상세 보기
Data locality in graph engines: Implications and preliminary experimental results
- Jo, Yong-Yeon;
- Hong, Jiwon;
- Jang, Myung-Hwan;
- Bang, Jae-Geun;
- Kim, Sang-Wook
Citations
SCOPUS
5초록
The size of graphs has dramatically increased. Graph engines for a single machine have been emerged to process these graphs efficiently. However, existing engines have overlooked a data locality which is an imperative factor to improve the performance of these engines in the previous literature. In this paper, we show the importance of data locality with graph algorithms by running on graph engines based on a single machine.
키워드
Data layout; Data locality; Graph engines; Single machine; Knowledge management; Data layouts; Data locality; Graph algorithms; Single- machines; Engines
- 제목
- Data locality in graph engines: Implications and preliminary experimental results
- 저자
- Jo, Yong-Yeon; Hong, Jiwon; Jang, Myung-Hwan; Bang, Jae-Geun; Kim, Sang-Wook
- 발행일
- 2016-10
- 유형
- Conference Paper
- 저널명
- International Conference on Information and Knowledge Management, Proceedings
- 권
- 24-28-October-2016
- 페이지
- 1885 ~ 1888