Jacob Nelson
6 papers · 2017–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6)
🐝
Cross-Pollinator
(6)
🏆
Keyword Champion
(2)
Conferences
NSDI (5)
OSDI (1)
Top co-authors
Research topics
Keywords
programmable switch
(4)
distributed training
(2)
load balancing
(2)
collective communication
(1)
congestion control
(1)
datacenter network
(1)
distributed shared state
(1)
data plane
(1)
p4 programming
(1)
packet processing
(1)
distributed storage
(1)
approximation technique
(1)
algorithm synthesis
(1)
hardware topology
(1)
communication collective
(1)
coherence directory
(1)
selective replication
(1)
key-value store
(1)
floating point operation
(1)
network acceleration
(1)
Papers
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
NSDI 2023
SwiSh: Distributed Shared State Abstractions for Programmable Switches
NSDI 2022
Unlocking the Power of Inline Floating-Point Operations on Programmable Switches
NSDI 2022
Scaling Distributed Machine Learning with In-Network Aggregation
NSDI 2021
Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories
OSDI 2020
Evaluating the Power of Flexible Packet Processing for Network Resource Allocation
NSDI 2017