Accession Number : ADA303912
Title : Experiments in Automated Load Balancing.
Descriptive Note : Contractor rept.,
Corporate Author : INSTITUTE FOR COMPUTER APPLICATIONS IN SCIENCE AND ENGINEERING HAMPTON VA
Personal Author(s) : Wilson, Linda F. ; Nicol, David M.
PDF Url : ADA303912
Report Date : NOV 1995
Pagination or Media Count : 16
Abstract : One of the promises of parallelized discrete-event simulation is that it might provide significant speedups over sequential simulation. In reality, high performance cannot be achieved unless the system is fine-tuned to balance computation, communication, and synchronization requirements. As a result, parallel discrete-event simulation needs tools to automate the tuning process with little or no modification to the user's simulation code. In this paper, we discuss our experiments in automated load balancing using the SPEEDES simulation framework. Specifically, we examine three mapping algorithms that use run-time measurements. Using simulation models of queuing networks and the National Airspace System, we investigate (i) the use of run-time data to guide mapping, (ii) the utility of considering communication costs in a mapping algorithm, (iii) the degree to which computational "hot-spots" ought to be broken up in the linearization, and (iv) the relative execution costs of the different algorithms.
Descriptors : *ALGORITHMS, *COMPUTERIZED SIMULATION, *MAPPING, *LOADING(ELECTRONICS), MEASUREMENT, AUTOMATION, QUEUEING THEORY, MODELS, NETWORKS, SEQUENCES, TIME, COSTS, CODING, LINEARITY, TUNING, COMMUNICATION AND RADIO SYSTEMS.
Subject Categories : Electrical and Electronic Equipment
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE