Jacob Nelson
Jacob Nelson
Microsoft Research
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
When should the network be the computer?
DRK Ports, J Nelson
Proceedings of the Workshop on Hot Topics in Operating Systems, 209-215, 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
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
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
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
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
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
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
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
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
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
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
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