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<div id="content">
<h1 class="title">The Programmable Data Plane: Reading List</h1>
<div id="table-of-contents">
<h2>Table of Contents</h2>
<div id="text-table-of-contents">
<ul>
<li><a href="#orgf0acfd9">Abstractions</a>
<ul>
<li><a href="#orgdc0e10a">Languages and Compilers</a>
<ul>
<li><a href="#org5a3015f">Low-level APIs</a></li>
<li><a href="#orgc80ea7e">High-level Languages and Compilers</a></li>
</ul>
</li>
<li><a href="#orgd08d4ec">Abstractions for Embedded State</a></li>
<li><a href="#orgb0d7823">Programmable Parsing and Scheduling</a></li>
</ul>
</li>
<li><a href="#org6544c88">Architecture</a>
<ul>
<li><a href="#org36e1f27">Software Switch Architectures</a>
<ul>
<li><a href="#org35d8901">Viability of Software Switching</a></li>
<li><a href="#org02dc3a5">The Dataflow Graph Abstraction</a></li>
<li><a href="#orgbd54270">The Match-action Abstraction</a></li>
</ul>
</li>
<li><a href="#orgffe8b0b">Hardware Switch Architectures</a></li>
<li><a href="#org789649b">Programmable NICs</a></li>
</ul>
</li>
<li><a href="#orgbdc4b0e">Algorithms & HW Realizations</a></li>
<li><a href="#org23b95e7">Applications</a>
<ul>
<li><a href="#orgacab8f7">In-network Computation</a></li>
<li><a href="#orgdcd3bc8">Monitoring, Telemetry, and Measurement</a></li>
<li><a href="#org8433169">Load balancing</a></li>
<li><a href="#org3c54de8">Control plane acceleration</a></li>
</ul>
</li>
<li><a href="#org93b552c">Miscellaneous Topics</a>
<ul>
<li><a href="#org596f812">History</a></li>
<li><a href="#orgd440a5a">Deployments</a></li>
</ul>
</li>
</ul>
</div>
</div>
<p>
<i>See the <a href="https://rg0now.github.io/prog_dataplane_reading_list/README.html">HTML version</a> for a nicely formatted version and the <a href="https://rg0now.github.io/prog_dataplane_reading_list/README_mustread.html">shortened list</a> for the most relevant papers.</i>
</p>
<p>
This is a reading list for students, practitioners, and researchers
interested in the general area of programmable data plane devices. Topics
include SmartNICs, programmable middleboxes and software/hardware switches,
that is, everything that may underlie a software-defined network, with only
a marginal attention to the major application areas like Network Function
Virtualization, service chaining, or 5G.
</p>
<p>
The reading list completes the survey paper:
</p>
<p>
Roberto Bifulco and Gábor Rétvári:
<a href="https://rg0now.github.io/prog_dataplane_reading_list/2018_HPSR.pdf">A Survey on the Programmable Data Plane: Abstractions, Architectures, and Open Problems</a>,
in <i>IEEE HPSR</i>, 2018.
</p>
<p>
The reading list is organized into a rough hierarchy based on the major
topics of <i>Abstractions</i>, <i>Architecture</i>, <i>Applications</i>, and
<i>Miscellanea</i>; note that this hierarchy is more or less arbitrary and the
purpose is just to have <i>some</i> organization at all. The individual papers
are tagged as "mustread", "important", and "interesting" (available only in
the HTML version), with the approximate meaning "read at least these papers
to get a good understanding of the area", "papers for getting more familiar
with some sub-areas", and "interesting contributions to the field",
respectively. Just like the hierarchy, the tags are also pretty much
arbitrary and follow the subjective view of the authors; as always, your
mileage may vary.
</p>
<p>
<i>Note:</i> Some of the linked papers are behind paywalls. We double-checked
that all listed papers can be accessed freely by a moderate amount of
googling; we still provide the paywall links as user-provided PDFs often do
not prove overly stable over time.
</p>
<div id="outline-container-orgf0acfd9" class="outline-2">
<h2 id="orgf0acfd9">Abstractions</h2>
<div class="outline-text-2" id="text-orgf0acfd9">
</div>
<div id="outline-container-orgdc0e10a" class="outline-3">
<h3 id="orgdc0e10a">Languages and Compilers</h3>
<div class="outline-text-3" id="text-orgdc0e10a">
</div>
<div id="outline-container-org5a3015f" class="outline-4">
<h4 id="org5a3015f">Low-level APIs</h4>
<div class="outline-text-4" id="text-org5a3015f">
</div>
<ul class="org-ul">
<li><a id="orge6b530b"></a>McKeown et al.: <b><a href="http://doi.acm.org/10.1145/1355734.1355746">OpenFlow: Enabling Innovation in Campus Networks</a></b>, <i>ACM SIGCOMM Comput. Commun. Rev.</i>, 2008.<br /></li>
<li><a id="org0b00c05"></a>Bosshart et al.: <b><a href="http://www.sigcomm.org/sites/default/files/ccr/papers/2014/July/0000000-0000004.pdf">P4: Programming protocol-independent packet processors</a></b>, <i>ACM SIGCOMM Comput. Commun. Rev.</i>, 2014.<br /></li>
<li><a id="org0f36022"></a>Bifulco et al.: <b><a href="http://doi.acm.org/10.1145/2890955.2890962">Improving SDN with InSPired Switches</a></b>, <i>ACM SOSR</i>, 2016.<br /></li>
</ul>
</div>
<div id="outline-container-orgc80ea7e" class="outline-4">
<h4 id="orgc80ea7e">High-level Languages and Compilers</h4>
<div class="outline-text-4" id="text-orgc80ea7e">
</div>
<ul class="org-ul">
<li><a id="org7cc857d"></a>Curtis et al.: <b><a href="https://conferences.sigcomm.org/sigcomm/2011/papers/sigcomm/p254.pdf">DevoFlow: scaling flow management for high-performance networks</a></b>, <i>SIGCOMM CCR</i>, 2011.<br /></li>
<li><a id="org38d07a1"></a>Christopher Monsanto et al.: <b><a href="https://www.usenix.org/system/files/conference/nsdi13/nsdi13-final232.pdf">Composing Software Defined Networks</a></b>, <i>USENIX NSDI</i>, 2013.<br /></li>
<li><a id="orgd3f3b67"></a>Foster et al.: <b><a href="http://frenetic-lang.org/publications/overview-ieeecoms13.pdf">Languages for software-defined networks</a></b>, <i>IEEE Communications Magazine</i>, 2013.<br /></li>
<li><a id="orgc5dd053"></a>Anderson et al.: <b><a href="http://hdl.handle.net/1813/34445">NetKAT: Semantic Foundations for Networks</a></b>, <i>ACM POPL</i>, 2014.<br /></li>
<li><a id="org83cd537"></a>Lavanya Jose et al.: <b><a href="https://www.usenix.org/conference/nsdi15/technical-sessions/presentation/jose">Compiling Packet Programs to Reconfigurable Switches</a></b>, <i>USENIX NSDI</i>, 2015.<br /></li>
</ul>
</div>
</div>
<div id="outline-container-orgd08d4ec" class="outline-3">
<h3 id="orgd08d4ec">Abstractions for Embedded State</h3>
<div class="outline-text-3" id="text-orgd08d4ec">
</div>
<ul class="org-ul">
<li><a id="org1058ab0"></a>Bianchi et al.: <b><a href="http://doi.acm.org/10.1145/2602204.2602211">OpenState: Programming Platform-independent Stateful Openflow Applications Inside the Switch</a></b>, <i>ACM SIGCOMM Comput. Commun. Rev.</i>, 2014.<br /></li>
<li><a id="org514723c"></a>Murad Kablan et al.: <b><a href="https://www.usenix.org/conference/nsdi17/technical-sessions/presentation/kablan">Stateless Network Functions: Breaking the Tight Coupling of State and Processing</a></b>, <i>USENIX NSDI</i>, 2017.<br /></li>
<li><a id="orgebdc73e"></a>Shinae Woo et al.: <b><a href="https://www.usenix.org/conference/nsdi18/presentation/woo">Elastic Scaling of Stateful Network Functions</a></b>, <i>USENIX NSDI</i>, 2018.<br /></li>
<li><a id="orgbb50379"></a>Salvatore Pontarelli et al.: <b><a href="https://www.usenix.org/conference/nsdi19/presentation/pontarelli">FlowBlaze: Stateful Packet Processing in Hardware</a></b>, <i>USENIX NSDI</i>, 2019.<br /></li>
</ul>
</div>
<div id="outline-container-orgb0d7823" class="outline-3">
<h3 id="orgb0d7823">Programmable Parsing and Scheduling</h3>
<div class="outline-text-3" id="text-orgb0d7823">
</div>
<ul class="org-ul">
<li><a id="org53f6c4a"></a>Vishal Shrivastav: <b><a href="https://dl.acm.org/citation.cfm?id=3342090">Fast, Scalable, and Programmable Packet Scheduler in Hardware</a></b>, <i>ACM SIGCOMM</i>, 2019.<br /></li>
</ul>
</div>
</div>
<div id="outline-container-org6544c88" class="outline-2">
<h2 id="org6544c88">Architecture</h2>
<div class="outline-text-2" id="text-org6544c88">
</div>
<div id="outline-container-org36e1f27" class="outline-3">
<h3 id="org36e1f27">Software Switch Architectures</h3>
<div class="outline-text-3" id="text-org36e1f27">
</div>
<div id="outline-container-org35d8901" class="outline-4">
<h4 id="org35d8901">Viability of Software Switching</h4>
<div class="outline-text-4" id="text-org35d8901">
</div>
<ul class="org-ul">
<li><a id="org64f9a99"></a>Greenhalgh et al.: <b><a href="http://www.sigcomm.org/sites/default/files/ccr/papers/2009/April/1517480-1517484.pdf">Flow Processing and the Rise of Commodity Network Hardware</a></b>, <i>SIGCOMM Comput. Commun. Rev.</i>, 2009.<br /></li>
</ul>
</div>
<div id="outline-container-org02dc3a5" class="outline-4">
<h4 id="org02dc3a5">The Dataflow Graph Abstraction</h4>
<div class="outline-text-4" id="text-org02dc3a5">
</div>
<ul class="org-ul">
<li><a id="orgfa952ad"></a>Morris et al.: <b><a href="https://pdos.csail.mit.edu/papers/click:tocs00/paper.pdf">The Click modular router</a></b>, <i>ACM Trans. on Computer Systems</i>, 2000.<br /></li>
<li><a id="org4bcde96"></a>Martins et al.: <b><a href="https://www.usenix.org/system/files/conference/nsdi14/nsdi14-paper-martins.pdf">ClickOS and the Art of Network Function Virtualization</a></b>, <i>USENIX NSDI</i>, 2014.<br /></li>
</ul>
</div>
<div id="outline-container-orgbd54270" class="outline-4">
<h4 id="orgbd54270">The Match-action Abstraction</h4>
<div class="outline-text-4" id="text-orgbd54270">
</div>
<ul class="org-ul">
<li><a id="orgc14e810"></a>Ben Pfaff et al.: <b><a href="https://www.usenix.org/conference/nsdi15/technical-sessions/presentation/pfaff">The Design and Implementation of Open vSwitch</a></b>, <i>USENIX NSDI</i>, 2015.<br /></li>
<li><a id="org37cf099"></a>Molnár et al.: <b><a href="http://doi.acm.org/10.1145/2934872.2934887">Dataplane Specialization for High-performance OpenFlow Software Switching</a></b>, <i>ACM SIGCOMM</i>, 2016.<br /></li>
<li><a id="org9935d0a"></a>Michael Dalton et al.: <b><a href="https://www.usenix.org/conference/nsdi18/presentation/dalton">Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization</a></b>, <i>USENIX NSDI</i>, 2018.<br /></li>
</ul>
</div>
</div>
<div id="outline-container-orgffe8b0b" class="outline-3">
<h3 id="orgffe8b0b">Hardware Switch Architectures</h3>
<div class="outline-text-3" id="text-orgffe8b0b">
</div>
<ul class="org-ul">
<li><a id="orgdff4404"></a>De Carli et al.: <b><a href="http://doi.acm.org/10.1145/1592568.1592593">PLUG: Flexible Lookup Modules for Rapid Deployment of New Protocols in High-speed Routers</a></b>, <i>ACM SIGCOMM</i>, 2009.<br /></li>
<li><a id="org07911bf"></a>Bosshart et al.: <b><a href="http://doi.acm.org/10.1145/2486001.2486011">Forwarding Metamorphosis: Fast Programmable Match-action Processing in Hardware for SDN</a></b>, <i>ACM SIGCOMM</i>, 2013.<br /></li>
<li><a id="org2175a2f"></a>Kuzniar et al.: <b><a href="https://infoscience.epfl.ch/record/199497/files/switches-tr-oct14_1.pdf">What You Need to Know About SDN Control and Data Planes</a></b>, <i>EPFL Technical Report 199497</i>, 2014.<br /></li>
<li><a id="orga1821db"></a>Daniel Firestone et al.: <b><a href="https://www.usenix.org/conference/nsdi18/presentation/firestone">Azure Accelerated Networking: SmartNICs in the Public Cloud</a></b>, <i>USENIX NSDI</i>, 2018.<br /></li>
</ul>
</div>
<div id="outline-container-org789649b" class="outline-3">
<h3 id="org789649b">Programmable NICs</h3>
<div class="outline-text-3" id="text-org789649b">
</div>
<ul class="org-ul">
<li><a id="orgf8609a5"></a>Pravin Shinde et al.: <b><a href="https://www.usenix.org/conference/hotos13/we-need-talk-about-nics">We Need to Talk About NICs</a></b>, <i>USENIX HotOS</i>, 2013.<br /></li>
<li><a id="orgd387c93"></a>Zilberman et al.: <b><a href="https://ieeexplore.ieee.org/document/6866035">NetFPGA SUME: Toward 100 Gbps as Research Commodity</a></b>, <i>IEEE Micro</i>, 2014.<br /></li>
</ul>
</div>
</div>
<div id="outline-container-orgbdc4b0e" class="outline-2">
<h2 id="orgbdc4b0e">Algorithms & HW Realizations</h2>
<div class="outline-text-2" id="text-orgbdc4b0e">
</div>
<ul class="org-ul">
<li><a id="org98b582b"></a>Srinivasan et al.: <b><a href="http://doi.acm.org/10.1145/316188.316216">Packet Classification Using Tuple Space Search</a></b>, <i>ACM SIGCOMM</i>, 1999.<br /></li>
<li><a id="orgdac0c9f"></a>Fu et al.: <b><a href="http://doi.acm.org/10.1145/1544012.1544033">Efficient IP-address Lookup with a Shared Forwarding Table for Multiple Virtual Routers</a></b>, <i>ACM CoNEXT</i>, 2008.<br /></li>
<li><a id="org377e002"></a>Rétvári et al.: <b><a href="http://doi.acm.org/10.1145/2486001.2486009">Compressing IP Forwarding Tables: Towards Entropy Bounds and Beyond</a></b>, <i>ACM SIGCOMM</i>, 2013.<br /></li>
</ul>
</div>
<div id="outline-container-org23b95e7" class="outline-2">
<h2 id="org23b95e7">Applications</h2>
<div class="outline-text-2" id="text-org23b95e7">
</div>
<div id="outline-container-orgacab8f7" class="outline-3">
<h3 id="orgacab8f7">In-network Computation</h3>
<div class="outline-text-3" id="text-orgacab8f7">
</div>
<ul class="org-ul">
<li><a id="org30964b3"></a>Mai et al.: <b><a href="https://dl.acm.org/citation.cfm?id=2674996">Netagg: Using middleboxes for application-specific on-path aggregation in data centres</a></b>, <i>ACM CoNEXT</i>, 2014.<br /></li>
<li><a id="orgb07a427"></a>Sanvito et al.: <b><a href="https://dl.acm.org/citation.cfm?id=3229594">Can the Network Be the AI Accelerator</a></b>, <i>SIGCOMM NetCompute</i>, 2018.<br /></li>
</ul>
</div>
<div id="outline-container-orgdcd3bc8" class="outline-3">
<h3 id="orgdcd3bc8">Monitoring, Telemetry, and Measurement</h3>
<div class="outline-text-3" id="text-orgdcd3bc8">
</div>
<ul class="org-ul">
<li><a id="org160eccb"></a>Kim et al.: <b><a href="https://p4.org/assets/INT-current-spec.pdf">In-band Network Telemetry (INT)</a></b>, <i>P4 Consortium</i>, 2015.<br /></li>
</ul>
</div>
<div id="outline-container-org8433169" class="outline-3">
<h3 id="org8433169">Load balancing</h3>
<div class="outline-text-3" id="text-org8433169">
</div>
<ul class="org-ul">
<li><a id="orga77dffb"></a>Katta et al.: <b><a href="https://conferences.sigcomm.org/sosr/2016/papers/sosr_paper67.pdf">Hula: Scalable load balancing using programmable data planes</a></b>, <i>ACM SOSR</i>, 2016.<br /></li>
</ul>
</div>
<div id="outline-container-org3c54de8" class="outline-3">
<h3 id="org3c54de8">Control plane acceleration</h3>
<div class="outline-text-3" id="text-org3c54de8">
</div>
<ul class="org-ul">
<li><a id="org66d7762"></a>Molero et al.: <b><a href="http://doi.acm.org/10.1145/3286062.3286080">Hardware-Accelerated Network Control Planes</a></b>, <i>ACM HotNets</i>, 2018.<br /></li>
</ul>
</div>
</div>
<div id="outline-container-org93b552c" class="outline-2">
<h2 id="org93b552c">Miscellaneous Topics</h2>
<div class="outline-text-2" id="text-org93b552c">
</div>
<div id="outline-container-org596f812" class="outline-3">
<h3 id="org596f812">History</h3>
<div class="outline-text-3" id="text-org596f812">
</div>
<ul class="org-ul">
<li><a id="org13ecf75"></a>Feamster et al.: <b><a href="http://doi.acm.org/10.1145/2559899.2560327">The Road to SDN</a></b>, <i>ACM Queue</i>, 2013.<br /></li>
<li><a id="org570538b"></a>Nick McKeown et al.: <b><a href="https://conferences.sigcomm.org/sigcomm/2017/files/program-netpl/01-mckeown.pptx">Programmable Forwarding Planes are Here to Stay</a></b>, <i>ACM SIGCOMM NetPL</i>, 2017.<br /></li>
</ul>
</div>
<div id="outline-container-orgd440a5a" class="outline-3">
<h3 id="orgd440a5a">Deployments</h3>
<div class="outline-text-3" id="text-orgd440a5a">
</div>
<ul class="org-ul">
<li><a id="org20d71fe"></a>Casado et al.: <b><a href="http://doi.acm.org/10.1145/1282380.1282382">Ethane: Taking Control of the Enterprise</a></b>, <i>ACM SIGCOMM</i>, 2007.<br /></li>
</ul>
</div>
</div>
</div>
<div id="postamble" class="status">
<p class="author">Author: Roberto Bifulco, Stefan Schmid, Gábor Rétvári</p>
<p class="date">Created: 2019-09-29 Sun 17:49</p>
<p class="validation"></p>
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