Title :
Heterogeneous resource management for dynamic real-time systems
Author :
Huh, Eui-Nam ; Welch, Lonnie R. ; Shirazi, Behrooz A. ; Cavanaugh, Charles D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Ohio Univ., Athens, OH, USA
Abstract :
Dynamic real-time systems face many resource management problems. This paper addresses the following problems: (1) dynamic resource allocation to provide QoS objectives, (2) heterogeneous resources, and (3) non-intrusive accurate monitoring of QoS, resource availability and resource needs. This paper describes the techniques of a resource manager handling the above problems to support the QoS of dynamic distributed real-time systems. The contributions of this paper to solve these problems are as follows: unification of dynamic resource requirements among heterogeneous hosts, control of resources in heterogeneous environments, feasibility analysis and dynamic load balancing/sharing. Our heuristic allocation scheme not only allows higher workloads than the random, round-robin and least-load schemes by 257%, 142% and 36.4%, respectively, but it also improves the QoS compared to those schemes by 38.6%, 28.5% and 31.6%, respectively
Keywords :
heuristic programming; open systems; quality of service; real-time systems; resource allocation; distributed real-time systems; dynamic load balancing; dynamic load sharing; dynamic real-time systems; dynamic resource allocation; dynamic resource requirements unification; feasibility analysis; heterogeneous environments; heterogeneous hosts; heterogeneous resource management; heuristic allocation scheme; least-load allocation scheme; nonintrusive accurate monitoring; random allocation scheme; resource availability; resource control; resource needs; round-robin allocation scheme; service quality objectives; workload; Actuators; Availability; Electronic switching systems; Event detection; Marine vehicles; Monitoring; Rain; Real time systems; Resource management; Scalability;
Conference_Titel :
Heterogeneous Computing Workshop, 2000. (HCW 2000) Proceedings. 9th
Conference_Location :
Cancun
Print_ISBN :
0-7695-0556-2
DOI :
10.1109/HCW.2000.843752