Publications

2010

Ganapathi, A., Chen Y., Fox A., Katz R., & Patterson D. (2010).  Statistics-Driven Workload Modeling for the Cloud. Workshop on Self-Managing Database Systems (SMDB).
Zaharia, M., Borthakur D., Sen Sarma J., Elmeleey K., Shenker S., & Stoica I. (2010).  Delay Scheduling: A Simple Technique for Achieving Locality and Fairness in Cluster Scheduling. EuroSys. Abstract

2009

Ganapathi, A., Datta K., Fox A., & Patterson D. (2009).  A Case for Machine Learning to Optimize Multicore Performance. Workshop on Hot Topics in Parallel Computing (HotPar).
Hindman, B., Konwinski A., Zaharia M., & Stoica I. (2009).  A Common Substrate for Cluster Computing. Proceedings of USENIX HotCloud'09: Workshop on Hot Topics in Cloud Computing. Abstract
Ganapathi, A., Kuno H., Daval U., Wiener J., Fox A., Jordan M., et al. (2009).  Predicting Multiple Performance Metrics for Queries: Better Decisions Enabled by Machine Learning. ICDE 2009. Abstract
Altekar, G., & Stoica I. (2009).  ODR: Output-Deterministic Replay for Multicore Debugging. Symposium on Operating System Principles (SOSP).
Armbrust, M., Fox A., Patterson D., Lanham N., Oh H., Trushkowsky B., et al. (2009).  Scads: Scale-independent storage for social computing applications. Conference on Innovative Data Systems Research (CIDR). Abstract
Cook, H., Asanovic K., & Patterson D. (2009).  Virtual Local Stores: Enabling Software-Managed Memory Hierarchies in Mainstream Computing. 36th International Symposium on Computer Architecture (ISCA 2009).
Chun, B. - G., Iannaccone G., Iannaccone G., Katz R., Lee G., & Niccolini L. (2009).  An Energy Case for Hybrid Datacenters. HotPower. Abstract
Rubinstein, B. I. P., Nelson B., Huang L., & Joseph A. D. (2009).  Compromising and Defending PCA-based Anomaly Detectors for Network-Wide Traffic. SIGMETRICS/Performance.