Title :
A method for optimizing communication paths in distributed systems
Author :
Dam, Martin ; Pedersen, Jens Myrup
Author_Institution :
Dept. of Electron. Syst., Aalborg Univ., Aalborg, Denmark
Abstract :
One of the challenges in designing large distributed systems is to optimize the communication and dependencies between modules, where a trade-off between performance and ressource usage often must be made. This paper suggest a simple taxonomy for comparing potential designs, and provides also an algorithm for automatically suggesting good candidates. The algorithm is compared to previous work, where it is shown to be significantly faster, while providing comparable results. The results are also shown to be near-optimal in comparison with a brute-force algorithm which is only tested for small problem instances.
Keywords :
distributed processing; graph theory; optimisation; Dam graph optimization; brute-force algorithm; communication path optimization; distributed system design; resource usage; system performance; Algorithm design and analysis; Complexity theory; Delay; Generators; Heuristic algorithms; Optimization; Taxonomy; Networks; feedback communication; internet; load balanced routing; network testing; probabilistic routing; routing; topology; traffic control (communication);
Conference_Titel :
Advanced Communication Technology (ICACT), 2011 13th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-8830-8