Scaling distributed machine learning with in-network aggregation A Sapio, M Canini, CY Ho, J Nelson, P Kalnis, C Kim, A Krishnamurthy, ... arXiv preprint arXiv:1903.06701, 2019 | 403 | 2019 |
Approximate storage in solid-state memories A Sampson, J Nelson, K Strauss, L Ceze ACM Transactions on Computer Systems (TOCS) 32 (3), 1-23, 2014 | 403 | 2014 |
Latency-tolerant software distributed shared memory J Nelson, B Holt, B Myers, P Briggs, L Ceze, S Kahan, M Oskin 2015 {USENIX} Annual Technical Conference ({USENIX}{ATC} 15), 291-305, 2015 | 272 | 2015 |
SNNAP: Approximate computing on programmable socs via neural acceleration T Moreau, M Wyse, J Nelson, A Sampson, H Esmaeilzadeh, L Ceze, ... 2015 IEEE 21st International Symposium on High Performance Computer …, 2015 | 183 | 2015 |
IncBricks: Toward In-Network Computation with an In-Network Cache M Liu, L Luo, J Nelson, L Ceze, A Krishnamurthy, K Atreya Proceedings of the Twenty-Second International Conference on Architectural …, 2017 | 170 | 2017 |
Evaluating the power of flexible packet processing for network resource allocation NK Sharma, A Kaufmann, T Anderson, A Krishnamurthy, J Nelson, ... 14th {USENIX} Symposium on Networked Systems Design and Implementation …, 2017 | 166 | 2017 |
Parameter hub: a rack-scale parameter server for distributed deep neural network training L Luo, J Nelson, L Ceze, A Phanishayee, A Krishnamurthy Proceedings of the ACM Symposium on Cloud Computing, 41-54, 2018 | 138 | 2018 |
RCDC: a relaxed consistency deterministic computer J Devietti, J Nelson, T Bergan, L Ceze, D Grossman ACM SIGARCH Computer Architecture News 39 (1), 67-78, 2011 | 120 | 2011 |
When should the network be the computer? DRK Ports, J Nelson Proceedings of the Workshop on Hot Topics in Operating Systems, 209-215, 2019 | 112 | 2019 |
The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems I Zhang, A Raybuck, P Patel, K Olynyk, J Nelson, OSN Leija, A Martinez, ... Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles …, 2021 | 87 | 2021 |
Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories J Li, J Nelson, E Michael, X Jin, DRK Ports 14th {USENIX} Symposium on Operating Systems Design and Implementation …, 2020 | 68 | 2020 |
Grappa: A latency-tolerant runtime for large-scale irregular applications J Nelson, B Holt, B Myers, P Briggs, L Ceze, S Kahan, M Oskin International Workshop on Rack-Scale Computing (WRSC w/EuroSys), 2014 | 60 | 2014 |
Crunching large graphs with commodity processors J Nelson, B Myers, AH Hunter, P Briggs, L Ceze, C Ebeling, D Grossman, ... 3rd USENIX Workshop on Hot Topics in Parallelism (HotPar 11), 2011 | 52 | 2011 |
Xenic: SmartNIC-Accelerated Distributed Transactions HN Schuh, W Liang, M Liu, J Nelson, A Krishnamurthy Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles …, 2021 | 49 | 2021 |
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches Y Yuan, O Alama, J Fei, J Nelson, DRK Ports, A Sapio, M Canini, NS Kim 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022 | 38 | 2022 |
Plink: Discovering and exploiting locality for accelerated distributed training on the public cloud L Luo, P West, J Nelson, A Krishnamurthy, L Ceze Proceedings of Machine Learning and Systems 2, 82-97, 2020 | 38 | 2020 |
Synthesizing optimal collective algorithms Z Cai, Z Liu, S Maleki, M Musuvathi, T Mytkowicz, J Nelson, O Saarikivi Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of …, 2021 | 37 | 2021 |
PRISM: Rethinking the RDMA Interface for Distributed Systems M Burke, S Dharanipragada, S Joyner, A Szekeres, J Nelson, I Zhang, ... Proceedings of the ACM SIGOPS 28th Symposium on Operating Systems Principles …, 2021 | 33 | 2021 |
RedPlane: enabling fault-tolerant stateful in-switch applications D Kim, J Nelson, DRK Ports, V Sekar, S Seshan Proceedings of the 2021 ACM SIGCOMM 2021 Conference, 223-244, 2021 | 32 | 2021 |
Comparing runtime systems with exascale ambitions using the parallel research kernels RF Van der Wijngaart, A Kayi, JR Hammond, G Jost, TS John, ... International Conference on High Performance Computing, 321-339, 2016 | 26 | 2016 |