DataCAM
The DataCAM project explores problems related to collection, archival, and mining of massive time series data such as resource utilization traces from a data center, search and browser logs, etc.
Publications
- Oliver Kennedy, Steve Lee, Charles Loboz, Slawek Smyl, and Suman Nath, Fuzzy Prophet: Parameter exploration in uncertain enterprise scenarios, in SIGMOD'11: Proceedings of the 2011 ACM SIGMOD international conference on management of data, ACM, 2011
- Oliver Kennedy and Suman Nath, Jigsaw: Efficient optimization over uncertain enterprise data, in SIGMOD'11: Proceedings of the 2011 ACM SIGMOD international conference on Management of data, ACM, 2011
- Alexandra Meliou, Wolfgang Gatterbauer, Suman Nath, and Dan Suciu, Tracing Data Errors with View-Conditioned Causality, in SIGMOD'11: Proceedings of the 2011 ACM SIGMOD international conference on Management of data, ACM, 2011
- Charles Loboz, Slawek Smyl, and Suman Nath, DataGarage: Warehousing Massive Performance Data on Commodity Servers, no. MSR-TR-2010-22, March 2010
- Charles Loboz, Slawek Smyl, and Suman Nath, DataGarage: Warehousing Massive Performance Data on Commodity Servers, in VLDB'10: The 36th International Conference on Very Large Data Bases, Very Large Data Bases Endowment Inc., 2010
- Suman Nath and Phillip B. Gibbons, Online Maintenance of Very Large Random Samples on Flash Storage, in VLDB Journal, vol. 19, issue 1, Very Large Data Bases Endowment Inc., 2010
- Abdullah Mueen, Suman Nath, and Jie Liu, Fast Approximate Correlation for Massive Time-series Data, in SIGMOD '10: Proceedings of the 2010 ACM SIGMOD international conference on Management of data, Association for Computing Machinery, Inc., 2010
- Shimin Chen, Phillip B. Gibbons, and Suman Nath, PR-Join: A Non-Blocking Join Achieving Higher Early Result Rate with Statistical Guarantees, in SIGMOD '10: Proceedings of the 2010 ACM SIGMOD international conference on Management of data, Association for Computing Machinery, Inc., 2010
- Galen Reeves, Jie Liu, Suman Nath, and Feng Zhao, Managing Massive Time Series Streams with Multi-Scale Compressed Trickles, in VLDB '2009: Proceedings of 35th Conference on Very Large Data Bases , Very Large Data Bases Endowment Inc., August 2009
- Suman Nath, Energy Efficient Sensor Data Logging with Amnesic Flash Storage, in IPSN'09: Information Processing in Sensor Networks, Association for Computing Machinery, Inc., 2009
