With the dramatic increase of data volume, automatic data distribution has been one of the key techniques and intractable problem for distributed systems. This work summarizes the problem of data distribution and abstracts it as a general triangle model called DaWN. Based on data and workload analysis, it presents a novel strategy called ADDS for automatic data distribution in OLTP applications. According to the results of a series of experiments over TPC-C datasets and transactions, the proposed approach shows effective improvements.
목차
Abstract 1. Introduction 2. Problem Description 3. An Automatic Data Distribution Solution 3.1. Solution Overview 3.2. Data Partitioning 3.3. Data Placement 4. Experiment Analysis 4.1. Environment and Configuration 4.2. Experiment Results and Analysis 5. Related Works 6. Conclusion Acknowledgements References
키워드
automatic data distributiondata placementdata partitioningOLTP
저자
Xiaoyan Wang [ Key Laboratory of Data Engineering and Knowledge Engineering (Renmin University of China), MOE, Beijing, 100872, China, School of Information and Electrical Engineering, Ludong University, Yantai, 264025, China, School of Information, Renmin University of China, Beijing, 100872, China ]
Xu Fan [ Key Laboratory of Data Engineering and Knowledge Engineering (Renmin University of China), MOE, Beijing, 100872, China, School of Information, Renmin University of China, Beijing, 100872, China ]
Jinchuan Chen [ Key Laboratory of Data Engineering and Knowledge Engineering (Renmin University of China), MOE, Beijing, 100872, China ]
Xiaoyong Du [ Key Laboratory of Data Engineering and Knowledge Engineering (Renmin University of China), MOE, Beijing, 100872, China, School of Information, Renmin University of China, Beijing, 100872, China ]
보안공학연구지원센터(IJDTA) [Science & Engineering Research Support Center, Republic of Korea(IJDTA)]
설립연도
2006
분야
공학>컴퓨터학
소개
1. 보안공학에 대한 각종 조사 및 연구
2. 보안공학에 대한 응용기술 연구 및 발표
3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최
4. 보안공학 기술의 상호 협조 및 정보교환
5. 보안공학에 관한 표준화 사업 및 규격의 제정
6. 보안공학에 관한 산학연 협동의 증진
7. 국제적 학술 교류 및 기술 협력
8. 보안공학에 관한 논문지 발간
9. 기타 본 회 목적 달성에 필요한 사업
간행물
간행물명
International Journal of Database Theory and Application
간기
격월간
pISSN
2005-4270
수록기간
2008~2016
십진분류
KDC 505DDC 605
이 권호 내 다른 논문 / International Journal of Database Theory and Application Vol.7 No.4