zbMATH — the first resource for mathematics

Scalable real-time monitoring system for ubiquitous smart space. (English) Zbl 1209.68051
Summary: Scalable real-time monitoring is one of important requirements to supply smart services for customers, on time, in ubiquitous smart space. We propose a scalable real-time monitoring method to aggregate large amounts of data from various sensor devices distributed over different domain areas. The real-time monitoring scheme can process data from sensor devices within deadline and is scalable based on the number of sensor devices. The scalability of monitoring can be improved by employing a hierarchical monitoring agent for sensor devices while still satisfying the data deadlines. Simulation results show that our real-time monitoring scheme can improve the met deadline ratio up to 27% compared to the previous schemes.
68M14 Distributed systems
Full Text: DOI
[1] I.C. Legrand et al., MonALISA: a distribute monitoring service architecture, in: Proc. of the Conference on Computing in High Energy and Nuclear Physics, 2003
[2] M. Pohlack, B. Döbel, A. Lackorzynski, Towards runtime monitoring in real-time systems, in: Proc. of the Eighth Real-Time Linux Workshop, 2006
[3] M.A. Baker, G. Smith, GridRM: An extensible resource monitoring system, in: Proc. of the IEEE Cluster Computing Conference, Dec. 2003, pp. 207-214
[4] Bae, Ji-Hye; Lee, Kyung-Oh; Park, Yoon-Young, MONETA: an embedded monitoring system for ubiquitous network environments, IEEE transactions on consumer electronics, 52, 2, 414-420, (May 2006)
[5] Lim, Sung-Hwa; Kim, Jai-Hoon, Real-time broadcast algorithm for mobile computing, Journal of systems and software, 173-181, (Jan. 2004)
[6] Buttazzo, G.; Sensini, F., Optimal deadline assignment for scheduling soft aperiodic tasks in hard real-time environments, IEEE transactions on computers, 48, 10, (1999)
[7] Z. Deng, J.W.S. Liu, J. Sun, A scheme for scheduling hard real-time applications in open system environment, in: Proc. of the Ninth Euromicro Workshop on Real-Time System, Jun. 1997, pp. 191-199
[8] Kartik Gopalan, Kyoung-Don Kang, Coordinated allocation and scheduling of multiple resources in real-time operating systems, in: Workshop on Operating Systems Platforms for Embedded Real-Time Application, Jun. 2007, pp. 68-77
[9] Aaron Helsinger, Richard Lazarus, William Wright, John Zinky, Tools and techniques for performance measurement of large distributed multiagent systems, in: Proc. of the Second International Conference on Autonomous Agents and Multiagent Systems, 2003
[10] B. Tierney, B. Crowley, et al., A monitoring sensor management system for grid environments, in: High Performance Distributed Computing (HPDC-9), Pittsburgh, PA, Aug. 2000
[11] W. Smith, A framework for control and observation in distributed environments, in: NASA Advanced Supercomputing Division, NASA Ames Research Center, Moffett Field, CA NAS-01-006, Jun. 2001
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. It attempts to reflect the references listed in the original paper as accurately as possible without claiming the completeness or perfect precision of the matching.