Wentao Huang
PhD Candidate
National University of Singapore
About
My name is Wentao Huang (Chinese: 黄文韬). I am a PhD candidate in School of Computing, National University of Singapore, with the supervision of Professor Kian-Lee Tan. Currently, I mainly work on developing database systems on modern/emerging hardware. I am also interested in other research areas, e.g., computer architecture, high-performance computing, and operating systems.
Education
- Ph.D. in Computer Science
- Aug. 2020 - Present, National University of Singapore
- M.S. in Computer Science
- Sep. 2017 - Jun. 2020, Renmin University of China
- B.S. in Electronic Engineering
- Sep. 2013 - Jun. 2017, Shandong University
Experiences
- Research Engineer
- Jul. 2018 - Feb. 2019, Advanced Digital Sciences Center, Singapore
Publications
Wentao Huang, Mo Sha, Mian Lu, Yuqiang Chen, Bingsheng He, Kian-Lee Tan.
Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing.
15th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS), 2024.
[Paper]
[Code]
[Slides]
Yunhong Ji, Wentao Huang, Xuan Zhou.
HeterMM: applying in-DRAM index to heterogeneous memory-based key-value stores.
Frontiers of Computer Science (FCS), 18(4): 184612, 2024.
[Paper]
Yunhong Ji, Wentao Huang, Xuan Zhou, Bingsheng He, Kian-Lee Tan.
TaC: An Anti-Caching Key-Value Store on Heterogeneous Memory Architectures.
27th International Conference on Extending Database Technology (EDBT), 2024.
[Paper]
[Code]
[Slides]
Wentao Huang, Yunhong Ji, Xuan Zhou, Bingsheng He, Kian-Lee Tan.
A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory.
49th International Conference on Very Large Data Bases (VLDB), 2023.
[Paper]
[Technical Report]
[Code]
[Slides]
[Video]
Wentao Huang, Yuchen Li, Yuan Fang, Ju Fan, Hongxia Yang.
BiANE: Bipartite Attributed Network Embedding.
43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2020.
[Paper]
[Supplementary]
[Code]
[Slides]
[Video]
[中文概述]
Services
- Research Session Deputy Chair
- EDBT'24.
- Invited Reviewer
- ISCAS'24.
- Artifact Evaluation Committee
- SOSP'23, OSDI'23, USENIX ATC'23, EuroSys'23.
Teaching
- CS3223: Database Systems Implementation
- Teaching Assistant, National University of Singapore, Spring 2021 - Spring 2022
- Linear Algebra
- Teaching Assistant, Renmin University of China, Spring 2019
- Introduction to Computer Science
- Teaching Assistant, Renmin University of China, Spring 2018
Contact
- Email: huangwentaochina@gmail.com
- Address: COM1-01-08, 13 Computing Drive, Singapore, 117417