MCEP: A Mobility-Aware Complex Event Processing System

被引:35
作者
Ottenwaelder, Beate [1 ]
Koldehofe, Boris [1 ]
Rothermel, Kurt [1 ]
Hong, Kirak [2 ]
Lillethun, David [2 ]
Ramachandran, Umakishore [2 ]
机构
[1] Univ Stuttgart, Inst Parallel & Distributed Syst, Stuttgart, Germany
[2] Georgia Inst Technol, Coll Comp, Atlanta, GA 30332 USA
关键词
Design; Algorithms; Performance; Mobility; complex event processing; migration; moving range queries; STRATEGIES;
D O I
10.1145/2633688
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the proliferation of mobile devices and sensors, complex event proceesing (CEP) is becoming increasingly important to scalably detect situations in real time. Current CEP systems are not capable of dealing efficiently with highly dynamic mobile consumers whose interests change with their location. We introduce the distributed mobile CEP (MCEP) system which automatically adapts the processing of events according to a consumer's location. MCEP significantly reduces latency, network utilization, and processing overhead by providing on-demand and opportunistic adaptation algorithms to dynamically assign event streams and computing resources to operators of the MCEP system.
引用
收藏
页数:24
相关论文
共 41 条
[1]  
Abadi DJ., 2005, CIDR, V5, P277
[2]   Amit - the situation manager [J].
Adi, A ;
Etzion, O .
VLDB JOURNAL, 2004, 13 (02) :177-203
[3]  
[Anonymous], 2006, SIGMOD
[4]  
[Anonymous], 2013, Proceedings of the Second ACM SIGCOMM Workshop on Mobile Cloud Computing, MCC '13, DOI [10.1145/2491266.2491270, DOI 10.1145/2491266.2491270]
[5]  
[Anonymous], 2007, MDM
[6]  
[Anonymous], 2011, 3 INT C ADV SYST SIM
[7]  
[Anonymous], 2013, PROC 7 ACM INT C DIS, DOI DOI 10.1145/2488222.2488266
[8]  
Arasu A., 2003, IEEE DATA ENG B, V26, P19
[9]  
Avnur R, 2000, SIGMOD REC, V29, P261, DOI 10.1145/335191.335420
[10]  
Babcock B., 2002, PODS, P1, DOI [DOI 10.1145/543613.543615, 10.1145/543613.543615]