Jacob Nelson

44 papers A* 12A 2B 1C 1Misc 6Journal 13Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beware, PCIe Switches! CXL Pools Are Out to Get You.
CoRR
Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti, Enrique Saurez, Jacob Nelson, Antonis Psistakis, Joshua Fried, Asaf Cidon
2025 J jnl
HyperDrive: Direct Network Telemetry Storage via Programmable Switches.
IEEE Trans. Cloud Comput.
Ziyuan Liu, Zhixiong Niu, Ran Shu, Wenxue Cheng, Lihua Yuan, Jacob Nelson, Dan R. K. Ports, Peng Cheng, Yongqiang Xiong
2025 A conf
My CXL Pool Obviates Your PCIe Switch.
HotOS
Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti, Enrique Saurez, Jacob Nelson, Antonis Psistakis, Joshua Fried, Asaf Cidon
2025 A* conf
Oasis: Pooling PCIe Devices Over CXL to Boost Utilization.
SOSP
Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti, Enrique Saurez, Jacob Nelson, Dan R. K. Ports, Antonis Psistakis, Joshua Fried, Asaf Cidon
2024 A* conf
Beehive: A Flexible Network Stack for Direct-Attached Accelerators.
MICRO
Katie Lim, Matthew Giordano, Theano Stavrinos, Irene Zhang, Jacob Nelson, Baris Kasikci, Thomas E. Anderson
2023 J jnl
Hybrid Computing for Interactive Datacenter Applications.
CoRR
Pratyush Patel, Katie Lim, Kushal Jhunjhunwalla, Ashlie Martinez, Max Demoulin, Jacob Nelson, Irene Zhang, Thomas E. Anderson
2023 A* conf
Rambda: RDMA-driven Acceleration Framework for Memory-intensive µs-scale Datacenter Applications.
HPCA
Yifan Yuan, Jinghan Huang, Yan Sun, Tianchen Wang, Jacob Nelson, Dan R. K. Ports, Yipeng Wang, Ren Wang, Charlie Tai, Nam Sung Kim
2023 — conf
SlimeMold: Hardware Load Balancer at Scale in Datacenter.
APNet
Ziyuan Liu, Zhixiong Niu, Ran Shu, Liang Gao, Guohong Lai, Na Wang, Zongying He, Jacob Nelson, Dan R. K. Ports, Lihua Yuan, Peng Cheng, Yongqiang Xiong
2023 Misc conf
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches.
NSDI
Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi
2022 — conf
A Disaggregate Data Collecting Approach for Loss-Tolerant Applications.
APNet
Ziyuan Liu, Zhixiong Niu, Ran Shu, Wenxue Cheng, Peng Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports
2022 J jnl
ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications.
CoRR
Yifan Yuan, Jinghan Huang, Yan Sun, Tianchen Wang, Jacob Nelson, Dan R. K. Ports, Yipeng Wang, Ren Wang, Charlie Tai, Nam Sung Kim
2022 Misc conf
SwiSh: Distributed Shared State Abstractions for Programmable Switches.
NSDI
Lior Zeno, Dan R. K. Ports, Jacob Nelson, Daehyeok Kim, Shir Landau Feibish, Idit Keidar, Arik Rinberg, Alon Rashelbach, Igor Lima de Paula, Mark Silberstein
2022 Misc conf
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches.
NSDI
Yifan Yuan, Omar Alama, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Amedeo Sapio, Marco Canini, Nam Sung Kim
2021 J jnl
Cloud Collectives: Towards Cloud-aware Collectives forML Workloads with Rank Reordering.
CoRR
Liang Luo, Jacob Nelson, Arvind Krishnamurthy, Luis Ceze
2021 A* conf
PRISM: Rethinking the RDMA Interface for Distributed Systems.
SOSP
Matthew Burke, Sowmya Dharanipragada, Shannon Joyner, Adriana Szekeres, Jacob Nelson, Irene Zhang, Dan R. K. Ports
2021 A* conf
RedPlane: enabling fault-tolerant stateful in-switch applications.
SIGCOMM
Daehyeok Kim, Jacob Nelson, Dan R. K. Ports, Vyas Sekar, Srinivasan Seshan
2021 Misc conf
Scaling Distributed Machine Learning with In-Network Aggregation.
NSDI
Amedeo Sapio, Marco Canini, Chen-Yu Ho, Jacob Nelson, Panos Kalnis, Changhoon Kim, Arvind Krishnamurthy, Masoud Moshref, Dan R. K. Ports, Peter Richtárik
2021 J jnl
Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL.
CoRR
Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi, Rachee Singh
2021 B conf
Synthesizing optimal collective algorithms.
PPoPP
Zixian Cai, Zhengyang Liu, Saeed Maleki, Madanlal Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi
2021 A* conf
The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems.
SOSP
Irene Zhang, Amanda Raybuck, Pratyush Patel, Kirk Olynyk, Jacob Nelson, Omar S. Navarro Leija, Ashlie Martinez, Jing Liu, Anna Kornfeld Simpson, Sujay Jayakar, Pedro Henrique Penna, Max Demoulin, Piali Choudhury, Anirudh Badam
2021 J jnl
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches.
CoRR
Yifan Yuan, Omar Alama, Amedeo Sapio, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Marco Canini, Nam Sung Kim
2021 A* conf
Xenic: SmartNIC-Accelerated Distributed Transactions.
SOSP
Henry N. Schuh, Weihao Liang, Ming Liu, Jacob Nelson, Arvind Krishnamurthy
2020 — conf
PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud.
MLSys
Liang Luo, Peter West, Arvind Krishnamurthy, Luis Ceze, Jacob Nelson
2020 A* conf
Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories.
OSDI
Jialin Li, Jacob Nelson, Ellis Michael, Xin Jin, Dan R. K. Ports
2020 — conf
Securing RDMA for High-Performance Datacenter Storage Systems.
HotCloud
Anna Kornfeld Simpson, Adriana Szekeres, Jacob Nelson, Irene Zhang
2020 Misc conf
SwiShmem: Distributed Shared State Abstractions for Programmable Switches.
HotNets
Lior Zeno, Dan R. K. Ports, Jacob Nelson, Mark Silberstein
2020 J jnl
Synthesizing Optimal Collective Algorithms.
CoRR
Zixian Cai, Zhengyang Liu, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi
2019 J jnl
Scaling Distributed Machine Learning with In-Network Aggregation.
CoRR
Amedeo Sapio, Marco Canini, Chen-Yu Ho, Jacob Nelson, Panos Kalnis, Changhoon Kim, Arvind Krishnamurthy, Masoud Moshref, Dan R. K. Ports, Peter Richtárik
2019 A conf
When Should The Network Be The Computer?
HotOS
Dan R. K. Ports, Jacob Nelson
2018 J jnl
Parameter Hub: High Performance Parameter Servers for Efficient Distributed Deep Neural Network Training.
CoRR
Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy
2018 — conf
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.
SoCC
Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy
2018 J jnl
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.
CoRR
Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy
2017 Misc conf
Evaluating the Power of Flexible Packet Processing for Network Resource Allocation.
NSDI
Naveen Kr. Sharma, Antoine Kaufmann, Thomas E. Anderson, Arvind Krishnamurthy, Jacob Nelson, Simon Peter
2017 A* conf
IncBricks: Toward In-Network Computation with an In-Network Cache.
ASPLOS
Ming Liu, Liang Luo, Jacob Nelson, Luis Ceze, Arvind Krishnamurthy, Kishore Atreya
2016 C conf
Comparing Runtime Systems with Exascale Ambitions Using the Parallel Research Kernels.
ISC
Rob F. Van der Wijngaart, Abdullah Kayi, Jeff R. Hammond, Gabriele Jost, Tom St. John, Srinivas Sridharan, Timothy G. Mattson, John Abercrombie, Jacob Nelson
2015 — conf
Latency-Tolerant Software Distributed Shared Memory.
USENIX ATC
Jacob Nelson, Brandon Holt, Brandon Myers, Preston Briggs, Luis Ceze, Simon Kahan, Mark Oskin
2015 A* conf
SNNAP: Approximate computing on programmable SoCs via neural acceleration.
HPCA
Thierry Moreau, Mark Wyse, Jacob Nelson, Adrian Sampson, Hadi Esmaeilzadeh, Luis Ceze, Mark Oskin
2015 — conf
Scalable adaptive label propagation in Grappa.
IEEE BigData
Golnoosh Farnadi, Zeinab Mahdavifar, Ivan Keller, Jacob Nelson, Ankur Teredesai, Marie-Francine Moens, Martine De Cock
2015 J jnl
Trading Latency for Performance in Data-Intensive Applications.
login Usenix Mag.
Jacob Nelson, Brandon Holt, Brandon Myers, Preston Briggs, Simon Kahan, Luis Ceze, Mark Oskin
2014 J jnl
Approximate Storage in Solid-State Memories.
ACM Trans. Comput. Syst.
Adrian Sampson, Jacob Nelson, Karin Strauss, Luis Ceze
2014 — —
Latency-Tolerant Distributed Shared Memory For Data-Intensive Applications.
Jacob Nelson
2013 A* conf
Approximate storage in solid-state memories.
MICRO
Adrian Sampson, Jacob Nelson, Karin Strauss, Luis Ceze
2011 — conf
Crunching Large Graphs with Commodity Processors.
HotPar
Jacob Nelson, Brandon Myers, A. H. Hunter, Preston Briggs, Luis Ceze, Carl Ebeling, Dan Grossman, Simon Kahan, Mark Oskin
2011 A* conf
RCDC: a relaxed consistency deterministic computer.
ASPLOS
Joseph Devietti, Jacob Nelson, Tom Bergan, Luis Ceze, Dan Grossman