With the coming of the big data age, more and more string dictionaries need to be processed. The existing string dictionary indexes are either too space-consuming, or lack of locality of reference, making them inapplicable in the external memory environment. Targeted with these problems, first we design a new succinct representation of Patricia trie using LOUDS encoding. Then applying it to external memory indexing problem, we propose a new string dictionary index SB-trie, which is not only succinct on space, but also has good locality of reference, making it I/O efficient in external memory environment. Experiments show that SB-trie consumes less space and has greater searching performance in disk environment.
목차
Abstract 1. Introduction 2. Basic Data Structures and Algorithms 2.1. Bit array 2.2. Trie 2.3. The LOUDS Representation of Trie 3. The Succinct Representation of Patricia Trie 3.1. Patricia Trie 3.2. The Succinct Representation of Patricia Trie 4. SB-trie 4.1. The Construction of SB-trie 4.2. Search in SB-trie 5. Experiments 5.1. Experiment Environment 5.2. Experiment Results and Analysis 6. Conclusion Acknowledgements References
키워드
String DictionarySuccinct Data StructureTrieBig Data Processing
저자
Guoqing Zhang [ School of Computer Science & Technology, Soochow University, Suzhou, 215006, China ]
Mei Rong [ Shenzhen Tourism College, Jinan University, Shenzhen, 518053, China ]
Guangquan Zhang [ School of Computer Science & Technology, Soochow University, Suzhou, 215006, China, State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Science, Beijing, 100190, 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.3