@inproceedings{e4f22f3f1ede45b2937ec039dddaf0f6,
title = "XB+-Tree: Access-Pattern-Aware Cache-Line-Based Tree for Non-volatile Main Memory Architecture",
abstract = "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%.",
keywords = "NVM, Non-Volatile main memory, access-pattern-aware, cache-line-based tree, in-memory database",
author = "Liang, {Li Zheng} and Yang, {Ming Chang} and Chang, {Yuan Hao} and Chen, {Tseng Yi} and Chen, {Shuo Han} and Wei, {Hsin Wen} and Shih, {Wei Kuan}",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 41st IEEE Annual Computer Software and Applications Conference, COMPSAC 2017 ; Conference date: 04-07-2017 Through 08-07-2017",
year = "2017",
month = sep,
day = "7",
doi = "10.1109/COMPSAC.2017.267",
language = "???core.languages.en_GB???",
series = "Proceedings - International Computer Software and Applications Conference",
publisher = "IEEE Computer Society",
pages = "483--491",
editor = "Claudio Demartini and Thomas Conte and Motonori Nakamura and Chung-Horng Lung and Zhiyong Zhang and Kamrul Hasan and Sorel Reisman and Ling Liu and William Claycomb and Hiroki Takakura and Ji-Jiang Yang and Edmundo Tovar and Stelvio Cimato and Ahamed, {Sheikh Iqbal} and Toyokazu Akiyama",
booktitle = "Proceedings - 2017 IEEE 41st Annual Computer Software and Applications Conference, COMPSAC 2017",
}