Jacob Nelson

Orcid: 0000-0003-0791-5281

Affiliations:
  • Microsoft Research, Redmond, WA, USA
  • University of Washington, Seattle, WA, USA (Ph.D., 2014)


According to our database1, Jacob Nelson authored at least 34 papers between 2011 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Hybrid Computing for Interactive Datacenter Applications.
CoRR, 2023

TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches.
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.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

SlimeMold: Hardware Load Balancer at Scale in Datacenter.
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023

2022
ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications.
CoRR, 2022

SwiSh: Distributed Shared State Abstractions for Programmable Switches.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Unlocking the Power of Inline Floating-Point Operations on Programmable Switches.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

A Disaggregate Data Collecting Approach for Loss-Tolerant Applications.
Proceedings of the 6th Asia-Pacific Workshop on Networking, 2022

2021
Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL.
CoRR, 2021

Cloud Collectives: Towards Cloud-aware Collectives forML Workloads with Rank Reordering.
CoRR, 2021

The Demikernel Datapath OS Architecture for Microsecond-scale Datacenter Systems.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Xenic: SmartNIC-Accelerated Distributed Transactions.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

PRISM: Rethinking the RDMA Interface for Distributed Systems.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

RedPlane: enabling fault-tolerant stateful in-switch applications.
Proceedings of the ACM SIGCOMM 2021 Conference, Virtual Event, USA, August 23-27, 2021., 2021

Synthesizing optimal collective algorithms.
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.
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.
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.
Proceedings of the Third Conference on Machine Learning and Systems, 2020

SwiShmem: Distributed Shared State Abstractions for Programmable Switches.
Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

Securing RDMA for High-Performance Datacenter Storage Systems.
Proceedings of the 12th USENIX Workshop on Hot Topics in Cloud Computing, 2020

2019
When Should The Network Be The Computer?
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.
CoRR, 2018

Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
Evaluating the Power of Flexible Packet Processing for Network Resource Allocation.
Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

IncBricks: Toward In-Network Computation with an In-Network Cache.
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.
Proceedings of the High Performance Computing - 31st International Conference, 2016

2015
Trading Latency for Performance in Data-Intensive Applications.
login Usenix Mag., 2015

Latency-Tolerant Software Distributed Shared Memory.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

SNNAP: Approximate computing on programmable SoCs via neural acceleration.
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

Scalable adaptive label propagation in Grappa.
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.
PhD thesis, 2014

Approximate Storage in Solid-State Memories.
ACM Trans. Comput. Syst., 2014

2011
Crunching Large Graphs with Commodity Processors.
Proceedings of the 3rd USENIX Workshop on Hot Topics in Parallelism, 2011

RCDC: a relaxed consistency deterministic computer.
Proceedings of the 16th International Conference on Architectural Support for Programming Languages and Operating Systems, 2011


  Loading...