| 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 | 493 | 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 | 408 | 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 | 285 | 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 | 191 | 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 | 181 | 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 | 180 | 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 | 154 | 2018 |
| When should the network be the computer? DRK Ports, J Nelson Proceedings of the Workshop on Hot Topics in Operating Systems, 209-215, 2019 | 126 | 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 | 124 | 2021 |
| 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 | 121 | 2011 |
| 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 | 88 | 2020 |
| 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 | 69 | 2021 |
| 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 | 61 | 2014 |
| 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 | 54 | 2021 |
| 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 |
| 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 | 50 | 2020 |
| TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches A Shah, V Chidambaram, M Cowan, S Maleki, M Musuvathi, T Mytkowicz, ... | 48* | |
| 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 | 46 | 2022 |
| 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 | 45 | 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 | 40 | 2021 |
Luis CezeProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu