform="translate(19.0195,-22.5475)">
+                       <title>Sheet.14</title>
+                       <desc>Key7: Value = 1</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
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+               <g id="shape15-33" v:mID="15" v:groupContext="shape" transform="translate(141.656,-45.5615)">
+                       <title>Sheet.15</title>
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+               <g id="shape16-35" v:mID="16" v:groupContext="shape" transform="translate(193.22,-56.0464)">
+                       <title>Sheet.16</title>
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+               <g id="shape17-37" v:mID="17" v:groupContext="shape" transform="translate(193.22,-56.0464)">
+                       <title>Sheet.17</title>
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+               <g id="shape18-39" v:mID="18" v:groupContext="shape" transform="translate(228.157,-66.9545)">
+                       <title>Sheet.18</title>
+                       <desc>F</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="5.63538" cy="197.084" width="11.28" height="13.2327"/>
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+               <g id="shape19-43" v:mID="19" v:groupContext="shape" transform="translate(234.88,-66.9545)">
+                       <title>Sheet.19</title>
+                       <desc>(key,</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="17.261" cy="197.084" width="34.53" height="13.2327"/>
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+                       <text x="5.32" y="200.39" class="st7" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>(key,  </text>         </g>
+               <g id="shape20-47" v:mID="20" v:groupContext="shape" transform="translate(198.215,-53.7734)">
+                       <title>Sheet.20</title>
+                       <desc>hash_index =</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="41.4128" cy="197.084" width="82.83" height="13.2327"/>
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+                       <text x="8.47" y="200.39" class="st7" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>hash_index =  </text>          </g>
+               <g id="shape21-51" v:mID="21" v:groupContext="shape" transform="translate(274.858,-53.7734)">
+                       <title>Sheet.21</title>
+                       <desc>i)</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="5.28241" cy="197.084" width="10.57" height="13.2327"/>
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+                       <text x="2.22" y="200.39" class="st7" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>i)</text>              </g>
+               <g id="shape22-55" v:mID="22" v:groupContext="shape" transform="translate(351.453,-93.7923)">
+                       <title>Sheet.22</title>
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+               <g id="shape23-57" v:mID="23" v:groupContext="shape" transform="translate(351.453,-93.7923)">
+                       <title>Sheet.23</title>
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+               <g id="shape24-59" v:mID="24" v:groupContext="shape" transform="translate(355.798,-97.3147)">
+                       <title>Sheet.24</title>
+                       <desc>Key1: Position 4</desc>
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+               <g id="shape25-63" v:mID="25" v:groupContext="shape" transform="translate(351.453,-68.9879)">
+                       <title>Sheet.25</title>
+                       <path d="M0 182.94 C0 180.65 1.88 178.78 4.17 178.78 L109.18 178.78 C111.47 178.78 113.33 180.65 113.33 182.94 L113.33
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+               <g id="shape26-65" v:mID="26" v:groupContext="shape" transform="translate(351.453,-68.9879)">
+                       <title>Sheet.26</title>
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+               <g id="shape27-67" v:mID="27" v:groupContext="shape" transform="translate(355.798,-72.4921)">
+                       <title>Sheet.27</title>
+                       <desc>Key3: Position 6</desc>
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+               <g id="shape28-71" v:mID="28" v:groupContext="shape" transform="translate(351.453,-44.0636)">
+                       <title>Sheet.28</title>
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+               <g id="shape29-73" v:mID="29" v:groupContext="shape" transform="translate(351.453,-44.0636)">
+                       <title>Sheet.29</title>
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+               <g id="shape30-75" v:mID="30" v:groupContext="shape" transform="translate(351.215,-47.5198)">
+                       <title>Sheet.30</title>
+                       <desc>Key4: Position 14</desc>
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+               <g id="shape31-79" v:mID="31" v:groupContext="shape" transform="translate(351.453,-19.4988)">
+                       <title>Sheet.31</title>
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+               <g id="shape32-81" v:mID="32" v:groupContext="shape" transform="translate(351.453,-19.4988)">
+                       <title>Sheet.32</title>
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+               <g id="shape33-83" v:mID="33" v:groupContext="shape" transform="translate(351.215,-22.9565)">
+                       <title>Sheet.33</title>
+                       <desc>Key7: Position 14</desc>
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+               <g id="shape34-87" v:mID="34" v:groupContext="shape" transform="translate(299.89,-46.0408)">
+                       <title>Sheet.34</title>
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+               </g>
+               <g id="shape35-89" v:mID="35" v:groupContext="shape" transform="translate(528.896,-117.518)">
+                       <title>Sheet.35</title>
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+               <g id="shape36-91" v:mID="36" v:groupContext="shape" transform="translate(528.896,-117.518)">
+                       <title>Sheet.36</title>
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+               <g id="shape37-93" v:mID="37" v:groupContext="shape" transform="translate(530.056,-121.017)">
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+                       <desc>0000</desc>
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+               <g id="shape38-97" v:mID="38" v:groupContext="shape" transform="translate(567.215,-121.017)">
+                       <title>Sheet.38</title>
+                       <desc>0</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
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+                       <text x="2.42" y="200.1" class="st9" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>0</text>                </g>
+               <g id="shape39-101" v:mID="39" v:groupContext="shape" transform="translate(576.215,-121.017)">
+                       <title>Sheet.39</title>
+                       <desc>0</desc>
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+               <g id="shape40-105" v:mID="40" v:groupContext="shape" transform="translate(584.486,-121.017)">
+                       <title>Sheet.40</title>
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+               <g id="shape15-27" v:mID="15" v:groupContext="shape" transform="translate(51.9748,-194.029)">
+                       <title>Sheet.15</title>
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+                       <desc>hash_index =</desc>
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+               <g id="shape22-45" v:mID="22" v:groupContext="shape" transform="translate(76.3001,-71.3719)">
+                       <title>Sheet.22</title>
+                       <desc>38123</desc>
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+               <g id="shape23-49" v:mID="23" v:groupContext="shape" transform="translate(28.2638,-27.048)">
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+                       <title>Sheet.25</title>
+                       <desc>lookup_table =</desc>
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+               <g id="shape26-57" v:mID="26" v:groupContext="shape" transform="translate(28.0195,-28.5506)">
+                       <title>Sheet.26</title>
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+               <g id="shape27-62" v:mID="27" v:groupContext="shape" transform="translate(26.2461,-113.863)">
+                       <title>Sheet.27</title>
+                       <desc>Group ID: 0x0102</desc>
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+                       <text x="7.73" y="305.86" class="st10" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Group ID: 0x0102</text>               </g>
+               <g id="shape28-66" v:mID="28" v:groupContext="shape" transform="translate(42.3703,-135.313)">
+                       <title>Sheet.28</title>
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+               <g id="shape29-68" v:mID="29" v:groupContext="shape" transform="translate(117.645,-244.476)">
+                       <title>Sheet.29</title>
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+               <g id="shape30-70" v:mID="30" v:groupContext="shape" transform="translate(169.209,-251.966)">
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+               <g id="shape31-72" v:mID="31" v:groupContext="shape" transform="translate(169.209,-251.966)">
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+               <g id="shape35-74" v:mID="35" v:groupContext="shape" transform="translate(291.966,-244.476)">
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+               <g id="shape36-76" v:mID="36" v:groupContext="shape" transform="translate(343.17,-254.482)">
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+               <g id="shape38-80" v:mID="38" v:groupContext="shape" transform="translate(368.337,-257.958)">
+                       <title>Sheet.38</title>
+                       <desc>Position = 6</desc>
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+               <g id="shape39-84" v:mID="39" v:groupContext="shape" transform="translate(158.044,-86.5202)">
+                       <title>Sheet.39</title>
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+               <g id="shape41-86" v:mID="41" v:groupContext="shape" transform="translate(335.112,-199.647)">
+                       <title>Sheet.41</title>
+                       <desc>Apply the equation</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="71.2648" cy="300.436" width="142.53" height="16.8275"/>
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+                       <text x="13.19" y="304.64" class="st12" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Apply the equation  </text>          </g>
+               <g id="shape42-90" v:mID="42" v:groupContext="shape" transform="translate(341.115,-182.871)">
+                       <title>Sheet.42</title>
+                       <desc>to retrieve the bit</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="64.5256" cy="300.436" width="129.06" height="16.8275"/>
+                       <path d="M129.05 292.02 L0 292.02 L0 308.85 L129.05 308.85 L129.05 292.02" class="st3"/>
+                       <text x="12.31" y="304.64" class="st12" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>to retrieve the bit  </text>         </g>
+               <g id="shape43-94" v:mID="43" v:groupContext="shape" transform="translate(349.999,-166.095)">
+                       <title>Sheet.43</title>
+                       <desc>position in the</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="54.2285" cy="300.436" width="108.46" height="16.8275"/>
+                       <path d="M108.46 292.02 L0 292.02 L0 308.85 L108.46 308.85 L108.46 292.02" class="st3"/>
+                       <text x="10.97" y="304.64" class="st12" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>position in the  </text>             </g>
+               <g id="shape44-98" v:mID="44" v:groupContext="shape" transform="translate(353.361,-149.319)">
+                       <title>Sheet.44</title>
+                       <desc>lookup_table</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="47.9619" cy="300.436" width="95.93" height="16.8275"/>
+                       <path d="M95.92 292.02 L0 292.02 L0 308.85 L95.92 308.85 L95.92 292.02" class="st3"/>
+                       <text x="8.21" y="304.64" class="st12" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>lookup_table</text>           </g>
+               <g id="shape47-102" v:mID="47" v:groupContext="shape" transform="translate(115.17,255.2) rotate(-90)">
+                       <title>1-D word balloon</title>
+                       <desc>Retrieve the value “0&#39; from the specified location in the loo...</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                               <v:ud v:nameU="Scale" v:val="VT0(1):26"/>
+                               <v:ud v:nameU="AntiScale" v:val="VT0(1):26"/>
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+                       <v:textBlock v:margins="rect(4,4,4,4)"/>
+                       <v:textRect cx="29.2016" cy="218.85" width="180" height="58.4032" transform="rotate(90)"/>
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+                                       class="st13"/>
+                       <text x="136.98" y="-41.8" transform="rotate(90)" class="st14" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Retrieve the value “0&#39; from <tspan
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+                                               class="st15">lookup table</tspan></text>                </g>
+               <g id="shape48-107" v:mID="48" v:groupContext="shape" transform="translate(169.209,-251.966)">
+                       <title>Sheet.48</title>
+                       <desc>F(Key, hash_index = 38123</desc>
+                       <v:textBlock v:margins="rect(4,4,4,4)"/>
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+                       <text x="5.86" y="291.75" class="st17" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>F(Key, hash_index = <tspan
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+               <g id="shape49-111" v:mID="49" v:groupContext="shape" transform="translate(553.962,99) rotate(90)">
+                       <title>1-D word balloon.49</title>
+                       <desc>Apply the equation to retrieve the bit position in the lookup...</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                               <v:ud v:nameU="Scale" v:val="VT0(1):26"/>
+                               <v:ud v:nameU="AntiScale" v:val="VT0(1):26"/>
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+                       <v:textBlock v:margins="rect(4,4,4,4)"/>
+                       <v:textRect cx="29.2016" cy="218.85" width="180" height="58.4032" transform="rotate(-90)"/>
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+                       <text x="-284.62" y="16.6" transform="rotate(-90)" class="st14" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Apply the equation to <tspan
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+                                               class="st15">the lookup</tspan>_table</text>            </g>
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diff --git a/doc/guides/prog_guide/img/efd_i12.svg b/doc/guides/prog_guide/img/efd_i12.svg
new file mode 100644 (file)
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+                       <desc>Chunks</desc>
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+                       <title>Sheet.12</title>
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+                       <title>Sheet.14</title>
+                       <desc>1</desc>
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+                       <desc>…</desc>
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+               <g id="shape18-49" v:mID="18" v:groupContext="shape" transform="translate(131.823,-65.4584)">
+                       <title>Sheet.18</title>
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+               <g id="shape19-51" v:mID="19" v:groupContext="shape" transform="translate(131.823,-65.4584)">
+                       <title>Sheet.19</title>
+                       <path d="M0 314.02 L41.18 314.02 L41.18 379.8 L0 379.8 L0 314.02" class="st5"/>
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+               <g id="shape20-54" v:mID="20" v:groupContext="shape" transform="translate(130.403,-115.896)">
+                       <title>Sheet.20</title>
+                       <desc>variable</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="24.7986" cy="373.835" width="49.6" height="11.9384"/>
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+               <g id="shape21-58" v:mID="21" v:groupContext="shape" transform="translate(130.403,-103.913)">
+                       <title>Sheet.21</title>
+                       <desc># of</desc>
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+               <g id="shape22-62" v:mID="22" v:groupContext="shape" transform="translate(130.403,-91.93)">
+                       <title>Sheet.22</title>
+                       <desc>chunks</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="21.6122" cy="373.835" width="43.23" height="11.9384"/>
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+               <g id="shape23-66" v:mID="23" v:groupContext="shape" transform="translate(130.403,-79.9472)">
+                       <title>Sheet.23</title>
+                       <desc>(power</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="21.9251" cy="373.835" width="43.86" height="11.9384"/>
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+               <g id="shape24-70" v:mID="24" v:groupContext="shape" transform="translate(130.403,-67.9643)">
+                       <title>Sheet.24</title>
+                       <desc>of 2)</desc>
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+                       <title>Sheet.48</title>
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+                       <title>Sheet.52</title>
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+                       <title>Sheet.53</title>
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+               <g id="shape54-147" v:mID="54" v:groupContext="shape" transform="translate(230.508,-259.7)">
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+               <g id="shape57-156" v:mID="57" v:groupContext="shape" transform="translate(230.508,-243.164)">
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+               <g id="shape61-169" v:mID="61" v:groupContext="shape" transform="translate(230.508,-227.107)">
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+                       <path d="M0 363.27 L41.18 363.27 L41.18 379.8 L0 379.8 L0 363.27" class="st5"/>
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+               <g id="shape62-172" v:mID="62" v:groupContext="shape" transform="translate(233.39,-227.976)">
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+               <g id="shape67-187" v:mID="67" v:groupContext="shape" transform="translate(230.508,-193.794)">
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+                       <path d="M0 363.27 L41.18 363.27 L41.18 379.8 L0 379.8 L0 363.27" class="st5"/>
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+               <v:userDefs>
+                       <v:ud v:nameU="msvSubprocessMaster" v:prompt="" v:val="VT4(Rectangle)"/>
+                       <v:ud v:nameU="msvNoAutoConnect" v:val="VT0(1):26"/>
+               </v:userDefs>
+       </v:documentProperties>
+
+       <style type="text/css">
+       <![CDATA[
+               .st1 {visibility:visible}
+               .st2 {fill:#5b9bd5;fill-opacity:0.22;filter:url(#filter_2);stroke:#5b9bd5;stroke-opacity:0.22}
+               .st3 {fill:#deebf6;stroke:#c7c8c8;stroke-width:0.25}
+               .st4 {fill:#5b9bd5;stroke:#c7c8c8;stroke-width:0.25}
+               .st5 {fill:#ff0000;stroke:#c7c8c8;stroke-width:0.25}
+               .st6 {fill:none;filter:url(#filter_2);stroke:#5b9bd5;stroke-opacity:0.22}
+               .st7 {fill:none;stroke:#0070c0;stroke-width:1.5}
+               .st8 {marker-end:url(#mrkr5-91);stroke:#0070c0;stroke-linecap:round;stroke-linejoin:round;stroke-width:1.5}
+               .st9 {fill:#0070c0;fill-opacity:1;stroke:#0070c0;stroke-opacity:1;stroke-width:0.37313432835821}
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+               .st11 {fill:#ff0000;font-family:Calibri;font-size:1.00001em;font-weight:bold}
+               .st12 {font-size:1em}
+               .st13 {marker-end:url(#mrkr5-101);stroke:#ff0000;stroke-linecap:round;stroke-linejoin:round;stroke-width:1}
+               .st14 {fill:#ff0000;fill-opacity:1;stroke:#ff0000;stroke-opacity:1;stroke-width:0.28409090909091}
+               .st15 {fill:#5b9bd5;font-family:Calibri;font-size:1.00001em;font-weight:bold}
+               .st16 {marker-end:url(#mrkr5-110);stroke:#41719c;stroke-linecap:round;stroke-linejoin:round;stroke-width:1}
+               .st17 {fill:#41719c;fill-opacity:1;stroke:#41719c;stroke-opacity:1;stroke-width:0.28409090909091}
+               .st18 {fill:none;fill-rule:evenodd;font-size:12px;overflow:visible;stroke-linecap:square;stroke-miterlimit:3}
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+       </style>
+
+       <defs id="Markers">
+               <g id="lend5">
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+               <marker id="mrkr5-91" class="st9" v:arrowType="5" v:arrowSize="2" v:setback="4.45" refX="-4.45" orient="auto"
+                               markerUnits="strokeWidth" overflow="visible">
+                       <use xlink:href="#lend5" transform="scale(-2.68,-2.68) "/>
+               </marker>
+               <marker id="mrkr5-101" class="st14" v:arrowType="5" v:arrowSize="2" v:setback="6.16" refX="-6.16" orient="auto"
+                               markerUnits="strokeWidth" overflow="visible">
+                       <use xlink:href="#lend5" transform="scale(-3.52,-3.52) "/>
+               </marker>
+               <marker id="mrkr5-110" class="st17" v:arrowType="5" v:arrowSize="2" v:setback="6.16" refX="-6.16" orient="auto"
+                               markerUnits="strokeWidth" overflow="visible">
+                       <use xlink:href="#lend5" transform="scale(-3.52,-3.52) "/>
+               </marker>
+       </defs>
+       <defs id="Filters">
+               <filter id="filter_2">
+                       <feGaussianBlur stdDeviation="2"/>
+               </filter>
+       </defs>
+       <g v:mID="0" v:index="1" v:groupContext="foregroundPage">
+               <v:userDefs>
+                       <v:ud v:nameU="msvThemeOrder" v:val="VT0(0):26"/>
+               </v:userDefs>
+               <title>Page-1</title>
+               <v:pageProperties v:drawingScale="1" v:pageScale="1" v:drawingUnits="0" v:shadowOffsetX="9" v:shadowOffsetY="-9"/>
+               <g id="shape2-1" v:mID="2" v:groupContext="shape" transform="translate(24.4044,-42.7174)">
+                       <title>Circle</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow2-2" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       <path d="M0 138.62 A76.5 76.5 0 0 1 153 138.62 A76.5 76.5 0 1 1 0 138.62 Z" class="st3"/>
+               </g>
+               <g id="shape3-6" v:mID="3" v:groupContext="shape" transform="translate(24.4044,-144.53)">
+                       <title>Circle.3</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow3-7" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape4-11" v:mID="4" v:groupContext="shape" transform="translate(21.0294,-102.342)">
+                       <title>Circle.4</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow4-12" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape5-16" v:mID="5" v:groupContext="shape" transform="translate(69.4044,-183.342)">
+                       <title>Circle.5</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow5-17" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+               </g>
+               <g id="shape6-21" v:mID="6" v:groupContext="shape" transform="translate(117.217,-183.342)">
+                       <title>Circle.6</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow6-22" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st5"/>
+               </g>
+               <g id="shape7-26" v:mID="7" v:groupContext="shape" transform="translate(171.217,-104.03)">
+                       <title>Circle.7</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow7-27" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
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+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st5"/>
+               </g>
+               <g id="shape8-31" v:mID="8" v:groupContext="shape" transform="translate(109.904,-38.2174)">
+                       <title>Circle.8</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow8-32" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+                               <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st2"/>
+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st5"/>
+               </g>
+               <g id="shape9-36" v:mID="9" v:groupContext="shape" transform="translate(21.0294,-124.842)">
+                       <title>Circle.9</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow9-37" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+                               <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st2"/>
+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st5"/>
+               </g>
+               <g id="shape10-41" v:mID="10" v:groupContext="shape" transform="translate(147.029,-168.717)">
+                       <title>Circle.10</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow10-42" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape11-46" v:mID="11" v:groupContext="shape" transform="translate(138.029,-48.3424)">
+                       <title>Circle.11</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow11-47" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+                               <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st2"/>
+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape12-51" v:mID="12" v:groupContext="shape" transform="translate(160.529,-74.2174)">
+                       <title>Circle.12</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow12-52" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       </g>
+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape13-56" v:mID="13" v:groupContext="shape" transform="translate(40.7169,-57.3424)">
+                       <title>Circle.13</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow13-57" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape14-61" v:mID="14" v:groupContext="shape" transform="translate(42.4044,-168.717)">
+                       <title>Circle.14</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow14-62" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+               </g>
+               <g id="shape15-66" v:mID="15" v:groupContext="shape" transform="translate(66.0294,-42.7174)">
+                       <title>Circle.15</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow15-67" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+                               <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st2"/>
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+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape16-71" v:mID="16" v:groupContext="shape" transform="translate(25.5294,-79.8424)">
+                       <title>Circle.16</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow16-72" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+                       <path d="M0 208.93 A6.1875 6.1875 0 1 1 12.37 208.93 A6.1875 6.1875 0 0 1 0 208.93 Z" class="st4"/>
+               </g>
+               <g id="shape17-76" v:mID="17" v:groupContext="shape" transform="translate(165.029,-143.405)">
+                       <title>Circle.17</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
+                       <g id="shadow17-77" v:groupContext="shadow" v:shadowOffsetX="0.345598" v:shadowOffsetY="-1.97279" v:shadowType="1"
+                                       transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+               </g>
+               <g id="shape18-81" v:mID="18" v:groupContext="shape" transform="translate(276.618,4.50201) rotate(45)">
+                       <title>Ellipse</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+                       </v:userDefs>
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+               <g id="shape19-86" v:mID="19" v:groupContext="shape" transform="translate(251.273,355.436) rotate(156.038)">
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+               <g id="shape20-92" v:mID="20" v:groupContext="shape" transform="translate(62.705,-78.7174)">
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+                       <desc>Target Hashed Value</desc>
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+               <g id="shape23-102" v:mID="23" v:groupContext="shape" transform="translate(60.4044,-138.342)">
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+                       <desc>Keys</desc>
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diff --git a/doc/guides/prog_guide/img/efd_i3.svg b/doc/guides/prog_guide/img/efd_i3.svg
new file mode 100644 (file)
index 0000000..ae22903
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+               <g id="shape8-25" v:mID="8" v:groupContext="shape" transform="translate(219.25,-320.169)">
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+                       <g id="shape11-30" v:mID="11" v:groupContext="shape" transform="translate(85.5,751.143) rotate(180)">
+                               <title>Trapezoid</title>
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+                       <desc>Hash function is used to create a flow table index</desc>
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+                       <title>Rectangle.64</title>
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+                       <g id="shape97-227" v:mID="97" v:groupContext="shape" transform="translate(85.5,751.143) rotate(180)">
+                               <title>Trapezoid</title>
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+               </g>
+               <g id="shape6-28" v:mID="6" v:groupContext="shape" transform="translate(22.75,-54.8478)">
+                       <title>Sheet.6</title>
+                       <path d="M0 128.27 L159.75 128.27" class="st7"/>
+               </g>
+               <g id="shape7-31" v:mID="7" v:groupContext="shape" transform="translate(22.75,-87.4728)">
+                       <title>Sheet.7</title>
+                       <path d="M0 128.27 L155.25 128.27" class="st6"/>
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+               <g id="shape12-34" v:mID="12" v:groupContext="shape" transform="translate(91.9375,-42.4728)">
+                       <title>Sheet.12</title>
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+                       <text x="6.16" y="92.27" class="st2" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>0<v:newlineChar/><tspan
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+               <g id="shape26-39" v:mID="26" v:groupContext="shape" transform="translate(86.875,-88.5978)">
+                       <title>Sheet.26</title>
+                       <desc>H1(x)</desc>
+                       <v:textBlock v:margins="rect(4,4,4,4)"/>
+                       <v:textRect cx="14.0625" cy="122.644" width="28.13" height="11.25"/>
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+               <g id="shape27-44" v:mID="27" v:groupContext="shape" transform="translate(115,-42.4728)">
+                       <title>Sheet.27</title>
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+               <g id="shape28-49" v:mID="28" v:groupContext="shape" transform="translate(109.938,-88.5978)">
+                       <title>Sheet.28</title>
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+               <g id="shape29-54" v:mID="29" v:groupContext="shape" transform="translate(155.5,-42.4728)">
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+               <g id="shape30-59" v:mID="30" v:groupContext="shape" transform="translate(150.438,-88.5978)">
+                       <title>Sheet.30</title>
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+                       <v:textRect cx="14.0625" cy="122.644" width="28.13" height="11.25"/>
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+               <g id="shape31-64" v:mID="31" v:groupContext="shape" transform="translate(130.188,-89.7228)">
+                       <title>Sheet.31</title>
+                       <desc>…..</desc>
+                       <v:textBlock v:margins="rect(4,4,4,4)"/>
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+               <g id="shape32-67" v:mID="32" v:groupContext="shape" transform="translate(34,-23.3478)">
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+                       <desc>Store m for this group of keys</desc>
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+               <g id="shape36-76" v:mID="36" v:groupContext="shape" transform="translate(159.381,-100.964)">
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+               <g id="group44-79" transform="translate(97.5625,-100.086)" v:mID="44" v:groupContext="group">
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+               <g id="group45-86" transform="translate(120.625,-100.086)" v:mID="45" v:groupContext="group">
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+                       <g id="shape47-90" v:mID="47" v:groupContext="shape" transform="translate(-87.9035,34.8564) rotate(-43.2597)">
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+               </g>
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diff --git a/doc/guides/prog_guide/img/efd_i5.svg b/doc/guides/prog_guide/img/efd_i5.svg
new file mode 100644 (file)
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+               <g id="shape9-42" v:mID="9" v:groupContext="shape" transform="translate(470.075,-81.0976) rotate(51.3402)">
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+               <g id="shape12-55" v:mID="12" v:groupContext="shape" transform="translate(48.0294,-50.5)">
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+               <g id="shape16-71" v:mID="16" v:groupContext="shape" transform="translate(353.251,-277.188)">
+                       <title>Rectangle.71</title>
+                       <desc>Action x</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape17-77" v:mID="17" v:groupContext="shape" transform="translate(400.501,-277.188)">
+                       <title>Rectangle.72</title>
+                       <desc>Key y</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <rect x="0" y="406.565" width="31.5" height="18" class="st3"/>
+                       <text x="5.01" y="418.56" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Key y</text>           </g>
+               <g id="shape18-83" v:mID="18" v:groupContext="shape" transform="translate(434.251,-277.188)">
+                       <title>Rectangle.73</title>
+                       <desc>Action y</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape19-89" v:mID="19" v:groupContext="shape" transform="translate(481.501,-277.188)">
+                       <title>Rectangle.74</title>
+                       <desc>Key z</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <text x="5.3" y="418.56" class="st4" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Key z</text>            </g>
+               <g id="shape20-95" v:mID="20" v:groupContext="shape" transform="translate(515.251,-277.188)">
+                       <title>Rectangle.75</title>
+                       <desc>Action z</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <title>Rectangle.76</title>
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+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape22-106" v:mID="22" v:groupContext="shape" transform="translate(353.251,-240.687)">
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+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <desc>Key N</desc>
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+                       <title>Rectangle.81</title>
+                       <desc>Action N</desc>
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+                       <title>Rectangle.82</title>
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+                               <v:cp v:nameU="ProductDescription" v:lbl="Product Description" v:prompt="" v:type="0" v:format=""
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+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="SubnetMask" v:lbl="Subnet Mask" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
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+                               <v:cp v:nameU="AdminInterface" v:lbl="Administrative Interface" v:prompt="" v:type="0" v:format=""
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+                               <v:cp v:nameU="NumberofPorts" v:lbl="Number of Ports" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
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+                               <v:cp v:nameU="NetworkDescription" v:lbl="Network Description" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="MACAddress" v:lbl="MAC Address" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
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+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Device)"/>
+                               <v:cp v:nameU="SubShapeType" v:lbl="SubShapeType" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Load balancer)"/>
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+                               <v:ud v:nameU="visLegendShape" v:prompt="" v:val="VT0(2):26"/>
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+                       <title>Load balancer</title>
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+               <g id="shape37-157" v:mID="37" v:groupContext="shape" transform="translate(21.0294,-45.4375)">
+                       <title>Rectangle</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <rect x="0" y="336.433" width="135" height="88.1315" class="st3"/>
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+               <g id="shape38-162" v:mID="38" v:groupContext="shape" transform="translate(34.693,-126.438)">
+                       <title>Sheet.38</title>
+                       <desc>EFD Table</desc>
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+               <g id="shape39-165" v:mID="39" v:groupContext="shape" transform="translate(30.0294,-99.4375)">
+                       <title>Rectangle.39</title>
+                       <desc>Group_id</desc>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape40-171" v:mID="40" v:groupContext="shape" transform="translate(93.193,-99.4375)">
+                       <title>Rectangle.40</title>
+                       <desc>Hash index</desc>
+                       <v:userDefs>
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+                       <title>Rectangle.41</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape42-182" v:mID="42" v:groupContext="shape" transform="translate(30.193,-66.8125)">
+                       <title>Rectangle.42</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <title>Rectangle.43</title>
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+                       <title>Rectangle.44</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape46-202" v:mID="46" v:groupContext="shape" transform="translate(93.193,-52.1875)">
+                       <title>Rectangle.46</title>
+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
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+               <g id="shape47-207" v:mID="47" v:groupContext="shape" transform="translate(374.924,544.022) rotate(135)">
+                       <title>Sheet.47</title>
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+               <g id="shape48-213" v:mID="48" v:groupContext="shape" transform="translate(21.0294,-19)">
+                       <title>Sheet.48</title>
+                       <desc>Supports X*N Flows</desc>
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+               <g id="shape49-216" v:mID="49" v:groupContext="shape" transform="translate(48.0294,-229.938)">
+                       <title>Sheet.49</title>
+                       <desc>Frontend Server or Load Balancer</desc>
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+               <g id="group51-220" transform="translate(223.876,-310.938)" v:mID="51" v:groupContext="group">
+                       <v:custProps>
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+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="SerialNumber" v:lbl="Serial Number" v:prompt="" v:type="0" v:format="" v:sortKey="Asset"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Location" v:lbl="Location" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Building" v:lbl="Building" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Room" v:lbl="Room" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Manufacturer" v:lbl="Manufacturer" v:prompt="" v:type="0" v:format="" v:sortKey="Equipment"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="ProductNumber" v:lbl="Product Number" v:prompt="" v:type="0" v:format="" v:sortKey="Equipment"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="PartNumber" v:lbl="Part Number" v:prompt="" v:type="0" v:format="" v:sortKey="Equipment"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="ProductDescription" v:lbl="Product Description" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Equipment" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NetworkName" v:lbl="Network Name" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="IPAddress" v:lbl="IP Address" v:prompt="" v:type="0" v:format="" v:sortKey="Network" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="SubnetMask" v:lbl="Subnet Mask" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="AdminInterface" v:lbl="Administrative Interface" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NumberofPorts" v:lbl="Number of Ports" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="CommunityString" v:lbl="Community String" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NetworkDescription" v:lbl="Network Description" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="MACAddress" v:lbl="MAC Address" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="CPU" v:lbl="CPU" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Memory" v:lbl="Memory" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="OperatingSystem" v:lbl="Operating System" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="HardDriveSize" v:lbl="Hard Drive Capacity" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Workstation" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Department" v:lbl="Department" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="false"
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+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Equipment)"/>
+                               <v:cp v:nameU="ShapeType" v:lbl="ShapeType" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Server)"/>
+                               <v:cp v:nameU="BelongsTo" v:lbl="Belongs To" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
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+                       <v:userDefs>
+                               <v:ud v:nameU="visVersion" v:prompt="" v:val="VT0(15):26"/>
+                               <v:ud v:nameU="ShapeClass" v:prompt="" v:val="VT0(5):26"/>
+                               <v:ud v:nameU="SolSH" v:prompt="" v:val="VT15({BF0433D9-CD73-4EB5-8390-8653BE590246}):41"/>
+                               <v:ud v:nameU="visLegendShape" v:prompt="" v:val="VT0(2):26"/>
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+                       <title>Server</title>
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+                               <title>Sheet.52</title>
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+                       <desc>Backend Server 1</desc>
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+                               <v:cp v:nameU="SerialNumber" v:lbl="Serial Number" v:prompt="" v:type="0" v:format="" v:sortKey="Asset"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Location" v:lbl="Location" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Building" v:lbl="Building" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Room" v:lbl="Room" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Manufacturer" v:lbl="Manufacturer" v:prompt="" v:type="0" v:format="" v:sortKey="Equipment"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="ProductNumber" v:lbl="Product Number" v:prompt="" v:type="0" v:format="" v:sortKey="Equipment"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="PartNumber" v:lbl="Part Number" v:prompt="" v:type="0" v:format="" v:sortKey="Equipment"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="ProductDescription" v:lbl="Product Description" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Equipment" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NetworkName" v:lbl="Network Name" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="IPAddress" v:lbl="IP Address" v:prompt="" v:type="0" v:format="" v:sortKey="Network" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="SubnetMask" v:lbl="Subnet Mask" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="AdminInterface" v:lbl="Administrative Interface" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NumberofPorts" v:lbl="Number of Ports" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="CommunityString" v:lbl="Community String" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NetworkDescription" v:lbl="Network Description" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="MACAddress" v:lbl="MAC Address" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="CPU" v:lbl="CPU" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Memory" v:lbl="Memory" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="OperatingSystem" v:lbl="Operating System" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="HardDriveSize" v:lbl="Hard Drive Capacity" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Workstation" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Department" v:lbl="Department" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="ShapeClass" v:lbl="ShapeClass" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Equipment)"/>
+                               <v:cp v:nameU="ShapeType" v:lbl="ShapeType" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Server)"/>
+                               <v:cp v:nameU="BelongsTo" v:lbl="Belongs To" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
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+                               <v:ud v:nameU="ShapeClass" v:prompt="" v:val="VT0(5):26"/>
+                               <v:ud v:nameU="SolSH" v:prompt="" v:val="VT15({BF0433D9-CD73-4EB5-8390-8653BE590246}):41"/>
+                               <v:ud v:nameU="visLegendShape" v:prompt="" v:val="VT0(2):26"/>
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+                       <title>Server.61</title>
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+                               <title>Sheet.62</title>
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+                               <title>Sheet.63</title>
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+                               <title>Sheet.64</title>
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+                                       <v:ud v:nameU="SurroundingRegionColor" v:prompt="" v:val="VT5(#5b9bd5)"/>
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+                               <v:cp v:nameU="Location" v:lbl="Location" v:prompt="" v:type="0" v:format="" v:sortKey="Asset" v:invis="false"
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+                                               v:sortKey="Equipment" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NetworkName" v:lbl="Network Name" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="IPAddress" v:lbl="IP Address" v:prompt="" v:type="0" v:format="" v:sortKey="Network" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="SubnetMask" v:lbl="Subnet Mask" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="AdminInterface" v:lbl="Administrative Interface" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="NumberofPorts" v:lbl="Number of Ports" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
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+                               <v:cp v:nameU="CommunityString" v:lbl="Community String" v:prompt="" v:type="0" v:format="" v:sortKey="Network"
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+                               <v:cp v:nameU="NetworkDescription" v:lbl="Network Description" v:prompt="" v:type="0" v:format=""
+                                               v:sortKey="Network" v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
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+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
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+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="Memory" v:lbl="Memory" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation" v:invis="false"
+                                               v:ask="false" v:langID="1033" v:cal="0"/>
+                               <v:cp v:nameU="OperatingSystem" v:lbl="Operating System" v:prompt="" v:type="0" v:format="" v:sortKey="Workstation"
+                                               v:invis="false" v:ask="false" v:langID="1033" v:cal="0"/>
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+                                               v:ask="false" v:langID="1033" v:cal="0" v:val="VT4(Server)"/>
+                               <v:cp v:nameU="BelongsTo" v:lbl="Belongs To" v:prompt="" v:type="0" v:format="" v:sortKey="" v:invis="true"
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+                               <title>Sheet.67</title>
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+                       <title>Sheet.10</title>
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+                       <desc>groups based on</desc>
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+                       <v:textRect cx="83.1587" cy="336.229" width="166.32" height="21.5726"/>
+                       <path d="M166.32 325.44 L0 325.44 L0 347.02 L166.32 347.02 L166.32 325.44" class="st3"/>
+                       <text x="15.23" y="341.62" class="st18" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>groups based on  </text>             </g>
+               <g id="shape117-298" v:mID="117" v:groupContext="shape" transform="translate(529.004,-84.869)">
+                       <title>Sheet.117</title>
+                       <desc>some bits from hash</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="97.731" cy="336.229" width="195.47" height="21.5726"/>
+                       <path d="M195.46 325.44 L0 325.44 L0 347.02 L195.46 347.02 L195.46 325.44" class="st3"/>
+                       <text x="14.94" y="341.62" class="st18" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>some bits from hash</text>           </g>
+               <g id="shape118-302" v:mID="118" v:groupContext="shape" transform="translate(506.433,-63.2999)">
+                       <title>Sheet.118</title>
+                       <desc>-</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="6.63728" cy="336.229" width="13.28" height="21.5726"/>
+                       <path d="M13.27 325.44 L0 325.44 L0 347.02 L13.27 347.02 L13.27 325.44" class="st3"/>
+                       <text x="3.06" y="341.62" class="st18" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>-</text>              </g>
+               <g id="shape119-306" v:mID="119" v:groupContext="shape" transform="translate(529.004,-63.2999)">
+                       <title>Sheet.119</title>
+                       <desc>Groups contain a</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="84.2539" cy="336.229" width="168.51" height="21.5726"/>
+                       <path d="M168.51 325.44 L0 325.44 L0 347.02 L168.51 347.02 L168.51 325.44" class="st3"/>
+                       <text x="15.38" y="341.62" class="st18" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Groups contain a  </text>            </g>
+               <g id="shape120-310" v:mID="120" v:groupContext="shape" transform="translate(529.004,-41.7308)">
+                       <title>Sheet.120</title>
+                       <desc>small number of</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="81.4635" cy="336.229" width="162.93" height="21.5726"/>
+                       <path d="M162.93 325.44 L0 325.44 L0 347.02 L162.93 347.02 L162.93 325.44" class="st3"/>
+                       <text x="15.01" y="341.62" class="st18" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>small number of  </text>             </g>
+               <g id="shape121-314" v:mID="121" v:groupContext="shape" transform="translate(529.004,-20.1617)">
+                       <title>Sheet.121</title>
+                       <desc>keys (&#60;28)</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="50.4481" cy="336.229" width="100.9" height="21.5726"/>
+                       <path d="M100.9 325.44 L0 325.44 L0 347.02 L100.9 347.02 L100.9 325.44" class="st3"/>
+                       <text x="8.77" y="341.62" class="st18" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>keys (&#60;28)</text>         </g>
+               <g id="shape122-318" v:mID="122" v:groupContext="shape" transform="translate(19.1996,-146.276)">
+                       <title>Sheet.122</title>
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+               <g id="shape123-320" v:mID="123" v:groupContext="shape" transform="translate(41.9777,-174.053)">
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+                       <desc>Group</desc>
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+               <g id="shape124-324" v:mID="124" v:groupContext="shape" transform="translate(34.4142,-159.674)">
+                       <title>Sheet.124</title>
+                       <desc>Identifier</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="31.5173" cy="339.824" width="63.04" height="14.3829"/>
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+                       <text x="7.04" y="343.42" class="st17" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Identifier  </text>           </g>
+               <g id="shape125-328" v:mID="125" v:groupContext="shape" transform="translate(28.7716,-145.295)">
+                       <title>Sheet.125</title>
+                       <desc>(simplified)</desc>
+                       <v:textBlock v:margins="rect(0,0,0,0)"/>
+                       <v:textRect cx="36.2165" cy="339.824" width="72.44" height="14.3829"/>
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+                       <text x="6.19" y="343.42" class="st17" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>(simplified)</text>           </g>
+               <g id="shape127-332" v:mID="127" v:groupContext="shape" transform="translate(517.688,-71.2991)">
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+                       <desc>Keys separated into groups based on some bits from hash. Grou...</desc>
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+                                               x="22" dy="1.204em" class="st24">on some bits from hash</tspan><tspan class="st24">.<v:newlineChar/></tspan><tspan
+                                               x="4" dy="1.211em" class="st23" v:isBullet="true">·</tspan> <tspan class="st24">Groups contain a small number of </tspan><tspan
+                                               x="22" dy="1.204em" class="st24">keys </tspan><tspan class="st24">(</tspan><tspan class="st24">&#60;</tspan><tspan
+                                               class="st24">28</tspan><tspan class="st24">)</tspan></text>             </g>
+               <g id="shape129-349" v:mID="129" v:groupContext="shape" transform="translate(336.326,-26.2991)">
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+                       <desc>Total # of keys in group so far</desc>
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+                       <text x="4.5" y="329.92" class="st26" v:langID="1033"><v:paragraph v:horizAlign="1"/><v:tabList/>Total # of keys <tspan
+                                               x="4.39" dy="1.2em" class="st23">in group so far</tspan></text>         </g>
+       </g>
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diff --git a/doc/guides/prog_guide/img/efd_i8.svg b/doc/guides/prog_guide/img/efd_i8.svg
new file mode 100644 (file)
index 0000000..d0fd463
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+                       <desc>Group ID: 0x0102</desc>
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+                       <desc>Key1: Value = 0</desc>
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+                       <desc>Key3: Value = 1</desc>
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+               <g id="shape115-149" v:mID="115" v:groupContext="shape" transform="translate(18,-146.396)">
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+                       <desc>Key4: Value = 0</desc>
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+               <g id="shape118-157" v:mID="118" v:groupContext="shape" transform="translate(18,-121.831)">
+                       <title>Sheet.118</title>
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+                       <title>Sheet.119</title>
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+                       <title>Sheet.120</title>
+                       <desc>Key7: Value = 1</desc>
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+               <g id="shape121-165" v:mID="121" v:groupContext="shape" transform="translate(140.517,-148.373)">
+                       <title>Sheet.121</title>
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+               </g>
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+</svg>
index ed7f770..7f825cb 100644 (file)
@@ -47,6 +47,7 @@ Programmer's Guide
     link_bonding_poll_mode_drv_lib
     timer_lib
     hash_lib
+    efd_lib
     lpm_lib
     lpm6_lib
     packet_distrib_lib
@@ -167,6 +168,28 @@ Programmer's Guide
 
 :numref:`figure_figure39` :ref:`figure_figure39`
 
+:numref:`figure_efd1` :ref:`figure_efd1`
+
+:numref:`figure_efd2` :ref:`figure_efd2`
+
+:numref:`figure_efd3` :ref:`figure_efd3`
+
+:numref:`figure_efd4` :ref:`figure_efd4`
+
+:numref:`figure_efd5` :ref:`figure_efd5`
+
+:numref:`figure_efd6` :ref:`figure_efd6`
+
+:numref:`figure_efd7` :ref:`figure_efd7`
+
+:numref:`figure_efd8` :ref:`figure_efd8`
+
+:numref:`figure_efd9` :ref:`figure_efd9`
+
+:numref:`figure_efd10` :ref:`figure_efd10`
+
+:numref:`figure_efd11` :ref:`figure_efd11`
+
 
 **Tables**
 
index 3572cc1..d97db9e 100644 (file)
@@ -159,6 +159,9 @@ New Features
   is much smaller than a hash-based flow table and therefore, it can better fit for
   CPU cache, being able to scale to millions of flow keys.
 
+  See the :ref:`Elastic Flow Distributor Library <Efd_Library>` documentation in
+  the Programmers Guide document, for more information.
+
 
 Resolved Issues
 ---------------