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Advances and Open Problems in Federated Learning
- P. Kairouz, H. B. McMahan, Sen Zhao
- Computer ScienceFound. Trends Mach. Learn.
- 10 December 2019
TLDR
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
- Qirong Ho, James Cipar, E. Xing
- Computer ScienceNIPS
- 5 December 2013
We propose a parameter server system for distributed ML, which follows a Stale Synchronous Parallel (SSP) model of computation that maximizes the time computational workers spend doing useful work on…
Base-delta-immediate compression: Practical data compression for on-chip caches
- Gennady Pekhimenko, Vivek Seshadri, O. Mutlu, Phillip B. Gibbons, M. Kozuch, T. Mowry
- Computer Science21st International Conference on Parallel…
- 19 September 2012
TLDR
LOCI: fast outlier detection using the local correlation integral
- S. Papadimitriou, H. Kitagawa, Phillip B. Gibbons, C. Faloutsos
- Computer ScienceProceedings 19th International Conference on Data…
- 5 March 2003
TLDR
Synopsis diffusion for robust aggregation in sensor networks
- Suman Nath, Phillip B. Gibbons, S. Seshan, Zachary R. Anderson
- Computer ScienceSenSys '04
- 3 November 2004
TLDR
Ambit: In-Memory Accelerator for Bulk Bitwise Operations Using Commodity DRAM Technology
- Vivek Seshadri, Donghyuk Lee, T. Mowry
- Computer Science50th Annual IEEE/ACM International Symposium on…
- 14 October 2017
TLDR
Memory consistency and event ordering in scalable shared-memory multiprocessors
- K. Gharachorloo, D. Lenoski, J. Laudon, Phillip B. Gibbons, Anoop Gupta, J. Hennessy
- Computer ScienceISCA '90
- 1 May 1990
TLDR
PipeDream: generalized pipeline parallelism for DNN training
- D. Narayanan, A. Harlap, M. Zaharia
- Computer ScienceSOSP
- 27 October 2019
TLDR
SybilGuard: Defending Against Sybil Attacks via Social Networks
- Haifeng Yu, M. Kaminsky, Phillip B. Gibbons, A. Flaxman
- Computer ScienceIEEE/ACM Transactions on Networking
- 11 August 2006
TLDR
Memory consistency and event ordering in scalable shared-memory multiprocessors
- K. Gharachorloo, D. Lenoski, J. Laudon, Phillip B. Gibbons, Anoop Gupta, J. Hennessy
- Computer Science[] Proceedings. The 17th Annual International…
- 1990
A new model of memory consistency, called release consistency, that allows for more buffering and pipelining than previously proposed models is introduced. A framework for classifying shared accesses…
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