Title :
On coupling multiple systems with a global buffer
Author :
Chen, Ming-Syan ; Yu, Philip S. ; Yang, Tao-Heng
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
fDate :
4/1/1996 12:00:00 AM
Abstract :
We conduct a performance study of coupling multiple systems with a global buffer, and present several results obtained from a multiple-system simulator. This simulator has been run against three workloads, and the coupled system behavior with these three different inputs is studied. Several statistics, including those on local and global buffer hits, page writes to the global buffer, cross-invalidations, and castouts are reported. Their relationship to the degree of data skew is explored. Moreover, in addition to the update-caching approach, a design alternative for the use of a global buffer, namely read-caching, is explored. In read-caching, not only updated pages but also pages read by each node are kept in the global buffer, thereby facilitating other nodes access to the same pages at the cost of a higher global buffer usage. Also investigated is the case of no-caching, i.e., without using a global buffer. Several simulation results are presented and analyzed
Keywords :
buffer storage; cache storage; distributed databases; software performance evaluation; transaction processing; virtual machines; castouts; cost; coupled system behavior; cross-invalidations; data sharing; data skew; database transaction processing; design; global buffer; global buffer hits; local buffer hits; multiple systems coupling; multiple-system simulator; no-caching; nodes access; page writes; performance study; read-caching; simulation; statistics; update-caching; workloads; Analytical models; Art; Clustering methods; Context modeling; Costs; Programming; Statistics; Stochastic processes; Taxonomy; Transaction databases;
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on