Straggler-aware Distributed Learning: Communication Computation Latency
Trade-off

Straggler-aware Distributed Learning: Communication Computation Latency Trade-off

10 April 2020

Deniz Gunduz

Papers citing "Straggler-aware Distributed Learning: Communication Computation Latency Trade-off"

11 / 11 papers shown

Title
Argus: Federated Non-convex Bilevel Learning over 6G Space-Air-Ground Integrated Network Ya Liu Kai Yang Yu Zhu Keying Yang Haibo Zhao 21 0 0 14 May 2025
Distributed Multi-Head Learning Systems for Power Consumption Prediction Jia-Hao Syu Jerry Chun-Wei Lin Philip S. Yu 31 1 0 21 Jan 2025
SCoTTi: Save Computation at Training Time with an adaptive framework Ziyu Li Enzo Tartaglione Van-Tam Nguyen 36 0 0 19 Dec 2023
Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying M. Yemini R. Saha Emre Ozfatura Deniz Gündüz Andrea J. Goldsmith FedML 48 8 0 24 Feb 2022
Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent Pedro Soto Ilia Ilmer Haibin Guan Jun Li 35 3 0 31 Jan 2022
Gradient Coding with Dynamic Clustering for Straggler-Tolerant Distributed Learning Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 35 15 0 01 Mar 2021
On Gradient Coding with Partial Recovery Sahasrajit Sarmasarkar V. Lalitha Nikhil Karamchandani 23 8 0 19 Feb 2021
Gradient Coding with Dynamic Clustering for Straggler Mitigation Baturalp Buyukates Emre Ozfatura S. Ulukus Deniz Gunduz 21 7 0 03 Nov 2020
Coded Distributed Computing with Partial Recovery Emre Ozfatura S. Ulukus Deniz Gunduz 32 28 0 04 Jul 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 26 326 0 22 Feb 2020
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 179 683 0 07 Dec 2010