Optimal component composition for scalable stream processing
Xiaohui Gu, Philip S. Yu, et al.
ICDCS 2005
In a distributed database environment, the site assignment of relations is a critical issue. When the joint operations in a query involve relations over multiple sites, the site to carry out the join operation can have a significant impact on the performance. Based on the query descriptions and arrival frequency to each site, a methodology is developed to assign relations and determine join sites simultaneously. The methodology first decomposes queries into relation steps and then makes site assignments based on either a linear integer programming technique to minimize the amount of intersystem communication while balancing resource utilizations across systems, or a heuristic technique to minimize average response time under similar resource constraints. © 1989 IEEE
Xiaohui Gu, Philip S. Yu, et al.
ICDCS 2005
Jiawei Zhang, Philip S. Yu, et al.
BigData Congress 2017
Jiefeng Cheng, Jeffrey Xu Yu, et al.
EDBT 2008
Qi Liu, Han Zhou, et al.
PLoS ONE