ACID Encountering the CAP Theorem Two Bank Case Studies

摘要：

　　In the era of big data, we may adopt the distributed architecture for a transaction processing system due to some reasons, including distributed branches, heavy demand and operational expenditure, etc.In terms of the CAP Theorem, a transaction processing system associated with ACID properties is infeasible to work well in the distributed architecture.It is indispensable to address how to make a trade-off between availability and partition tolerance for a bank as it favors the consistency in the distributed system.In this research, we conduct two case studies to address the question using two transaction logs collected from a bank in China.We mainly analyze the table dependency and the table concurrency, and find that (1) it is arduous to partition the data in the database system associated with ACID properties; (2) in-memory architecture for updating transactions may be an alternative for building a transaction processing system.

关键词： ACID Distributed Database In-memory Database CAP

作者: Chao Kong Ming Gao Weining Qian Minqi Zhou Xueqing Gong Rong Zhang Aoying Zhou

作者单位: Institute for Data Science and Engineering & Shanghai Key Lab for Trustworthy Computing East China Normal University Shanghai, China

会议类型: 国际会议

会议名称: The 12th Web Information System and Application Conference第十二届全国Web信息系统及其应用学术会议(WISA2015)、全国第十次语义Web 与本体论学术研讨会(SWON2015)、全国第九次电子政务技术及应用学术研讨会(EGTA2015)

会议地点: 济南

会议语种:英文

页码: 235-240

在线出版日期: 2015-09-11（万方平台首次上网日期，不代表论文的发表时间）