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<!DOCTYPE html>
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<h2>Publications</h2>
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<h3>Select Publications:</h3>
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<h4>Transparent, Live Migration of a Software-Defined Network</h4>
<p>Soudeh Ghorbani, Cole Schlesinger, Matthew Monaco, <strong>Eric Keller</strong>, Matthew Caesar, Jennifer Rexford, David Walker</p>
<p>ACM Symposium on Cloud Computing (SoCC). Nov., 2014</p>
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<h3>2024</h3>
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<h4>LinuxFP: Transparently Accelerating Linux Networking</h4>
<p>M. Abranches, E. Hunhoff, R. Eswara, O. Michel, and E. Keller.</p>
<p>In IEEE International Conference on Distributed Computing Systems (ICDCS), 2024</p>
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<h3>2023</h3>
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<h4>Doomed to Repeat with IPv6? Characterization of NAT-centric Security in SOHO Routers</h4>
<p>Karl Olson, Jack Wampler, Eric Keller</p>
<p>ACM Computing Surveys, Volume 55, Issue 14s, July 2023</p>
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<h4>An Operating System for Disaggregation with Coherence</h4>
<p>Erika Hunhoff, Gerd Zellweger, Eric Keller</p>
<p>(poster)USENIX Symposium on Operating Systems Design and Implementation (OSDI), June 2023</p>
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<h4>Enabling Security Research Through Efficient Partial Deployment Topology Configuration and Validation</h4>
<p>Bashayer Alharbi, Karl Olson, Eric Keller</p>
<p>IEEE International Workshop on Computer and Networking Experimental Research using Testbeds (CNERT), May 2023</p>
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<h4>Capturing and Predicting User Frustration to Support a Smart Operating System</h4>
<p>Sepideh Goodarzy, Eric Keller, Maziyar Nazari, Eric Rozner, Richard Han, Mark Dras, Young Choon Lee, Deborah Richards</p>
<p>Companion Proceedings of the 28th ACM International Conference on Intelligent User Interfaces (IUI), March 2023.</p>
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<h3>2022</h3>
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<h4>Getting back what was lost in the era of high-speed software packet processing</h4>
<p>Marcelo Abranches, Oliver Michel, Eric Keller</p>
<p>ACM Workshop on Hot Topics in Networks (HotNets), Nov. 2022.</p>
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<h4>Detecting Unseen Anomalies in Network Systems by Leveraging Neural Networks</h4>
<p>IEEE Transactions on Network and Service Management (TNSM), Vol. 19, No. 3, Sept. 2022</p>
<p>Mohammad J. Hashemi, Eric Keller, Saeid Tizpaz-Niari</p>
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<h4>Escra: Event-driven, Sub-second Container Resource Allocation</h4>
<p>Greg Cusack, Maziyar Nazari, Sepideh Goodarzy, Erika Hunhoff, Prerit Oberai, Eric Keller, Eric Rozner, and Rick Han</p>
<p>IEEE International Conference on Distributed Computing Systems (ICDCS), July 2022.</p>
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<h3>2021</h3>
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<h4>Optimizing and Extending Serverless Platforms: A Survey</h4>
<p>Maziyar Nazari, Sepideh Goodarzy, Shivakant Mishra, Eric Rozner, Eric Keller</p>
<p>International Conference on Software Defined Systems (SDS). December 6-9, 2021</p>
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<h4>Efficient Network Monitoring Applications in the Kernel with eBPF and XDP</h4>
<p>Marcelo Abranches, Oliver Michel, Eric Keller, Stefan Schmid</p>
<p>IEEE Conference on Network Functions Virtualization and Software-Defined Networking (IEEE NFV-SDN 2021), Nov. 2021. (Best Paper)</p>
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<h4>SmartOS: towards automated learning and user-adaptive resource allocation in operating systems</h4>
<p>Sepideh Goodarzy, Maziyar Nazari, Richard Han, Eric Keller, Eric Rozner</p>
<p>ACM SIGOPS Asia-Pacific Workshop on Systems (APSys), Aug 2021.</p>
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<h4>(Poster) Federating Trust: Network Orchestration for Cross-boundary Zero Trust.</h4>
<p>Karl Olson, Eric Keller.</p>
<p>In ACM SIGCOMM (Poster), Aug 2021.</p>
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<h4>Infinity: A Scalable Infrastructure for In-Network Applications</h4>
<p>Marcelo Abranches, Karl Olson, Eric Keller</p>
<p>IFIP/IEEE FlexNGIA workshop (co-located with IFIP/IEEE International Symposium on Integrated Network Management (IM)), May 2021</p>
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<h4>StepNet: A Compositional Framework with Reduced Querying for Homing Complex Network Services</h4>
<p>Azzam Alsudais A, Shankar P Narayanan, Bharath Balasubramanian, Zhe Huang , Eric Keller</p>
<p>IFIP/IEEE International Symposium on Integrated Network Management (IM), May 2021</p>
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<h4>Software Packet-Level Network Analytics at Cloud Scale</h4>
<p>Oliver Michel, John Sonchack, Greg Cusack, Maziyar Nazari, Eric Keller, Jonathan M Smith</p>
<p>IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 18(1):597-610. Mar 2021</p>
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<h3>2020</h3>
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<h4>Resource Management in Cloud Computing Using Machine Learning: A Survey</h4>
<p>IEEE International Conference On Machine Learning And Applications. Dec., 2020.</p>
<p>Sepideh Goodarzy, Maziyar Nazari, Richard Han, Eric Keller, Eric Rozner</p>
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</li>
</ul>
</div>
<div class="publications-item">
<h4>General Domain Adaptation Through Proportional Progressive Pseudo Labeling</h4>
<p>Mohammad J. Hashemi, Eric Keller</p>
<p>IEEE International Conference on Big Data (BigData), Dec. 2020 (83reg,88short/535=31%)</p>
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<a href="papers/2020/PPPL_ieee_bigdata2020_slides.pdf">
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</a>
</li>
</ul>
</div>
<div class="publications-item">
<h4>FluidMem: Full Flexible and Fast Memory Disaggregation for the Cloud</h4>
<p>Blake Caldwell, Youngbin Im, Sepideh Goodarzy, Sangtae Ha, Richard Han, Eric Keller, Eric Rozner</p>
<p>IEEE International Conference on Distributed Computing Systems (ICDCS), Nov. 2020. (104/584=18%)</p>
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</ul>
</div>
<div class="publications-item">
<h4>A Userspace Transport Stack DoesnΓÇÖt Have to Mean Losing Linux Processing</h4>
<p>Marcelo Abranches, Eric Keller</p>
<p>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2020), Nov. 2020.</p>
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<a href="papers/2020/HybridNetworkStack_ieee_nfvsdn2020_slides.pdf">
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</ul>
</div>
<div class="publications-item">
<h4>Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems</h4>
<p>Mohammad J. Hashemi, Eric Keller</p>
<p>IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN 2020), Nov. 2020.</p>
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</div>
<h3>2019</h3>
<div class="publications-item">
<h4>Towards Evaluation of NIDSs in Adversarial Setting</h4>
<p>Mohammad Hashemi, Greg Cusack, Eric Keller</p>
<p>3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA), Dec, 2019.</p>
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</div>
<div class="publications-item">
<h4>(poster) Stateless TCP</h4>
<p>Marcelo Abranches, Eric Keller</p>
<p>The 15th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Dec, 2019.</p>
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<div class="publications-item">
<h4>(poster) Efficient Microservices with Elastic Containers</h4>
<p>Greg Cusack, Maziyar Nazari, Sepideh Goodarzy, Prerit Oberai, Eric Rozner, Eric Keller</p>
<p>The 15th International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Dec, 2019.</p>
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<a href="papers/2019/elastic_containers_conext2019_ext_abstract.pdf">
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<h4>FOCUS: Scalable Search Over Highly Dynamic Geo-distributed State</h4>
<p>Azzam Alsudais, Mohammad Hashemi, Zhe Huang, Bharath Balasubramanian, Shankaranarayanan Puzhavakath Narayanan, Eric Keller, and Kaustubh Joshi</p>
<p>IEEE International Conference on Distributed Computing Systems (ICDCS), July, 2019. (25%)</p>
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<h4>Shimmy: Shared Memory Channels for High Performance Inter-Container Communication</h4>
<p>Marcelo Abranches, Sepideh Goodarzy, Maziyar Nazari, Shivakant Mishra, Eric Keller</p>
<p>USENIX Workshop on Hot Topics in Edge Computing (HotEdge), July, 2019. (22/39 = 56%)</p>
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<h4>Network Defragmentation in Virtualized Data Centers</h4>
<p>Oliver Michel, Eric Keller, Fernando Ramos</p>
<p>Sixth IEEE International Conference on Software Defined Systems (SDS), June, 2019.</p>
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<h4>PIQ: Persistent Interactive Queries for Network Analytics</h4>
<p>Oliver Michel, John Sonchack, Eric Keller, Jonathan M. Smith</p>
<p>ACM Workshop on Security in Software Defined Networks & Network Function Virtualization (SDN-NFV Sec), March, 2019.</p>
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<h4>Breaking the Trust Dependence on Third Party Processes for Reconfigurable Secure Hardware</h4>
<p>Aimee Coughlin, Greg Cusack, Jack Wampler, Eric Keller, Eric Wustrow</p>
<p>ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA) (full paper), Feb, 2019. (24 full + 6 short / 139 submissions= 17% full, 21% overall)</p>
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<h3>2018</h3>
<div class="publications-item">
<h4>Stochastic Substitute Training: A General Approach to Craft Adversarial Examples against Defenses which Obfuscate Gradients</h4>
<p>Mohammad Hashemi, Greg Cusack, Eric Keller</p>
<p>ACM Workshop on Artificial Intelligence and Security (AISec), Oct., 2018.</p>
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<a href="papers/2018/sst_aisec2018.pdf">
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</div>
<div class="publications-item">
<h4>(presentation) Packet-Level Network Analytics without Compromises</h4>
<p>Oliver Michel (work covers collaboration with Eric Keller, John Sonchack, Adam J. Aviv, and Jonathan M. Smith)</p>
<p>73rd North American Network Operators Group Conference (NANOG 73), July 2018</p>
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<h4>Scaling Hardware Accelerated Network Monitoring to Concurrent and Dynamic Queries With *Flow</h4>
<p>John Sonchack, Oliver Michel, Adam J. Aviv, Eric Keller, Jonathan M. Smith</p>
<p>USENIX Annual Technical Conference (ATC), July, 2018</p>
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<div class="publications-item">
<h4>Packet-Level Analytics in Software without Compromises</h4>
<p>Oliver Michel, John Sonchack, Eric Keller, Jonathan M. Smith</p>
<p>USENIX Workshop on Hot Topics in Cloud Computing (HotCloud), July 2018</p>
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<a href="papers/2018/jetstream_hotcloud18.pdf">
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<div class="publications-item">
<h4>NodeFinder: Scalable Search over Highly Dynamic Geo-distributed State</h4>
<p>Azzam Alsudais, Zhe Huang, Bharath Balasubramanian, Shankaranarayanan Puzhavakath Narayanan, Eric Keller, Kaustubh Joshi</p>
<p>USENIX Workshop on Hot Topics in Cloud Computing (HotCloud), July 2018</p>
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<a href="papers/2018/nodefinder_hotcloud18.pdf">
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</div>
<div class="publications-item">
<h4>Making Serverless Computing More Serverless</h4>
<p>Zaid Al-Ali, Sepideh Goodarzy, Ethan Hunter, Sangtae Ha, Richard Han, Eric Keller, Eric Rozner</p>
<p>International Workshop on Serverless Computing (WoSC), July, 2018</p>
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</div>
<div class="publications-item">
<h4>Elasticizing Linux via Joint Disaggregation of Memory and Computation</h4>
<p>Ehab Ababneh, Zaid Al-Ali, Sangtae Ha, Richard Han, Eric Keller</p>
<p>Tech Report, arXiv:1806.00885 [cs.DC], June 2018</p>
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<a href="https://arxiv.org/pdf/1806.00885.pdf">
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<div class="publications-item">
<h4>Turboflow: information rich flow record generation on commodity switches</h4>
<p>John Sonchack, Adam J. Aviv, Eric Keller, and Jonathan M. Smith</p>
<p>Thirteenth EuroSys Conference (EuroSys '18), April, 2018. (won best student paper)</p>
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<a href="https://youtu.be/95BpLpW5WoQ?t=39m18s">
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<div class="publications-item">
<h4>(poster) Scalable Hardware-Accelerated Network Analytics</h4>
<p>Oliver Michel, John Sonchack, Adam J. Aviv, Eric Keller</p>
<p>USENIX Symposium on Networked Systems Design and Implementation (NSDI). April, 2018</p>
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<a href="papers/2018/jetstream_poster_nsdi18-abstract.pdf">
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<div class="publications-item">
<h4>Machine Learning-Based Detection of Ransomware Using SDN</h4>
<p>Greg Cusack, Oliver Michel, Eric Keller.</p>
<p>ACM International Workshop on Security in Software Defined Networks & Network Function Virtualization (SDN-NFV Sec). March, 2018</p>
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<a href="papers/2018/ransomware_SDN_NFV_Security_2018.pdf">
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<div class="publications-item">
<h4>A Practical Evaluation of Rate Adaptation Algorithms in HTTP-based Adaptive Streaming</h4>
<p>Ibrahim Ayad, Youngbin Im, Eric Keller, Sangtae Ha</p>
<p>Elsevier COMPUTER NETWORKS, 133:90-103, March, 2018.</p>
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<div class="publications-item">
<h4>(poster) Machine Learning-Based Fingerprinting of Network Traffic Using Programmable Forwarding Engines</h4>
<p>Greg Cusack, Oliver Michel, Eric Keller</p>
<p>Network and Distributed System Security Symposium (NDSS). February, 2018. (won best technical poster)</p>
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<a href="papers/2018/Fingerprinting-network-traffic-NDSS-Poster-2018.pdf">
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<h3>2017</h3>
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<h4>Building a Security OS With Software Defined Infrastructure</h4>
<p>Guofei Gu, Hongxin Hu, Eric Keller, Zhiqiang Lin, Donald E. Porter</p>
<p>ACM Asia-Pacific Workshop on Systems (APSys). Sept. 2017</p>
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<a href="papers/2017/S2OS-APSYS17-paper.pdf">
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<a href="papers/2017/S2OS-APSYS17-paper-slides.pdf">
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</div>
<div class="publications-item">
<h4>FluidMem: Memory as a Service for the Datacenter</h4>
<p>Blake Caldwell, Youngbin Im, Sangtae Ha, Richard Han, and Eric Keller</p>
<p>Tech Report, arXiv:1707.07780 [cs.OS]. July 2017</p>
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