[dpdk-dev] [PATCH v3 7/7] doc: add membership documentation

Yipeng Wang yipeng1.wang at intel.com
Wed Sep 6 01:59:49 CEST 2017


This patch adds the documentation for membership library.

Signed-off-by: Yipeng Wang <yipeng1.wang at intel.com>
Reviewed-by: John McNamara <john.mcnamara at intel.com>
---
 doc/api/doxy-api-index.md               |    3 +-
 doc/api/doxy-api.conf                   |    1 +
 doc/guides/prog_guide/img/member_i1.svg | 1613 +++++++++++++++++++++++++++++++
 doc/guides/prog_guide/img/member_i2.svg |   36 +
 doc/guides/prog_guide/img/member_i3.svg |  148 +++
 doc/guides/prog_guide/img/member_i4.svg |  450 +++++++++
 doc/guides/prog_guide/img/member_i5.svg |  163 ++++
 doc/guides/prog_guide/img/member_i6.svg |  332 +++++++
 doc/guides/prog_guide/img/member_i7.svg |  399 ++++++++
 doc/guides/prog_guide/index.rst         |   14 +
 doc/guides/prog_guide/member_lib.rst    |  421 ++++++++
 doc/guides/rel_notes/release_17_11.rst  |   17 +
 12 files changed, 3596 insertions(+), 1 deletion(-)
 create mode 100644 doc/guides/prog_guide/img/member_i1.svg
 create mode 100644 doc/guides/prog_guide/img/member_i2.svg
 create mode 100644 doc/guides/prog_guide/img/member_i3.svg
 create mode 100644 doc/guides/prog_guide/img/member_i4.svg
 create mode 100644 doc/guides/prog_guide/img/member_i5.svg
 create mode 100644 doc/guides/prog_guide/img/member_i6.svg
 create mode 100644 doc/guides/prog_guide/img/member_i7.svg
 create mode 100644 doc/guides/prog_guide/member_lib.rst

diff --git a/doc/api/doxy-api-index.md b/doc/api/doxy-api-index.md
index 19e0d4f..fe87e09 100644
--- a/doc/api/doxy-api-index.md
+++ b/doc/api/doxy-api-index.md
@@ -105,7 +105,8 @@ The public API headers are grouped by topics:
   [LPM IPv4 route]     (@ref rte_lpm.h),
   [LPM IPv6 route]     (@ref rte_lpm6.h),
   [ACL]                (@ref rte_acl.h),
-  [EFD]                (@ref rte_efd.h)
+  [EFD]                (@ref rte_efd.h),
+  [member]             (@ref rte_member.h)
 
 - **QoS**:
   [metering]           (@ref rte_meter.h),
diff --git a/doc/api/doxy-api.conf b/doc/api/doxy-api.conf
index 823554f..b792d6d 100644
--- a/doc/api/doxy-api.conf
+++ b/doc/api/doxy-api.conf
@@ -58,6 +58,7 @@ INPUT                   = doc/api/doxy-api-index.md \
                           lib/librte_mempool \
                           lib/librte_meter \
                           lib/librte_metrics \
+                          lib/librte_member \
                           lib/librte_net \
                           lib/librte_pdump \
                           lib/librte_pipeline \
diff --git a/doc/guides/prog_guide/img/member_i1.svg b/doc/guides/prog_guide/img/member_i1.svg
new file mode 100644
index 0000000..fc5f56a
--- /dev/null
+++ b/doc/guides/prog_guide/img/member_i1.svg
@@ -0,0 +1,1613 @@
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+					<desc>List 1 matching Criteria 1</desc>
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+					<desc>Flow Key</desc>
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+					<title>Circle</title>
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+					<desc>SUM</desc>
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+					<desc>Packet</desc>
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+					<desc>SUM</desc>
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+				<v:userDefs>
+					<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+				</v:userDefs>
+				<g id="shadow159-620" v:groupContext="shadow" v:shadowOffsetX="0.3456" v:shadowOffsetY="-1.9728" v:shadowType="1"
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+			<g id="shape160-623" v:mID="160" v:groupContext="shape" transform="translate(271.116,0)">
+				<title>Rectangle.160</title>
+				<v:userDefs>
+					<v:ud v:nameU="visVersion" v:val="VT0(15):26"/>
+				</v:userDefs>
+				<g id="shadow160-624" v:groupContext="shadow" v:shadowOffsetX="0.3456" v:shadowOffsetY="-1.9728" v:shadowType="1"
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+			</g>
+			<g id="shape161-627" v:mID="161" v:groupContext="shape" transform="translate(83.578,-151.241)">
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+				<desc>(a) Distributed Web Cache</desc>
+				<v:textBlock v:margins="rect(4,4,4,4)"/>
+				<v:textRect cx="54.3546" cy="333.806" width="108.71" height="17.4792"/>
+				<g id="shadow161-628" v:groupContext="shadow" v:shadowOffsetX="0.3456" v:shadowOffsetY="-1.9728" v:shadowType="1"
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+							v:bulletSize="0.166667"/><v:tabList/>(a) Distributed Web Cache</text>			</g>
+			<g id="shape162-632" v:mID="162" v:groupContext="shape" transform="translate(319.513,-151.241)">
+				<title>Sheet.162</title>
+				<desc>(b) Detecting Routing Loops</desc>
+				<v:textBlock v:margins="rect(4,4,4,4)"/>
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+							v:bulletSize="0.166667"/><v:tabList/>(b) Detecting Routing Loops</text>			</g>
+			<g id="shape163-637" v:mID="163" v:groupContext="shape" transform="translate(77.5283,-3.35965)">
+				<title>Sheet.163</title>
+				<desc>(c) In-order Workload Scheduler</desc>
+				<v:textBlock v:margins="rect(4,4,4,4)"/>
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+				<text x="4" y="336.81" class="st60" v:langID="1033"><v:paragraph v:spLine="-1.5" v:spBefore="8" v:spAfter="16"
+							v:bulletSize="0.166667"/><v:tabList/>(c) In-order Workload Scheduler</text>			</g>
+			<g id="shape164-642" v:mID="164" v:groupContext="shape" transform="translate(307.414,-3.35965)">
+				<title>Sheet.164</title>
+				<desc>(d) Database Semi-join Operations</desc>
+				<v:textBlock v:margins="rect(4,4,4,4)"/>
+				<v:textRect cx="66.2253" cy="333.806" width="132.46" height="17.4792"/>
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+						transform="matrix(1,0,0,1,0.3456,1.9728)" class="st1">
+					<rect x="0" y="325.066" width="132.451" height="17.4792" class="st9"/>
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+				<rect x="0" y="325.066" width="132.451" height="17.4792" class="st10"/>
+				<text x="4" y="336.81" class="st60" v:langID="1033"><v:paragraph v:spLine="-1.5" v:spBefore="8" v:spAfter="16"
+							v:bulletSize="0.166667"/><v:tabList/>(d) Database Semi-join Operations</text>			</g>
+		</g>
+	</g>
+</svg>
diff --git a/doc/guides/prog_guide/img/member_i2.svg b/doc/guides/prog_guide/img/member_i2.svg
new file mode 100644
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+++ b/doc/guides/prog_guide/img/member_i2.svg
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+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
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+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ev="http://www.w3.org/2001/xml-events"
+		xmlns:v="http://schemas.microsoft.com/visio/2003/SVGExtensions/" width="4.38194in" height="1.25694in"
+		viewBox="0 0 315.5 90.5" xml:space="preserve" color-interpolation-filters="sRGB" class="st6">
+	<v:documentProperties v:langID="1033" v:viewMarkup="false"/>
+
+	<style type="text/css">
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+		.st4 {font-size:1em}
+		.st5 {font-family:Cambria Math;font-size:1em}
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+	</style>
+
+	<g v:mID="0" v:index="1" v:groupContext="foregroundPage">
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+		<g id="shape3-1" v:mID="3" v:groupContext="shape" transform="translate(0.25,-0.25)">
+			<title>Sheet.3</title>
+			<desc>False Positive Probability = (1-(1-1/m)kn)k ≃ (1-ekn/m)k</desc>
+			<v:textBlock v:margins="rect(4,4,4,4)"/>
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+						dy="-0.234em" class="st3" v:baseFontSize="14">k</tspan><tspan dy="0.152em" class="st4"> </tspan><tspan
+						class="st5">≃</tspan> (1-e<tspan dy="-0.234em" class="st3" v:baseFontSize="14">kn</tspan><tspan class="st3"
+						v:baseFontSize="14">/</tspan><tspan class="st3" v:baseFontSize="14">m</tspan><tspan dy="0.152em"
+						class="st4">)</tspan><tspan dy="-0.234em" class="st3" v:baseFontSize="14">k</tspan></text>		</g>
+	</g>
+</svg>
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new file mode 100644
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+++ b/doc/guides/prog_guide/img/member_i3.svg
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+			<title>Sheet.174</title>
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+				<title>Circle</title>
+				<g id="shadow155-3" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+					<path d="M0 186.75 A18 18 0 0 1 36 186.75 A18 18 0 1 1 0 186.75 Z" class="st2"/>
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+				<path d="M0 186.75 A18 18 0 0 1 36 186.75 A18 18 0 1 1 0 186.75 Z" class="st3"/>
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+			<g id="shape156-7" transform="translate(207,-108)">
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+				<g id="shadow156-8" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<g id="shape157-12" transform="translate(153,-162)">
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+				<g id="shadow157-13" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+				<g id="shadow158-18" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+				<path d="M0 186.75 A18 18 0 0 1 36 186.75 A18 18 0 1 1 0 186.75 Z" class="st3"/>
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+			<g id="shape159-22" transform="translate(180,-36)">
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+				<g id="shadow159-23" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
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+			<g id="shape160-27" transform="translate(109.604,-115.419) rotate(-7.12502)">
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+				<path d="M0 204.75 L66.4 204.75" class="st4"/>
+			</g>
+			<g id="shape161-33" transform="translate(276.661,-123.214) rotate(9.46232)">
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+				<path d="M0 204.75 L48.58 204.75" class="st4"/>
+			</g>
+			<g id="shape162-38" transform="translate(246.135,262.572) rotate(-160.346)">
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+				<path d="M0 204.75 L127.63 204.75" class="st4"/>
+			</g>
+			<g id="shape163-43" transform="translate(284.391,198.775) rotate(141.977)">
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+				<path d="M0 204.75 L46.23 204.75" class="st4"/>
+			</g>
+			<g id="shape164-48" transform="translate(70.6118,307.655) rotate(-145.945)">
+				<title>Sheet.164</title>
+				<path d="M0 204.75 L60.88 204.75" class="st4"/>
+			</g>
+			<g id="shape167-53" transform="translate(72,0)">
+				<title>Rectangle.167</title>
+				<desc>BF of IDs</desc>
+				<g id="shadow167-54" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+					<rect x="0" y="177.75" width="36" height="27" class="st2"/>
+				</g>
+				<rect x="0" y="177.75" width="36" height="27" class="st3"/>
+				<text x="7.69" y="188.25" class="st6">BF of <tspan x="11.71" dy="1.2em" class="st7">IDs</tspan></text>			</g>
+			<g id="shape168-60" transform="translate(108,0)">
+				<title>Rectangle.168</title>
+				<desc>Packet</desc>
+				<g id="shadow168-61" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+					<rect x="0" y="177.75" width="90" height="27" class="st2"/>
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+				<rect x="0" y="177.75" width="90" height="27" class="st8"/>
+				<text x="31.47" y="194.25" class="st9">Packet</text>			</g>
+			<g id="shape169-66" transform="translate(0,-63)">
+				<title>Rectangle.169</title>
+				<desc>BF of IDs</desc>
+				<g id="shadow169-67" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+					<rect x="0" y="177.75" width="36" height="27" class="st2"/>
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+				<rect x="0" y="177.75" width="36" height="27" class="st3"/>
+				<text x="7.69" y="188.25" class="st6">BF of <tspan x="11.71" dy="1.2em" class="st7">IDs</tspan></text>			</g>
+			<g id="shape170-73" transform="translate(36,-63)">
+				<title>Rectangle.170</title>
+				<desc>Packet</desc>
+				<g id="shadow170-74" transform="matrix(1,0,0,1,0.345598,1.97279)" class="st1">
+					<rect x="0" y="177.75" width="90" height="27" class="st2"/>
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+				<rect x="0" y="177.75" width="90" height="27" class="st8"/>
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+			<g id="shape171-79" transform="translate(240.248,331.493) rotate(161.565)">
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+				<path d="M-0 190.52 A81.3416 36.0611 -153.48 0 0 82.31 195.86 L82.49 195.55" class="st10"/>
+			</g>
+			<g id="shape172-85" transform="translate(156.426,260.029) rotate(161.565)">
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+				<path d="M-0 181.6 A88.1422 54.1439 -124.1 0 0 82.68 187.13 L82.83 186.81" class="st10"/>
+			</g>
+			<g id="shape173-90" transform="translate(18,-121.5)">
+				<title>Sheet.173</title>
+				<desc>Encode ID</desc>
+				<rect x="0" y="177.75" width="63" height="27" class="st12"/>
+				<text x="7.02" y="194.85" class="st13">Encode ID</text>			</g>
+		</g>
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new file mode 100644
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+++ b/doc/guides/prog_guide/img/member_i4.svg
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+				<desc>Attack Signature Length 1</desc>
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+			<g id="shape116-95" v:mID="116" v:groupContext="shape" transform="translate(117.989,-95.7818)">
+				<title>Sheet.116</title>
+				<desc>Attack Signature Length 2</desc>
+				<v:textBlock v:margins="rect(4,4,4,4)"/>
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+			<g id="shape118-98" v:mID="118" v:groupContext="shape" transform="translate(392.971,-90.217)">
+				<title>Sheet.118</title>
+				<desc>Attack Signature Length L</desc>
+				<v:textBlock v:margins="rect(4,4,4,4)"/>
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+			<g id="shape119-101" v:mID="119" v:groupContext="shape" transform="translate(384.909,-64.9346)">
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+				<desc>Attack Signature Length X</desc>
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+			<desc>HTSS</desc>
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diff --git a/doc/guides/prog_guide/img/member_i7.svg b/doc/guides/prog_guide/img/member_i7.svg
new file mode 100644
index 0000000..e23ae26
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+++ b/doc/guides/prog_guide/img/member_i7.svg
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diff --git a/doc/guides/prog_guide/index.rst b/doc/guides/prog_guide/index.rst
index 40f04a1..7ff5144 100644
--- a/doc/guides/prog_guide/index.rst
+++ b/doc/guides/prog_guide/index.rst
@@ -50,6 +50,7 @@ Programmer's Guide
     timer_lib
     hash_lib
     efd_lib
+    member_lib
     lpm_lib
     lpm6_lib
     packet_distrib_lib
@@ -191,6 +192,19 @@ Programmer's Guide
 
 :numref:`figure_efd11` :ref:`figure_efd11`
 
+:numref:`figure_membership1` :ref:`figure_membership1`
+
+:numref:`figure_membership2` :ref:`figure_membership2`
+
+:numref:`figure_membership3` :ref:`figure_membership3`
+
+:numref:`figure_membership4` :ref:`figure_membership4`
+
+:numref:`figure_membership5` :ref:`figure_membership5`
+
+:numref:`figure_membership6` :ref:`figure_membership6`
+
+:numref:`figure_membership7` :ref:`figure_membership7`
 
 **Tables**
 
diff --git a/doc/guides/prog_guide/member_lib.rst b/doc/guides/prog_guide/member_lib.rst
new file mode 100644
index 0000000..2b32535
--- /dev/null
+++ b/doc/guides/prog_guide/member_lib.rst
@@ -0,0 +1,421 @@
+..  BSD LICENSE
+    Copyright(c) 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.
+
+
+.. _member_library:
+
+Membership Library
+==================
+
+Introduction
+------------
+
+The DPDK Membership Library provides an API for DPDK applications to insert a
+new member, delete an existing member, or query the existence of a member in a
+given set, or a group of sets. For the case of a group of sets the library
+will return not only whether the element has been inserted before in one of
+the sets but also which set it belongs to.  The Membership Library is an
+extension and generalization of a traditional filter structure (for example
+Bloom Filter [Member-bloom]) that has multiple usages in a wide variety of
+workloads and applications. In general, the Membership Library is a data
+structure that provides a "set-summary" on whether a member belongs to a set,
+and as discussed in detail later, there are two advantages of using such a
+set-summary rather than operating on a "full-blown" complete list of elements:
+first, it has a much smaller storage requirement than storing the whole list of
+elements themselves, and secondly checking an element membership (or other
+operations) in this set-summary is much faster than checking it for the
+original full-blown complete list of elements.
+
+We use the term "Set-Summary" in this guide to refer to the space-efficient,
+probabilistic membership data structure that is provided by the library. A
+membership test for an element will return the set this element belongs to or
+that the element is "not-found" with very high probability of accuracy. Set-summary
+is a fundamental data aggregation component that can be used in many network
+(and other) applications. It is a crucial structure to address performance and
+scalability issues of diverse network applications including overlay networks,
+data-centric networks, flow table summaries, network statistics and
+traffic monitoring. A set-summary is useful for applications who need to
+include a list of elements while a complete list requires too much space
+and/or too much processing cost. In these situations, the set-summary works as
+a lossy hash-based representation of a set of members. It can dramatically
+reduce space requirement and significantly improve the performance of set
+membership queries at the cost of introducing a very small membership test error
+probability.
+
+.. _figure_membership1:
+.. figure:: img/member_i1.*
+
+  Example Usages of Membership Library
+
+There are various usages for a Membership Library in a very
+large set of applications and workloads. Interested readers can refer to
+[Member-survey] for a survey of possible networking usages. The above figure
+provide a small set of examples of using the Membership Library:
+
+* Sub-figure (a)
+  depicts a distributed web cache architecture where a collection of proxies
+  attempt to share their web caches (cached from a set of back-end web servers) to
+  provide faster responses to clients, and the proxies use the Membership
+  Library to share summaries of what web pages/objects they are caching. With the
+  Membership Library, a proxy receiving an http request will inquire the
+  set-summary to find its location and quickly determine whether to retrieve the
+  requested web page from a nearby proxy or from a backend web server.
+
+* Sub-figure (b) depicts another example for using the Membership Library to
+  prevent routing loops which is typically done using slow TTL countdown and
+  dropping packets when TTL expires. As shown in Sub-figure (b), an embedded
+  set-summary in the packet header itself can be used to summarize the set of
+  nodes a packet has gone through, and each node upon receiving a packet can check
+  whether its id is a member of the set of visited nodes, and if it is, then a
+  routing loop is detected.
+
+* Sub-Figure (c) presents another usage of the Membership
+  Library to load-balance flows to worker threads with in-order guarantee where a
+  set-summary is used to query if a packet belongs to an existing flow or a new
+  flow. Packets belonging to a new flow are forwarded to the current least loaded
+  worker thread, while those belonging to an existing flow are forwarded to the
+  pre-assigned thread to guarantee in-order processing.
+
+* Sub-figure (d) highlights
+  yet another usage example in the database domain where a set-summary is used to
+  determine joins between sets instead of creating a join by comparing each
+  element of a set against the other elements in a different set, a join is done
+  on the summaries since they can efficiently encode members of a given set.
+
+We are including a configurable Membership Library in DPDK to cover set
+membership functionality for both a single set and multi-set scenarios. The
+library is optimized to support the customer network applications which require
+membership checking functionality. In this guide, we will cover two set-summary
+schemes including a vector of Bloom Filters and Hash-Table based
+set-summary schemes with and without false negative probability, followed by
+a brief discussion of the Membership Library API.
+
+Vector of Bloom Filters
+-----------------------
+
+Bloom Filter (BF) [Member-bloom] is a well-known space-efficient
+probabilistic data structure that answers set membership queries (test whether
+an element is a member of a set) with some probability of false positives and
+zero false negatives; a query for an element returns either it is "possibly in
+a set" (with very high probability) or "definitely not in a set".
+
+The BF is a method for representing a set of ``n`` elements (for example flow keys
+in network applications domain) to support membership queries. The idea of BF is
+to allocate a bit-vector ``v`` with ``m`` bits, which are initially all set to 0. Then
+it chooses ``k`` independent hash functions ``h1``, ``h2``, ... ``hk`` with hash values range from
+``1`` to ``m`` to perform hashing calculations on each element. Every time when an
+element ``X`` being inserted into the set, the bits at positions ``h1(X)``, ``h2(X)``, ...
+``hk(X)`` in ``v`` are set to 1 (any particular bit might be set to 1 multiple times
+for multiple different inserted elements). Given a query for any element ``Y``, the
+bits at positions ``h1(Y)``, ``h2(Y)``, ... ``hk(Y)`` are checked. If any of them is 0,
+then Y is definitely not in the set. Otherwise there is a high probability that
+Y is a member of the set with certain false positive probability. As shown in
+the next equation, the false positive probability can be made arbitrarily small
+by changing the number of hash functions (``k``) and the vector length (``m``).
+
+.. _figure_membership2:
+.. figure:: img/member_i2.*
+
+  Bloom Filter False Positive Probability
+
+Without BF, an accurate membership testing could involve a costly hash table
+lookup and full element comparison. The advantage of using a BF is to simplify
+the membership test into a series of hash calculations and memory accesses for a
+small bit-vector, which can be easily optimized. Hence the lookup throughput
+(set membership test) can be significantly faster than a normal hash table
+lookup with element comparison.
+
+.. _figure_membership3:
+.. figure:: img/member_i3.*
+
+  Detecting Routing Loops Using BF
+
+BF is used for applications that need only one set, and the
+membership of elements is checked against the BF. The example discussed
+in the above figure is one example of potential applications that uses only one
+set to capture the node IDs that have been visited so far by the packet. Each
+node will then check this embedded BF in the packet header for its own id, and
+if the BF indicates that the current node is definitely not in the set then a
+loop-free route is guaranteed.
+
+
+.. _figure_membership4:
+.. figure:: img/member_i4.*
+
+  Vector Bloom Filter (vBF) Overview
+
+To support membership test for both multiple sets and a single set,
+the library implements a Vector Bloom Filter (vBF) scheme.
+vBF basically composes multiple bloom filters into a vector of bloom filers.
+The membership test is conducted on all of the
+bloom filters concurrently to determine which set(s) it belongs to or none of
+them. The basic idea of vBF is shown in the above figure where an element is
+used to address multiple bloom filters concurrently and the bloom filter
+index(es) with a hit is returned.
+
+.. _figure_membership5:
+.. figure:: img/member_i5.*
+
+  vBF for Flow Scheduling to Worker Thread
+
+As previously mentioned, there are many usages of such structures. vBF is used
+for applications that needs to check membership against multiple sets
+simultaneously. The example shown in the above figure uses a set to capture
+all flows being assigned for processing at a given worker thread. Upon receiving
+a packet the vBF is used to quickly figure out if this packet belongs to a new flow
+so as to be forwarded to the current least loaded worker thread, or otherwise it
+should be queued for an existing thread to guarantee in-order processing (i.e.
+the property of vBF to indicate right away that a given flow is a new one or
+not is critical to minimize response time latency).
+
+It should be noted that vBF can be implemented using a set of single bloom
+filters with sequential lookup of each BF. However, being able to concurrently
+search all set-summaries is a big throughput advantage. In the library, certain
+parallelism is realized by the implementation of checking all bloom filters
+together.
+
+
+Hash-Table based Set-Summaries
+------------------------------
+
+Hash-table based set-summary (HTSS) is another scheme in the membership library.
+Cuckoo filter [Member-cfilter] is an example of HTSS.
+HTSS supports multi-set membership testing like
+vBF does. However, while vBF is better for a small number of targets, HTSS is more suitable
+and can easily outperform vBF when the number of sets is
+large, since HTSS uses a single hash table for membership testing while vBF
+requires testing a series of Bloom Filters each corresponding to one set.
+As a result, generally speaking vBF is more adequate for the case of a small limited number of sets
+while HTSS should be used with a larger number of sets.
+
+.. _figure_membership6:
+.. figure:: img/member_i6.*
+
+  Using HTSS for Attack Signature Matching
+
+As shown in the above figure, attack signature matching where each set
+represents a certain signature length (for correctness of this example, an
+attack signature should not be a subset of another one) in the payload is a good
+example for using HTSS with 0% false negative (i.e., when an element returns not
+found, it has a 100% certainty that it is not a member of any set).  The packet
+inspection application benefits from knowing right away that the current payload
+does not match any attack signatures in the database to establish its
+legitimacy, otherwise a deep inspection of the packet is needed.
+
+HTSS employs a similar but simpler data structure to a traditional hash table,
+and the major difference is that HTSS stores only the signatures but not the
+full keys/elements which can significantly reduce the footprint of the table.
+Along with the signature, HTSS also stores a value to indicate the target set.
+When looking up an element, the element is hashed and the HTSS is addressed
+to retrieve the signature stored. If the signature matches then the value is
+retrieved corresponding to the index of the target set which the element belongs
+to. Because signatures can collide, HTSS can still has false positive
+probability. Furthermore, if elements are allowed to be
+overwritten or evicted when the hash table becomes full, it will also have a
+false negative probability. We discuss this case in the next section.
+
+Set-Summaries with False Negative Probability
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+As previously mentioned, traditional set-summaries (e.g. Bloom Filters) do not
+have a false negative probability, i.e., it is 100% certain when an element
+returns "not to be present" for a given set. However, the Membership Library
+also supports a set-summary probabilistic data structure based on HTSS which
+allows for false negative probability.
+
+In HTSS, when the hash table becomes full, keys/elements will fail to be added
+into the table and the hash table has to be resized to accommodate for these new
+elements, which can be expensive. However, if we allow new elements to overwrite
+or evict existing elements (as a cache typically does), then the resulting
+set-summary will begin to have false negative probability. This is because the
+element that was evicted from the set-summary may still be present in the target
+set. For subsequent inquiries the set-summary will falsely report the element
+not being in the set, hence having a false negative probability.
+
+The major usage of HTSS with false negative is to use it as a cache for
+distributing elements to different target sets. By allowing HTSS to evict old
+elements, the set-summary can keep track of the most recent elements
+(i.e. active) as a cache typically does. Old inactive elements (infrequently
+used elements) will automatically and eventually get evicted from the
+set-summary. It worth noting that the set-summary still has false positive
+probability, which means the application either can tolerate certain false positive
+or it has fall-back path when false positive happens.
+
+.. _figure_membership7:
+.. figure:: img/member_i7.*
+
+  Using HTSS with False Negatives for Wild Card Classification
+
+HTSS with false negative (i.e. a cache) also has its wide set of applications.
+For example wild card flow classification (e.g. ACL rules) highlighted in the
+above figure is an example of such application. In that case each target set
+represents a sub-table with rules defined by a certain flow mask. The flow masks
+are non-overlapping, and for flows matching more than one rule only the highest
+priority one is inserted in the corresponding sub-table (interested readers can
+refer to the Open vSwitch (OvS) design of Mega Flow Cache (MFC) [Member-OvS]
+for further details). Typically the rules will have a large number of distinct
+unique masks and hence, a large number of target sets each corresponding to one
+mask. Because the active set of flows varies widely based on the network
+traffic, HTSS with false negative will act as a cache for <flowid, target ACL
+sub-table> pair for the current active set of flows. When a miss occurs (as
+shown in red in the above figure) the sub-tables will be searched sequentially
+one by one for a possible match, and when found the flow key and target
+sub-table will be inserted into the set-summary (i.e. cache insertion) so
+subsequent packets from the same flow don’t incur the overhead of the
+sequential search of sub-tables.
+
+Library API Overview
+--------------------
+
+The design goal of the Membership Library API is to be as generic as possible to
+support all the different types of set-summaries we discussed in previous
+sections and beyond. Fundamentally, the APIs need to include creation,
+insertion, deletion, and lookup.
+
+
+Set-summary Create
+~~~~~~~~~~~~~~~~~~
+
+The ``rte_member_create()`` function is used to create a set-summary structure, the input parameter
+is a struct to pass in parameters that needed to initialize the set-summary, while the function returns the
+pointer to the created set-summary or ``NULL`` if the creation failed.
+
+The general input arguments used when creating the set-summary should include ``name``
+which is the name of the created set-summary, *type* which is one of the types
+supported by the library (e.g. ``RTE_MEMBER_TYPE_HT`` for HTSS or ``RTE_MEMBER_TYPE_VBF`` for vBF), and ``key_len``
+which is the length of the element/key. There are other parameters
+are only used for certain type of set-summary, or which have a slightly different meaning for different types of set-summary.
+For example, ``num_keys`` parameter means the maximum number of entries for Hash table based set-summary.
+However, for bloom filter, this value means the expected number of keys that could be
+inserted into the bloom filter(s). The value is used to calculate the size of each
+bloom filter.
+
+We also pass two seeds: ``prim_hash_seed`` and
+``sec_hash_seed`` for the primary and secondary hash functions to calculate two independent hash values.
+``socket_id`` parameter is the NUMA socket ID for the memory used to create the
+set-summary. For HTSS, another parameter ``iscache`` is used to indicate
+if this set-summary is a cache (i.e. with false negative probability) or not.
+For vBF, extra parameters are needed. For example, ``num_set`` is the number of
+sets needed to initialize the vector bloom filters. This number is equal to the
+number of bloom filters will be created.
+``false_pos_rate`` is the false positive rate. num_keys and false_pos_rate will be used to determine
+the number of hash functions and the bloom filter size.
+
+
+Set-summary Element Insertion
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The ``rte_member_add()`` function is use to insert an element/key into a set-summary structure. If it fails an
+error is returned. For success the returned value is dpendednt on the
+set-summary mode to provide extra information for the users. For vBF
+mode, a return value of 0 means a successful insert. For HTSS mode without false negative, the insert
+could fail with ``-ENOSPC`` if the table is full. With false negative (i.e. cache mode),
+for insert that does not cause any eviction (i.e. no overwriting happens to an
+existing entry) the return value is 0. For insertion that causes eviction, the return
+value is 1 to indicate such situation, but it is not an error.
+
+The input arguments for the function should include the ``key`` which is a pointer to the element/key that needs to
+be added to the set-summary, and ``set_id`` which is the set id associated
+with the key that needs to be added.
+
+
+Set-summary Element Lookup
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The ``rte_member_lookup()`` function looks up a single key/element in the set-summary structure. It
+returns as soon as the first match is found. The return value is 1 if a
+match is found and 0 otherwise. The arguments for the function include ``key`` which is a pointer to the
+element/key that needs to be looked up, and ``set_id`` which is used to return the
+first target set id where the key has matched, if any.
+
+The ``rte_member_lookup_bulk()`` function is used to look up a bulk of keys/elements in the
+set-summary structure for their first match. Each key lookup returns as soon as the first match is found. The
+return value is the number of keys that find a match. The arguments of the
+function include ``keys`` which is a pointer to a bulk of keys that are to be looked up,
+``num_keys`` is the number
+of keys that will be looked up, and ``set_ids`` are the return target set
+ids for the first match found for each of the input keys. ``set_ids`` is an array
+needs to be sized according to the ``num_keys``. If there is no match, the set id
+for that key will be set to RTE_MEMBER_NO_MATCH.
+
+The ``rte_member_lookup_multi()`` function looks up a single key/element in the
+set-summary structure for multiple matches. It
+returns ALL the matches (possibly more than one) found for this key when it
+is matched against all target sets (it worth noting that for cache mode HTSS,
+the current implementation matches at most one target set). The return value is
+the number of matches
+that was found for this key (for cache mode HTSS the return value
+should be at most 1). The arguments for the function include ``key`` which is a pointer to the
+element/key that needs to be looked up, ``match_per_key`` which is to indicate maximum number of matches
+the user expect to find for each key, and ``set_id`` which is used to return all
+target set ids where the key has matched, if any. The ``set_id`` array should be sized
+according to ``match_per_key``. For vBF, maximum number of matches per key is equal
+to the number of sets. For HTSS, maximum number of matches per key is equal to two times
+entry count per bucket. ``match_per_key`` should be equal or smaller than maximum number of
+possible matches.
+
+The ``rte_membership_lookup_multi_bulk()`` function looks up a bulk of keys/elements elements in the
+set-summary structure for multiple matches, each key lookup returns ALL the matches (possibly more
+than one) found for this key when it is matched against all target sets (cache mode HTSS
+matches at most one target set). The
+return value is the number of keys that find one or more matches in the
+set-summary structure. The arguments of the
+function include ``keys`` which is
+a pointer to a bulk of keys that are to be looked up, ``num_keys`` is the number
+of keys that will be looked up, ``match_per_key`` is the possible
+max number of matches for each key, ``match_count`` which is the returned number
+of matches for each key, and ``set_ids`` are the returned target set
+ids for all matches found for each keys. ``set_ids`` is 2-D array
+that for each key, a 1-D array should be sized according to ``match_per_key``.
+``match_per_key`` should be equal or smaller than maximum number of
+possible matches, similar to ``rte_member_lookup_multi``.
+
+
+Set-summary Element Delete
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+The ``rte_membership_delete()`` function deletes an element/key from a set-summary structure, if it fails
+an error is returned. The input arguments should include ``key`` which is a pointer to the
+element/key that needs to be deleted from the set-summary, and ``set_id``
+which is the set id associated with the key to delete. It worth noting that current
+implementation of vBF does not support deletion [1]_. An error code ``-EINVAL`` will be returned.
+
+.. [1] Traditional bloom filter does not support proactive deletion. Supporting proactive deletion require additional implementation and performance overhead.
+
+References
+-----------
+
+[Member-bloom] B H Bloom, "Space/Time Trade-offs in Hash Coding with Allowable Errors," Communications of the ACM, 1970.
+
+[Member-survey] A Broder and M Mitzenmacher, "Network Applications of Bloom Filters: A Survey," in Internet Mathematics, 2005.
+
+[Member-cfilter] B Fan, D G Andersen and M Kaminsky, "Cuckoo Filter: Practically Better Than Bloom," in Conference on emerging Networking Experiments and Technologies, 2014.
+
+[Member-OvS] B Pfaff, "The Design and Implementation of Open vSwitch," in NSDI, 2015.
diff --git a/doc/guides/rel_notes/release_17_11.rst b/doc/guides/rel_notes/release_17_11.rst
index 170f4f9..4002df3 100644
--- a/doc/guides/rel_notes/release_17_11.rst
+++ b/doc/guides/rel_notes/release_17_11.rst
@@ -41,6 +41,23 @@ New Features
      Also, make sure to start the actual text at the margin.
      =========================================================
 
+* **Added Membership library (rte_member).**
+
+  Added membership library. It provides an API for DPDK applications to insert a
+  new member, delete an existing member, or query the existence of a member in a
+  given set, or a group of sets. For the case of a group of sets the library
+  will return not only whether the element has been inserted before in one of
+  the sets but also which set it belongs to.
+
+  The Membership Library is an extension and generalization of a traditional
+  filter (for example Bloom Filter) structure that has multiple usages in a wide
+  variety of workloads and applications. In general, the Membership Library is a
+  data structure that provides a “set-summary” and responds to set-membership
+  queries whether a certain member belongs to a set(s).
+
+  See the :ref:`Membership Library <Member_Library>` documentation in
+  the Programmers Guide document, for more information.
+
 
 Resolved Issues
 ---------------
-- 
2.7.4



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