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 • SoCC 2018 - Proceedings of the 2018 ACM Symposium on Cloud Computing • 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 • Proceedings - 2016 IEEE International Conference on Cloud Engineering, IC2E 2016: Co-located with the 1st IEEE International Conference on Internet-of-Things Design and Implementation, IoTDI 2016 • 224-225 Nemoto J, Ganger GR
Conference Principled workflow-centric tracing of distributed systems 2016 • Proceedings of the 7th ACM Symposium on Cloud Computing, SoCC 2016 • 401-414 Sambasivan RR, Shafer I, Mace J, Sigelman BH, Fonseca R, Ganger GR
Conference TetriSched: global rescheduling with adaptive plan-ahead in dynamic heterogeneous clusters 2016 • PROCEEDINGS OF THE ELEVENTH EUROPEAN CONFERENCE ON COMPUTER SYSTEMS, (EUROSYS 2016) Tumanov A, Zhu T, Park JW, Kozuch MA, Harchol-Balter M, Ganger GR
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 Reducing Replication Bandwidth for Distributed Document Databases 2015 • ACM SOCC'15: PROCEEDINGS OF THE SIXTH ACM SYMPOSIUM ON CLOUD COMPUTING • 222-235 Xu L, Pavlo A, Sengupta S, Li J, Ganger GR
Conference Using data transformations for low-latency time series analysis 2015 • ACM SoCC 2015 - Proceedings of the 6th ACM Symposium on Cloud Computing • 395-407 Cui H, Keeton K, Roy I, Viswanathan K, Ganger GR
Journal Article Using data transformations for low-latency time series analysis 2015 • Hp Laboratories Technical Report Hpl • Cui H, Keeton K, Roy I, Viswanathan K, Ganger GR
Conference Agility and performance in elastic distributed storage 2014 • ACM Transactions on Storage • 10(4): Xu L, Cipar J, Krevat E, Tumanov A, Gupta N, Kozuch MA, Ganger GR
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 PriorityMeister: Tail latency QoS for shared networked storage 2014 • Proceedings of the 5th ACM Symposium on Cloud Computing, SOCC 2014 Zhu T, Tumanov A, Kozuch MA, Harchol-Balter M, Ganger GR
