메뉴 건너뛰기




Volumn 2018-January, Issue , 2017, Pages 17-26

Quality-aware aggregation & predictive analytics at the edge

Author keywords

communication efficiency; Edge predictive analytics; optimal stopping theory; quality of analytics

Indexed keywords

BIG DATA; COMPUTATION THEORY; EDGE COMPUTING;

EID: 85047744375     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BigData.2017.8257907     Document Type: Conference Paper
Times cited : (26)

References (22)
  • 2
    • 85080623865 scopus 로고    scopus 로고
    • W. Tu, L. Wei, W. Hu, Z. Sheng, H. Nicanfar, X. Hu, E. C.-H. Ngai, and V. C. M. Leung
    • W. Tu, L. Wei, W. Hu, Z. Sheng, H. Nicanfar, X. Hu, E. C.-H. Ngai, and V. C. M. Leung.
  • 3
    • 84923879904 scopus 로고    scopus 로고
    • Big data infrastructure for analyzing data generated by wireless sensor networks
    • L. G. Rios et al., "Big data infrastructure for analyzing data generated by wireless sensor networks," in IEEE Big Data Congress, 2014, pp. 816-823.
    • (2014) IEEE Big Data Congress , pp. 816-823
    • Rios, L.G.1
  • 5
    • 8844262034 scopus 로고    scopus 로고
    • Apteen: A hybrid protocol for efficient routing and comprehensive information retrieval in wireless sensor networks
    • -, "Apteen: A hybrid protocol for efficient routing and comprehensive information retrieval in wireless sensor networks," in IEEE IPDPS '02, 2002, pp. 48.
    • (2002) IEEE IPDPS '02 , pp. 48
    • Manjeshwar, A.1    Agrawal, D.P.2
  • 6
    • 79955521337 scopus 로고    scopus 로고
    • Prediction or not? An energyefficient framework for clustering-based data collection in wireless sensor networks
    • H. Jiang, S. Jin, and C. Wang, "Prediction or not? an energyefficient framework for clustering-based data collection in wireless sensor networks," IEEE Trans. on Parallel and Distributed Systems, vol. 22, no. 6, pp. 1064-1071, 2011.
    • (2011) IEEE Trans. on Parallel and Distributed Systems , vol.22 , Issue.6 , pp. 1064-1071
    • Jiang, H.1    Jin, S.2    Wang, C.3
  • 8
    • 84894437111 scopus 로고    scopus 로고
    • Time-optimized contextual information forwarding in mobile sensor networks
    • C. Anagnostopoulos, "Time-optimized contextual information forwarding in mobile sensor networks," J. Parallel and Distributed Computing, vol. 74, no. 5, pp. 2317-2332, 2014.
    • (2014) J. Parallel and Distributed Computing , vol.74 , Issue.5 , pp. 2317-2332
    • Anagnostopoulos, C.1
  • 10
    • 84976300444 scopus 로고    scopus 로고
    • Quality-optimized predictive analytics
    • C. Anagnostopoulos, "Quality-optimized predictive analytics," Applied Intelligence, vol. 45, no. 4, pp. 1034-1046, 2016.
    • (2016) Applied Intelligence , vol.45 , Issue.4 , pp. 1034-1046
    • Anagnostopoulos, C.1
  • 11
    • 84954148341 scopus 로고    scopus 로고
    • Monitoring least squares models of distributed streams
    • M. Gabel, D. Keren, and A. Schuster, "Monitoring least squares models of distributed streams," in 21th ACM SIGKDD KDD, 2015, pp. 319-328.
    • (2015) 21th ACM SIGKDD KDD , pp. 319-328
    • Gabel, M.1    Keren, D.2    Schuster, A.3
  • 15
    • 77957714764 scopus 로고    scopus 로고
    • Maintaining consistent results of continuous queries under diverse window specifications
    • K. Patroumpas and T. Sellis, "Maintaining consistent results of continuous queries under diverse window specifications," Information Systems, vol. 36, no. 1, pp. 42-61, 2011.
    • (2011) Information Systems , vol.36 , Issue.1 , pp. 42-61
    • Patroumpas, K.1    Sellis, T.2
  • 18
    • 0003741921 scopus 로고
    • Great expectations: The theory of optimal stopping
    • H. Robbins, D. Sigmund, and Y. Chow, "Great expectations: the theory of optimal stopping," Houghton-Nifflin, vol. 7, pp. 631-640, 1971.
    • (1971) Houghton-Nifflin , vol.7 , pp. 631-640
    • Robbins, H.1    Sigmund, D.2    Chow, Y.3
  • 21
    • 38949186078 scopus 로고    scopus 로고
    • On field calibration of an electronic nose for benzene estimation in an urban pollution monitoring scenario
    • S. De Vito, E. Massera, M. Piga, L. Martinotto, and G. Di Francia, "On field calibration of an electronic nose for benzene estimation in an urban pollution monitoring scenario," Sensors and Actuators B: Chemical, vol. 129, no. 2, pp. 750-757, 2008.
    • (2008) Sensors and Actuators B: Chemical , vol.129 , Issue.2 , pp. 750-757
    • De Vito, S.1    Massera, E.2    Piga, M.3    Martinotto, L.4    Di Francia, G.5
  • 22
    • 84937509634 scopus 로고    scopus 로고
    • A better measure of relative prediction accuracy for model selection and model estimation
    • C. Tofallis, "A better measure of relative prediction accuracy for model selection and model estimation," J. Operational Research Society, vol. 66, no. 8, pp. 1352-1362, 2015.
    • (2015) J. Operational Research Society , vol.66 , Issue.8 , pp. 1352-1362
    • Tofallis, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.