Autopilot: adaptive control of distributed applications
Ribler, R.L.; Vetter, J.S.; Simitci, H.; Reed, D.A.
High Performance Distributed Computing, 1998. Proceedings. The Seventh International Symposium on
Volume , Issue , 28-31 Jul 1998 Page(s):172 - 179
Digital Object Identifier 10.1109/HPDC.1998.709970
Summary:With increasing development of applications for heterogeneous,
distributed computing grids, the focus of performance analysis has
shifted from a posteriori optimization on homogeneous parallel systems
to application tuning for heterogeneous resources with time varying
availability. This shift has profound implications for performance
instrumentation and analysis techniques. Autopilot is a new
infrastructure for dynamic performance tuning of heterogeneous
computational grids based on closed loop control. The paper describes
the Autopilot model of distributed sensors, actuators, and decision
procedures, reports preliminary performance benchmarks, and presents a
case study in which the Autopilot library is utilized in the development
of an adaptive parallel input/output system
View citation and abstract |