title: Sampling From a Moving Window Over Streaming Data creator: Babcock, Brian creator: Datar, Mayur creator: Motwani, Rajeev subject: Data Streams subject: Miscellaneous description: We consider the problem of maintaining statistics over sliding windows. We design data structures with small memory requirements and provide matching lower bounds. publisher: Stanford InfoLab date: 2001 type: Techreport type: NonPeerReviewed format: application/pdf identifier: http://ilpubs.stanford.edu:8090/503/1/2001-33.pdf identifier: Babcock, Brian and Datar, Mayur and Motwani, Rajeev (2001) Sampling From a Moving Window Over Streaming Data. Technical Report. Stanford InfoLab. (Publication Note: ACM-SIAM Symposium on Discrete Algorithms (SODA 2002)) relation: http://ilpubs.stanford.edu:8090/503/