Biblio

Export 18 results:
Filters: Author is Shivaram Venkataraman  [Clear All Filters]
2021
Mohoney J, Waleffe R, Xu H, Rekatsinas T, Venkataraman S.  2021.  Marius: Learning Massive Graph Embeddings on a Single Machine. 15th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 21). :533--549.
Xu L, Venkataraman S, Gupta I, Mai L, Potharaju R.  2021.  Move Fast and Meet Deadlines: Fine-grained Real-time Stream Processing with Cameo. 18th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 21). :389--405.
2020
Mahajan K, Balasubramanian A, Singhvi A, Venkataraman S, Akella A, Phanishayee A, Chawla S.  2020.  Themis: Fair and Efficient GPU Cluster Scheduling . 17th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 20). :289--304.
Kanellis K, Alagappan R, Venkataraman S.  2020.  Too Many Knobs to Tune? Towards Faster Database Tuning by Pre-selecting Important Knobs 12th {USENIX} Workshop on Hot Topics in Storage and File Systems (HotStorage 20).
2019
Kumar A, Balasubramanian A, Venkataraman S, Akella A.  2019.  Accelerating Deep Learning Inference via Freezing. 11th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 19).
Jeon M, Venkataraman S, Phanishayee A, Qian J, Xiao W, Yang F.  2019.  Analysis of Large-Scale Multi-Tenant GPU Clusters for DNN Training Workloads. 2019 {USENIX} Annual Technical Conference ({USENIX} {ATC} 19). :947--960.
Kakaraparthy A, Venkatesh A, Phanishayee A, Venkataraman S.  2019.  The Case for Unifying Data Loading in Machine Learning Clusters. 11th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 19).
Pu Q, Venkataraman S, Stoica I.  2019.  Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure. 16th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 19). :193--206.
2018
Iyer APadmanabha, Liu Z, Jin X, Venkataraman S, Braverman V, Stoica I.  2018.  ASAP: Fast, Approximate Graph Pattern Mining at Scale. 13th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 18). :745--761.
Hsieh K, Ananthanarayanan G, Bodik P, Venkataraman S, Bahl P, Philipose M, Gibbons PB, Mutlu O.  2018.  Focus: Querying Large Video Datasets with Low Latency and Low Cost. 13th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 18). :269--286.
Iyer APadmanabha, Liu Z, Jin X, Venkataraman S, Braverman V, Stoica I.  2018.  Towards Fast and Scalable Graph Pattern Mining. 10th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 18).
2017
Alipourfard O, Liu HHarry, Chen J, Venkataraman S, Yu M, Zhang M.  2017.  CherryPick: Adaptively Unearthing the Best Cloud Configurations for Big Data Analytics. 14th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 17). :469--482.
2016
Venkataraman S, Yang Z, Franklin M, Recht B, Stoica I.  2016.  Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics. 13th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 16). :363--378.
2014
Venkataraman S, Panda A, Ananthanarayanan G, Franklin MJ, Stoica I.  2014.  The Power of Choice in Data-Aware Cluster Scheduling. 11th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 14). :301--316.
2013
Ousterhout K, Panda A, Rosen J, Venkataraman S, Xin R, Ratnasamy S, Shenker S, Stoica I.  2013.  The Case for Tiny Tasks in Compute Clusters. 14th Workshop on Hot Topics in Operating Systems (HotOS {XIV}).
2012
Wang A, Venkataraman S, Alspaugh S, Stoica I, Katz R.  2012.  Sweet Storage SLOs with Frosting. 4th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 12).
Venkataraman S, Roy I, AuYoung A, Schreiber RS.  2012.  Using R for Iterative and Incremental Processing. 4th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 12).