XB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-volatile Main Memory Architecture

Li Zheng Liang, Ming Chang Yang, Yuan Hao Chang, Tseng Yi Chen, Shuo Han Chen, Hsin Wen Wei, Wei Kuan Shih

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

Non-volatile memory (NVM) has widely participated in the evolution of the next-generation memory architecture by way of being the substitution of the main memory. To cope with the problem of asymmetric read/write speeds of NVM, several excellent researches have been proposed to reduce the number of writes to the NVM-based main memory. Nevertheless, most of these existing approaches do not take the cache-line-based access behavior between the processor and the main memory into consideration. Thus, in order to essentially improve the access performance of the NVM-based memory architecture, this work aims to optimize the cache-line-based access performance over the NVM-based memory architecture based on the special access patterns in many popular internet of things (IoT) and in-memory database applications. Our experiments based on the well-known Gem5 full system simulator reveal that, compared to other existing representative approaches, the proposed design can effectively reduce the total execution time of insertion by 20.92~55.20% and improve the execution time of query by 2.06~23.36%.

原文???core.languages.en_GB???
主出版物標題Proceedings - 2017 IEEE 41st Annual Computer Software and Applications Conference, COMPSAC 2017
編輯Claudio Demartini, Thomas Conte, Motonori Nakamura, Chung-Horng Lung, Zhiyong Zhang, Kamrul Hasan, Sorel Reisman, Ling Liu, William Claycomb, Hiroki Takakura, Ji-Jiang Yang, Edmundo Tovar, Stelvio Cimato, Sheikh Iqbal Ahamed, Toyokazu Akiyama
發行者IEEE Computer Society
頁面483-491
頁數9
ISBN(電子)9781538603673
DOIs
出版狀態已出版 - 7 9月 2017
事件41st IEEE Annual Computer Software and Applications Conference, COMPSAC 2017 - Torino, Italy
持續時間: 4 7月 20178 7月 2017

出版系列

名字Proceedings - International Computer Software and Applications Conference
1
ISSN(列印)0730-3157

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???41st IEEE Annual Computer Software and Applications Conference, COMPSAC 2017
國家/地區Italy
城市Torino
期間4/07/178/07/17

指紋

深入研究「XB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-volatile Main Memory Architecture」主題。共同形成了獨特的指紋。

引用此