Title :
Slide: Streaming and Load-Adaptive Periodicity Estimation
Author :
Turaga, Deepak S. ; Vlachos, Michail ; Papadimitriou, Spiros ; Yu, Philip S.
Author_Institution :
IBM Thomas J. Watson Res. Center, Hawthorne, NY
Abstract :
We introduce a CPU-adaptive algorithm for spectrum estimation on streaming data. Our approach combines a fast and intelligent load-shedding scheme with a closed form incremental spectrum computation, which adapts gracefully to the available computational resources
Keywords :
signal sampling; spectral analysis; CPU-adaptive algorithm; SLIDE; closed form incremental spectrum computation; load-shedding scheme; spectrum estimation; streaming and load-adaptive periodicity estimation; Algorithm design and analysis; Biomedical monitoring; Computational intelligence; Data analysis; Discrete Fourier transforms; Feeds; Sampling methods; Spectral analysis; Telecommunication traffic; Telemetry;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1660825
