Jacob Nelson

According to our database, Jacob Nelson authored at least 35 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Beehive: A Flexible Network Stack for Direct-Attached Accelerators.

Katie Lim, Matthew Giordano, Theano Stavrinos, Irene Zhang, Jacob Nelson, Baris Kasikci, Thomas E. Anderson

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

2023

Hybrid Computing for Interactive Datacenter Applications.

Pratyush Patel, Katie Lim, Kushal Jhunjhunwalla, Ashlie Martinez, Max Demoulin, Jacob Nelson, Irene Zhang, Thomas E. Anderson

CoRR, 2023

TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches.

Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Rambda: RDMA-driven Acceleration Framework for Memory-intensive µs-scale Datacenter Applications.

Yifan Yuan, Jinghan Huang, Yan Sun, Tianchen Wang, Jacob Nelson, Dan R. K. Ports, Yipeng Wang, Ren Wang, Charlie Tai, Nam Sung Kim

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

SlimeMold: Hardware Load Balancer at Scale in Datacenter.

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

Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022

ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications.

Yifan Yuan, Jinghan Huang, Yan Sun, Tianchen Wang, Jacob Nelson, Dan R. K. Ports, Yipeng Wang, Ren Wang, Charlie Tai, Nam Sung Kim

CoRR, 2022

SwiSh: Distributed Shared State Abstractions for Programmable Switches.

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

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Unlocking the Power of Inline Floating-Point Operations on Programmable Switches.

Yifan Yuan, Omar Alama, Jiawei Fei, Jacob Nelson, Dan R. K. Ports, Amedeo Sapio, Marco Canini, Nam Sung Kim

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

A Disaggregate Data Collecting Approach for Loss-Tolerant Applications.

Ziyuan Liu, Zhixiong Niu, Ran Shu, Wenxue Cheng, Peng Cheng, Yongqiang Xiong, Lihua Yuan, Jacob Nelson, Dan R. K. Ports

Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021

Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL.

Aashaka Shah, Vijay Chidambaram, Meghan Cowan, Saeed Maleki, Madan Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi, Rachee Singh

CoRR, 2021

Cloud Collectives: Towards Cloud-aware Collectives forML Workloads with Rank Reordering.

Liang Luo, Jacob Nelson, Arvind Krishnamurthy, Luis Ceze

CoRR, 2021

The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems.

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

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Xenic: SmartNIC-Accelerated Distributed Transactions.

Henry N. Schuh, Weihao Liang, Ming Liu, Jacob Nelson, Arvind Krishnamurthy

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

PRISM: Rethinking the RDMA Interface for Distributed Systems.

Matthew Burke, Sowmya Dharanipragada, Shannon Joyner, Adriana Szekeres, Jacob Nelson, Irene Zhang, Dan R. K. Ports

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

RedPlane: enabling fault-tolerant stateful in-switch applications.

Daehyeok Kim, Jacob Nelson, Dan R. K. Ports, Vyas Sekar, Srinivasan Seshan

Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Synthesizing optimal collective algorithms.

Zixian Cai, Zhengyang Liu, Saeed Maleki, Madanlal Musuvathi, Todd Mytkowicz, Jacob Nelson, Olli Saarikivi

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Scaling Distributed Machine Learning with In-Network Aggregation.

Amedeo Sapio, Marco Canini, Chen-Yu Ho, Jacob Nelson, Panos Kalnis, Changhoon Kim, Arvind Krishnamurthy, Masoud Moshref, Dan R. K. Ports, Peter Richtárik

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

2020

Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories.

Jialin Li, Jacob Nelson, Ellis Michael, Xin Jin, Dan R. K. Ports

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud.

Liang Luo, Peter West, Arvind Krishnamurthy, Luis Ceze, Jacob Nelson

Proceedings of the Third Conference on Machine Learning and Systems, 2020

SwiShmem: Distributed Shared State Abstractions for Programmable Switches.

Lior Zeno, Dan R. K. Ports, Jacob Nelson, Mark Silberstein

Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

Securing RDMA for High-Performance Datacenter Storage Systems.

Anna Kornfeld Simpson, Adriana Szekeres, Jacob Nelson, Irene Zhang

Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

2019

When Should The Network Be The Computer?

Dan R. K. Ports, Jacob Nelson

Proceedings of the Workshop on Hot Topics in Operating Systems, 2019

2018

Parameter Hub: High Performance Parameter Servers for Efficient Distributed Deep Neural Network Training.

Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy

CoRR, 2018

Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.

Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Evaluating the Power of Flexible Packet Processing for Network Resource Allocation.

Naveen Kr. Sharma, Antoine Kaufmann, Thomas E. Anderson, Arvind Krishnamurthy, Jacob Nelson, Simon Peter

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

IncBricks: Toward In-Network Computation with an In-Network Cache.

Ming Liu, Liang Luo, Jacob Nelson, Luis Ceze, Arvind Krishnamurthy, Kishore Atreya

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

Comparing Runtime Systems with Exascale Ambitions Using the Parallel Research Kernels.

Rob F. Van der Wijngaart, Abdullah Kayi, Jeff R. Hammond, Gabriele Jost, Tom St. John, Srinivas Sridharan, Timothy G. Mattson, John Abercrombie, Jacob Nelson

Proceedings of the High Performance Computing - 31st International Conference, 2016

2015

Trading Latency for Performance in Data-Intensive Applications.

Jacob Nelson, Brandon Holt, Brandon Myers, Preston Briggs, Simon Kahan, Luis Ceze, Mark Oskin

login Usenix Mag., 2015

Latency-Tolerant Software Distributed Shared Memory.

Jacob Nelson, Brandon Holt, Brandon Myers, Preston Briggs, Luis Ceze, Simon Kahan, Mark Oskin

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

SNNAP: Approximate computing on programmable SoCs via neural acceleration.

Thierry Moreau, Mark Wyse, Jacob Nelson, Adrian Sampson, Hadi Esmaeilzadeh, Luis Ceze, Mark Oskin

Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

Scalable adaptive label propagation in Grappa.

Golnoosh Farnadi, Zeinab Mahdavifar, Ivan Keller, Jacob Nelson, Ankur Teredesai, Marie-Francine Moens, Martine De Cock

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Latency-Tolerant Distributed Shared Memory For Data-Intensive Applications.

Jacob Nelson

PhD thesis, 2014

Approximate Storage in Solid-State Memories.

Adrian Sampson, Jacob Nelson, Karin Strauss, Luis Ceze

ACM Trans. Comput. Syst., 2014

2011

Crunching Large Graphs with Commodity Processors.

Jacob Nelson, Brandon Myers, A. H. Hunter, Preston Briggs, Luis Ceze, Carl Ebeling, Dan Grossman, Simon Kahan, Mark Oskin

Proceedings of the 3rd USENIX Workshop on Hot Topics in Parallelism, 2011

RCDC: a relaxed consistency deterministic computer.

Joseph Devietti, Jacob Nelson, Tom Bergan, Luis Ceze, Dan Grossman

Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011