“Anti-Caching”-based Elastic Memory Management for Big Data Hao Zhang # , Gang Chen †‡ , Beng Chin Ooi # , Weng-Fai Wong # Shensen Wu †‡ , Yubin Xia ∗ # †

Source URL: www.comp.nus.edu.sg

• Virtual memory
• Memory management
• Computer memory
• Computer architecture
• Cache
• CPU cache
• Paging
• Page table
• Random-access memory
• Memory management unit
• Page fault
• Mmap

ES2: A Cloud Data Storage System for Supporting Both OLTP and OLAP Yu Cao† , Chun Chen§ , Fei Guo† , Dawei Jiang†, Yuting Lin† , Beng Chin Ooi† , Hoang Tam Vo† , Sai Wu† , Quanqing Xu† †

Source URL: www.comp.nus.edu.sg

• Data management
• Online analytical processing
• Online transaction processing
• Database index
• Data-intensive computing
• Data
• Bitmap index
• Extensible Storage Engine
• Query language
• Column-oriented DBMS
• Database model

epiC: an Extensible and Scalable System for Processing Big Data Dawei Jiang † , Gang Chen # , Beng Chin Ooi † , Kian-Lee Tan † , Sai Wu # # † School of Computing, National University of Singapore

Source URL: www.yzbigdata.com

• Parallel computing
• Distributed computing architecture
• Cloud infrastructure
• Apache Software Foundation
• MapReduce
• Data management
• Apache Hadoop
• Big data
• PageRank
• Database
• Data model
• Remote procedure call

Efficient In-memory Data Management: An Analysis Hao Zhang† , Bogdan Marius Tudor† , Gang Chen# , Beng Chin Ooi† † † National University of Singapore, # Zhejiang University

Source URL: www.comp.nus.edu.sg

• Structured storage
• Cross-platform software
• NoSQL
• Distributed computing architecture
• Database caching
• Memcached
• Redis
• Apache Spark
• Key-value database
• Scalability
• Database
• Redis Labs

Noname manuscript No. (will be inserted by the editor) epiC: an extensible and scalable system for processing Big Data Dawei Jiang · Sai Wu · Gang Chen · Beng Chin Ooi · Kian-Lee Tan · Jun Xu

Source URL: www.comp.nus.edu.sg

• Parallel computing
• Distributed computing architecture
• Apache Software Foundation
• MapReduce
• Cloud infrastructure
• Data management
• Apache Hadoop
• Big data
• Database
• PageRank
• Extract
• transform
• load
• Data model

R-Store: A Scalable Distributed System for Supporting Real-time Analytics 2 ¨ Feng Li1 , M. Tamer Ozsu , Gang Chen3 , and Beng Chin Ooi1

Source URL: www.comp.nus.edu.sg

• Data management
• Information technology management
• Online analytical processing
• Business intelligence
• Parallel computing
• MapReduce
• Data warehouse
• Rtolap
• Apache HBase
• Book:Non-Relational Databases
• Pentaho

Relaxed Space Bounding for Moving Objects: A Case for the Buddy Tree 1 Shuqiao Guo 1 Zhiyong Huang 2 H. V. Jagadish 1 Beng Chin Ooi 1 Zhenjie Zhang

Source URL: www.comp.nus.edu.sg

Towards a Non-2PC Transaction Management in Distributed Database Systems Qian Lin† Pengfei Chang§ Gang Chen§ Beng Chin Ooi† Kian-Lee Tan† Zhengkui Wang†¶ † National University of Singapore

Source URL: www.comp.nus.edu.sg

ES2: A Cloud Data Storage System for Supporting Both OLTP and OLAP Yu Cao† , Chun Chen§ , Fei Guo† , Dawei Jiang†, Yuting Lin† , Beng Chin Ooi† , Hoang Tam Vo† , Sai Wu† , Quanqing Xu† †

Source URL: www.yzbigdata.com

• Data management
• Online analytical processing
• Online transaction processing
• Data
• Bitmap index
• Extensible Storage Engine
• Query language
• Column-oriented DBMS
• Comparison of OLAP Servers

The Curse of Highly Variable Functions for Local Kernel Machines Yoshua Bengio, Olivier Delalleau, Nicolas Le Roux Dept. IRO, Universit´e de Montr´eal P.O. Box 6128, Downtown Branch, Montreal, H3C 3J7, Qc, Canada {beng

Source URL: nicolas.le-roux.name