Conference Geriatrix: Aging what you see and what you don't see A file system aging approach for modern storage systems 2020 • Proceedings of the 2018 USENIX Annual Technical Conference, USENIX ATC 2018 • 691-703 Kadekodi S, Nagarajan V, Ganger GR, Gibson GA
Conference In search of an API for scalable file systems: Under the table or above it? 2020 • Workshop on Hot Topics in Cloud Computing, HotCloud 2009 Patil S, Gibson GA, Ganger GR, Lopez J, Polte M, Tantisiroj W, Xiao L
Journal Article Mochi: Composing Data Services for High-Performance Computing Environments 2020 • Journal of Computer Science and Technology • 35(1):121-144 Ross RB, Amvrosiadis G, Carns P, Cranor CD, Dorier M, Harms K, Ganger G, Gibson G, Gutierrez SK, Latham R, Robey B, Robinson D, Settlemyer B, Shipman G, Snyder S, Soumagne J, Zheng Q
Conference Automating Dependence-Aware Parallelization of Machine Learning Training on Distributed Shared Memory 2019 • PROCEEDINGS OF THE FOURTEENTH EUROSYS CONFERENCE 2019 (EUROSYS '19) Wei J, Gibson GA, Gibbons PB, Xing EP
Conference Compact Filters for Fast Online Data Partitioning 2019 • Proceedings - IEEE International Conference on Cluster Computing, ICCC • 313-324 Zheng Q, Cranor CD, Jain A, Ganger GR, Gibson GA, Amvrosiadis G, Settlemyer BW, Grider G
Conference STRADS-AP: Simplifying Distributed Machine Learning Programming without Introducing a New Programming Model 2019 • PROCEEDINGS OF THE 2019 USENIX ANNUAL TECHNICAL CONFERENCE • 207-221 Kim JK, Aghayev A, Gibson GA, Xing EP
Conference Tablefs: Enhancing metadata efficiency in the local file system 2019 • Proceedings of the 2013 USENIX Annual Technical Conference, USENIX ATC 2013 • 145-156 Ren K, Gibson G
Conference A case for packing and indexing in cloud file systems 2018 • 10th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2018, co-located with USENIX ATC 2018 Kadekodi S, Fan B, Madan A, Gibson GA, Ganger GR
Conference On the diversity of cluster workloads and its impact on research results 2018 • PROCEEDINGS OF THE 2018 USENIX ANNUAL TECHNICAL CONFERENCE • 533-546 Amvrosiadis G, Park JW, Ganger GR, Gibson GA, Baseman E, DeBardeleben N
Conference Scaling Embedded In-Situ Indexing with DeltaFS 2018 • PROCEEDINGS OF THE INTERNATIONAL CONFERENCE FOR HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE, AND ANALYSIS (SC'18) Zheng Q, Cranor CD, Guo D, Ganger GR, Amvrosiadis G, Gibson GA, Settlemyer BW, Grider G, Guo F
Conference Evolving EXT4 for shingled disks 2017 • Proceedings of the 15th USENIX Conference on File and Storage Technologies, FAST 2017 • 105-119 Aghayev A, Ts'O T, Gibson G, Desnoyers P
Conference SlimDB: A space-efficient key-value storage engine for semi-sorted data 2017 • Proceedings of the VLDB Endowment • 10(13):2037-2048 Ren K, Zheng Q, Arulraj J, Gibson G
Conference Software-Defined Storage for Fast Trajectory Queries using a DeltaFS Indexed Massive Directory 2017 • PROCEEDINGS OF PDSW-DISCS 2017: 2ND JOINT INTERNATIONAL WORKSHOP ON PARALLEL DATA STORAGE & DATA INTENSIVE SCALABLE COMPUTING SYSTEMS • 7-12 Zheng Q, Amvrosiadis G, Kadekodi S, Gibson GA, Cranor CD, Settlemyer BW, Grider G, Guo F
Conference Addressing the straggler problem for iterative convergent parallel ML 2016 • PROCEEDINGS OF THE SEVENTH ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC 2016) • 98-111 Harlap A, Cui H, Dai W, Wei J, Ganger GR, Gibbons PB
Conference Stateless model checking with data-race preemption points 2016 • Proceedings of the Conference on Object-Oriented Programming Systems, Languages, and Applications, OOPSLA • 02-04-November-2016:477-493 Blum B, Gibson G
Conference STRADS: A Distributed Framework for Scheduled Model Parallel Machine Learning 2016 • PROCEEDINGS OF THE ELEVENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, (EUROSYS 2016) Kim JK, Ho Q, Lee S, Zheng X, Dai W, Gibson GA, Xing EP
Conference DeltaFS: Exascale file systems scale better without dedicated servers 2015 • Proceedings of PDSW 2015: 10th Parallel Data Storage Workshop - Held in conjunction with SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis • 1-6 Zheng Q, Ren K, Gibson G, Settlemyer BW, Grider G
Conference High-performance distributed ML at scale through parameter server consistency models 2015 • Proceedings of the National Conference on Artificial Intelligence • 1:79-87 Dai W, Kumar A, Wei J, Ho Q, Gibson G, Xing EP
Conference Managed Communication and Consistency for Fast Data-Parallel Iterative Analytics 2015 • ACM SOCC'15: PROCEEDINGS OF THE SIXTH ACM SYMPOSIUM ON CLOUD COMPUTING • 381-394 Wei J, Dai W, Qiao A, Ho Q, Cui H, Ganger GR, Gibbons PB, Gibson GA, Xing EP
Conference ShardFS vs. IndexFS: Replication vs. Caching Strategies for Distributed Metadata Management in Cloud Storage Systems 2015 • ACM SOCC'15: PROCEEDINGS OF THE SIXTH ACM SYMPOSIUM ON CLOUD COMPUTING • 236-249 Xiao L, Ren K, Zheng Q, Gibson GA
Conference BatchFS: Scaling the file system control plane with client-funded metadata servers 2014 • Proceedings of PDSW 2014: 9th Parallel Data Storage Workshop - Held in Conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis • 1-6 Zheng Q, Ren K, Gibson G
Conference Exploiting bounded staleness to speed up big data analytics 2014 • Proceedings of the 2014 USENIX Annual Technical Conference, USENIX ATC 2014 • 37-48 Cui H, Cipar J, Ho Q, Kim JK, Lee S, Kumar A, Wei J, Dai W, Ganger GR, Gibbons PB, Gibson GA, Xing EP
Conference Exploiting iterative-ness for parallel ML computations 2014 • Proceedings of the 5th ACM Symposium on Cloud Computing, SOCC 2014 Cui H, Tumanov A, Wei J, Xu L, Dai W, Haber-Kucharsky J, Ho Q, Ganger GR, Gibbons PB, Gibson GA, Xing EP
Conference IndexFS: Scaling File System Metadata Performance with Stateless Caching and Bulk Insertion 2014 • International Conference for High Performance Computing, Networking, Storage and Analysis, SC • 2015-January(January):237-248 Ren K, Zheng Q, Patil S, Gibson G
Conference On Model Parallelization and Scheduling Strategies for Distributed Machine Learning 2014 • Advances in Neural Information Processing Systems • 27: Lee S, Kim JK, Zheng X, Ho Q, Gibson GA, Xing EP
