Conference File Systems Unfit as Distributed Storage Backends: Lessons from 10 Years of Ceph Evolution 2019 • PROCEEDINGS OF THE TWENTY-SEVENTH ACM SYMPOSIUM ON OPERATING SYSTEMS PRINCIPLES (SOSP '19) • 353-369 Aghayev A, Weil S, Kuchnik M, Nelson M, Ganger GR, Amvrosiadis G
Conference Peering through the Dark: An Owl's View of Inter-job Dependencies and Jobs' Impact in Shared Clusters 2019 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1889-1892 Chung A, Curino C, Krishnan S, Karanasos K, Garefalakis P, Ganger GR
Conference PipeDream: Generalized Pipeline Parallelism for DNN Training 2019 • PROCEEDINGS OF THE TWENTY-SEVENTH ACM SYMPOSIUM ON OPERATING SYSTEMS PRINCIPLES (SOSP '19) • 1-15 Narayanan D, Harlap A, Phanishayee A, Seshadri V, Devanur NR, Ganger GR, Gibbons PB, Zaharia M
Preprint Tvarak: Software-managed hardware offload for DAX NVM storage redundancy 2019 Kateja R, Beckmann N, Ganger GR
Conference 3Sigma: Distribution-based cluster scheduling for runtime uncertainty 2018 • EUROSYS '18: PROCEEDINGS OF THE THIRTEENTH EUROSYS CONFERENCE Park JW, Tumanov A, Jiang A, Kozuch MA, Ganger GR
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 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 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 Mainstream: Dynamic Stem-Sharing for Multi-Tenant Video Processing 2018 • PROCEEDINGS OF THE 2018 USENIX ANNUAL TECHNICAL CONFERENCE • 29-41 Jiang AH, Wong DL-K, Canel C, Tang L, Misra I, Kaminsky M, Kozuch MA, Pillai P, Andersen DG, Ganger GR
Preprint MLtuner: System Support for Automatic Machine Learning Tuning 2018 Cui H, Ganger GR, Gibbons PB
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 Stratus: cost-aware container scheduling in the public cloud 2018 • PROCEEDINGS OF THE 2018 ACM SYMPOSIUM ON CLOUD COMPUTING (SOCC '18) • 121-134 Chung A, Park JW, Ganger GR
Conference Tributary: spot-dancing for elastic services with latency SLOs 2018 • PROCEEDINGS OF THE 2018 USENIX ANNUAL TECHNICAL CONFERENCE • 1-13 Harlap A, Chung A, Tumanov A, Ganger GR, Gibbons PB
Conference Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds 2017 • PROCEEDINGS OF NSDI '17: 14TH USENIX SYMPOSIUM ON NETWORKED SYSTEMS DESIGN AND IMPLEMENTATION • 629-647 Hsieh K, Harlap A, Vijaykumar N, Konomis D, Ganger GR, Gibbons PB, Mutlu O
Conference Online Deduplication for Databases 2017 • Proceedings / ACM-SIGMOD International Conference on Management of Data. ACM-Sigmod International Conference on Management of Data • 1355-1368 Xu L, Pavlo A, Sengupta S, Ganger GR
Conference Proteus: agile ML elasticity through tiered reliability in dynamic resource markets 2017 • PROCEEDINGS OF THE TWELFTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS (EUROSYS 2017) • 589-604 Harlap A, Tumanov A, Chung A, Ganger GR, Gibbons PB
Journal Article Viyojit 2017 • Computer architecture news • 45(2):613-626 Kateja R, Badam A, Govindan S, Sharma B, Ganger G
Conference Viyojit: Decoupling Battery and DRAM Capacities for Battery-Backed DRAM 2017 • Proceedings / Annual International Symposium on Computer Architecture. International Symposium on Computer Architecture • 613-626 Kateja R, Badam A, Govindan S, Sharma B, Ganger G
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 GeePS: Scalable deep learning on distributed GPUs with a GPU-specialized parameter server 2016 • PROCEEDINGS OF THE ELEVENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, (EUROSYS 2016) Cui H, Zhang H, Ganger GR, Gibbons PB, Xing EP
Conference On IO Latency Prediction Accuracy and Automated Load Balancing in Consolidated VM Environments 2016 224-225 Nemoto J, Ganger GR
Conference Principled workflow-centric tracing of distributed systems 2016 401-414 Sambasivan RR, Shafer I, Mace J, Sigelman BH, Fonseca R, Ganger GR
