Phillip B. Gibbons

发表论文 289 篇 · 总被引 34446 次 · h-index 78

代表论文

• Advances and Open Problems in Federated Learning (2019 · Found. Trends Mach. Learn. · 被引 9203)
• PipeDream: generalized pipeline parallelism for DNN training (2019 · Symposium on Operating Systems Principles · 被引 1248)
• The Non-IID Data Quagmire of Decentralized Machine Learning (2019 · International Conference on Machine Learning · 被引 696)
• PIM-tree: A Skew-resistant Index for Processing-in-Memory (2022 · The VLDB journal · 被引 43)
• The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal Padding (2021 · Conference on Machine Learning and Systems · 被引 38)
• PIM-trie: A Skew-resistant Trie for Processing-in-Memory (2023 · ACM Symposium on Parallelism in Algorithms and Architectures · 被引 33)