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Probabilistic data management for pervasive computing: the data furnace project

Garofalakis Minos, Brown Kurt P., Franklin Michael J., Hellerstein, Joseph, 1952-, Wang Daisy Zhe, Michelakis Eirinaios, Tancau Liviu, Wu Eugene, Jeffery Shawn R., Aipperspach Ryan

Απλή Εγγραφή

URIhttp://purl.tuc.gr/dl/dias/2F385398-6DC0-44C6-A6DE-4B92190C653F-
Αναγνωριστικόhttp://www.softnet.tuc.gr/~minos/Papers/debull06.pdf-
Γλώσσαen-
Μέγεθος7 pagesen
ΤίτλοςProbabilistic data management for pervasive computing: the data furnace projecten
ΔημιουργόςGarofalakis Minosen
ΔημιουργόςΓαροφαλακης Μινωςel
ΔημιουργόςBrown Kurt P.en
ΔημιουργόςFranklin Michael J.en
ΔημιουργόςHellerstein, Joseph, 1952-en
ΔημιουργόςWang Daisy Zheen
ΔημιουργόςMichelakis Eirinaiosen
ΔημιουργόςTancau Liviuen
ΔημιουργόςWu Eugeneen
ΔημιουργόςJeffery Shawn R.en
ΔημιουργόςAipperspach Ryanen
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηThe 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
ΤύποςΔημοσίευση σε Συνέδριοel
ΤύποςConference Publicationen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-11-30-
Ημερομηνία Δημοσίευσης2006-
Θεματική ΚατηγορίαData engineeringen
Βιβλιογραφική ΑναφοράM. 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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