activity
20122022
most citedScaling Distributed Machine Learning with In-Network Aggregation

117 citations · 131 across the 6 of their papers we have counts for

collaborators

6 papers

cs.AR2022

ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications

Yifan Yuan, Jinghan Huang, Yan Sun +7

Responding to the "datacenter tax" and "killer microseconds" problems for datacenter applications, diverse solutions including Smart NIC-based ones have been proposed. Nonetheless,…

cs.NI2021★ 7 cited

Unlocking the Power of Inline Floating-Point Operations on Programmable Switches

Yifan Yuan, Omar Alama, Amedeo Sapio +5

The advent of switches with programmable dataplanes has enabled the rapid development of new network functionality, as well as providing a platform for acceleration of a broad rang…

cs.CR2020★ 1 cited

Making Distributed Mobile Applications SAFE: Enforcing User Privacy Policies on Untrusted Applications with Secure Application Flow Enforcement

Adriana Szekeres, Irene Zhang, Katelin Bailey +6

Today's mobile devices sense, collect, and store huge amounts of personal information, which users share with family and friends through a wide range of applications. Once users gi…

cs.DC2019★ 4 cited

Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection

Hang Zhu, Zhihao Bai, Jialin Li +4

Distributed storage employs replication to mask failures and improve availability. However, these systems typically exhibit a hard tradeoff between consistency and performance. Ens…

cs.DC2019★ 117 cited

Scaling Distributed Machine Learning with In-Network Aggregation

Amedeo Sapio, Marco Canini, Chen-Yu Ho +7

Training machine learning models in parallel is an increasingly important workload. We accelerate distributed parallel training by designing a communication primitive that uses a p…

cs.DB2012★ 2 cited

Serializable Snapshot Isolation in PostgreSQL

Dan R. K. Ports, Kevin Grittner

This paper describes our experience implementing PostgreSQL's new serializable isolation level. It is based on the recently-developed Serializable Snapshot Isolation (SSI) techniqu…