Accession Number : ADA307399
Title : STOW Traffic and Related Issues.
Descriptive Note : Final rept.,
Corporate Author : NAVAL RESEARCH LAB WASHINGTON DC COMMUNICATION SYSTEMS BRANCH
Personal Author(s) : Nguyen, Gam D. ; Batsell, Stephen G.
PDF Url : ADA307399
Report Date : APR 1996
Pagination or Media Count : 25
Abstract : The Distribution Interactive Simulation (DIS) program has responded to the needs of having a common, standardized environment in which a large number of simulation nodes can interact in real time with each other. An early phase of the DiS program is the Synthetic Theater of War-Europe (STOW-E) demonstration, which was conducted in November 1994. We analyze the STOW-E traffic using sample statistical techniques and find the following: At small time scales, the LAN traffic oscillates between burstiness and smoothness, whereas the WAN traffic exhibits smoothness. However, both the LAN and the WAN traffic exhibit high burstiness on larger time scales. Therefore, the traffic shows characteristics that would be produced by Poisson-type and self-similar processes. Additionally, in comparing the STOW-E traffic with an asymptotically self-similar process, we find that it has unusually high Hurst parameter (i.e., H -1). It is well kmown that time-dependent processes can yield characteristics resembling correlated components or self-similarity. A simple mathematical model for the traffic is an uncorrelated process whose parameters vary according to another asymptotically self similar process of high burstiness. Since a combination of self-similar processes results in an asymptotically self-similar process, we conjecture that future STOW traffic should behave as asymptotically modulated self-similar processes.
Descriptors : *THEATER LEVEL OPERATIONS, *COMMUNICATIONS TRAFFIC, *DISTRIBUTED INTERACTIVE SIMULATION, MATHEMATICAL MODELS, ENVIRONMENTS, LOCAL AREA NETWORKS, REAL TIME, DEMONSTRATIONS, STATISTICAL SAMPLES, NODES, TIME, WIDE AREA NETWORKS, SCALE, STANDARDIZATION, STATISTICAL PROCESSES.
Subject Categories : Computer Programming and Software
Military Operations, Strategy and Tactics
Distribution Statement : APPROVED FOR PUBLIC RELEASE