Title :
Performance evaluation of the time-stamp ordering algorithm in a distributed database
Author_Institution :
IBM Corp., Research Triangle Park, NC, USA
fDate :
6/1/1993 12:00:00 AM
Abstract :
Time-stamp ordering is one of the consistency preserving algorithms that is used in distributed databases. F. Baccelli (1987) has introduced a queueing model that incorporates the fork-join and resequencing synchronization constraints to analyze the algorithm´s performance. The power of interpolation approximation technique is illustrated by obtaining extremely good approximations for this rather complex model. The heavy traffic approximations are obtained by showing that this model has the same diffusion limit as a system of parallel fork-join queues. The light traffic limits are obtained by applying the light traffic theory developed by M.I. Reiman and B. Simon (1989). The heavy traffic limits are computed for general arrival and service distributions, but the light traffic limits are restricted to Markovian systems
Keywords :
database theory; distributed databases; interpolation; queueing theory; consistency preserving; distributed database; fork-join; interpolation; light traffic; queueing model; resequencing; time-stamp ordering; Broadcasting; Delay; Distributed computing; Distributed databases; Interpolation; Performance analysis; Power system modeling; Queueing analysis; Traffic control; Transaction databases;
Journal_Title :
Parallel and Distributed Systems, IEEE Transactions on