Institutional Repository
Technical University of Crete
Technical University of Crete
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EL
| URI | http://purl.tuc.gr/dl/dias/2F385398-6DC0-44C6-A6DE-4B92190C653F | - |
| Identifier | http://www.softnet.tuc.gr/~minos/Papers/debull06.pdf | - |
| Language | en | - |
| Extent | 7 pages | en |
| Title | Probabilistic data management for pervasive computing: the data furnace project | en |
| Creator | Garofalakis Minos | en |
| Creator | Γαροφαλακης Μινως | el |
| Creator | Brown Kurt P. | en |
| Creator | Franklin Michael J. | en |
| Creator | Hellerstein, Joseph, 1952- | en |
| Creator | Wang Daisy Zhe | en |
| Creator | Michelakis Eirinaios | en |
| Creator | Tancau Liviu | en |
| Creator | Wu Eugene | en |
| Creator | Jeffery Shawn R. | en |
| Creator | Aipperspach Ryan | en |
| Publisher | Institute of Electrical and Electronics Engineers | en |
| Content Summary | The wide deployment of wireless sensor and RFID (Radio Frequency IDentification) devices is one of the key enablers for next-generation pervasive computing applications, including large-scale environmental monitoring and control, context-aware computing, and “smart digital homes”. Sensory readings are inherently unreliable and typically exhibit strong temporal and spatial correlations (within and across different sensing devices); effective reasoning over such unreliable streams introduces a host of new data management challenges. The Data Furnace project at Intel Research and UC-Berkeley aims to build a probabilistic data management infrastructure for pervasive computing environments that handles the uncertain nature of such data as a first-class citizen through a principled framework grounded in probabilistic models and inference techniques. | en |
| Type of Item | Δημοσίευση σε Συνέδριο | el |
| Type of Item | Conference Publication | en |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-30 | - |
| Date of Publication | 2006 | - |
| Subject | Data engineering | en |
| Bibliographic Citation | M. Garofalakis, K. P. Brown, M. J. Franklin, J. M. Hellerstein, D. Z. Wang, E. Michelakis, L. Tancau, E. Wu, S. R. Jeffery and R. Aipperspach, "Probabilistic data management for pervasive computing: the data furnace project", in IEEE Data Engineering Bulletin, vol. 29, no. 1, March 2006. | en |
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