Andrew Chang

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 11

Top Topics

Data Processing

Memory Bandwidth

Nearest Neighbor

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai Li, Yiran Chen
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing. ISCA (2024)
Shiyu Li, Yitu Wang, Edward Hanson, Andrew Chang, Yang-Seok Ki, Hai Li, Yiran Chen
NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models. IEEE Trans. Computers 73 (5) (2024)
Andy He, Darren Key, Mason Bulling, Andrew Chang, Skyler Shapiro, Everett Lee
HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis. CoRR (2024)
Yitu Wang, Shiyu Li, Qilin Zheng, Andrew Chang, Hai Li, Yiran Chen
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Yitu Wang, Shiyu Li, Qilin Zheng, Linghao Song, Zongwang Li, Andrew Chang, Hai (Helen) Li, Yiran Chen
In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search. CoRR (2023)
Wenqin Huangfu, Krishna T. Malladi, Andrew Chang, Yuan Xie
BEACON: Scalable Near-Data-Processing Accelerators for Genome Analysis near Memory Pool with the CXL Support. MICRO (2022)
Minseon Ahn, Andrew Chang, Donghun Lee, Jongmin Gim, Jungmin Kim, Jaemin Jung, Oliver Rebholz, Vincent Pham, Krishna T. Malladi, Yang-Seok Ki
Enabling CXL Memory Expansion for In-Memory Database Management Systems. DaMoN (2022)
Joey Allen, Zheng Yang, Matthew Landen, Raghav Bhat, Harsh Grover, Andrew Chang, Yang Ji, Roberto Perdisci, Wenke Lee
Mnemosyne: An Effective and Efficient Postmortem Watering Hole Attack Investigation System. CCS (2020)
Peng Gu, Benjamin S. Lim, Wenqin Huangfu, Krishan T. Malladi, Andrew Chang, Yuan Xie
NMTSim: Transaction-Command Based Simulator for New Memory Technology Devices. IEEE Comput. Archit. Lett. 19 (1) (2020)
Donghun Lee, Andrew Chang, Minseon Ahn, Jongmin Gim, Jungmin Kim, Jaemin Jung, Kang-Woo Choi, Vincent Pham, Oliver Rebholz, Krishna Malladi, Yang-Seok Ki
Optimizing Data Movement with Near-Memory Acceleration of In-memory DBMS. EDBT (2020)
Shahab Tayeb, Matin Pirouz, Johann Sun, Kaylee Hall, Andrew Chang, Jessica Li, Connor Song, Apoorva Chauhan, Michael Ferra, Theresa Sager, Justin Zhan, Shahram Latifi
Toward predicting medical conditions using k-nearest neighbors. IEEE BigData (2017)
Eric Kim, Nicholas Carlini, Andrew Chang, George Yiu, Kai Wang, David A. Wagner
Improved Support for Machine-assisted Ballot-level Audits. EVT/WOTE (2013)
Anjali Bhandari, Wei Shi, John Harju, Frank J. Manion, Becky Marshall, Andrew Chang, Rebecca M. Minter
Extending OpenClinica using Web 2.0 Technologies. AMIA (2012)
Andrew Chang
Case Study of a 65-nm SoC Design. IEEE Des. Test Comput. 26 (2) (2009)
Liju Fan, Annette Smith, Douglas Boenning, Gerard Castro, Stacey Champagne, Jerod M. Loeb, Andrew Chang
Building a Hospital Incident Reporting Ontology (HIRO) in the Web Ontology Language (OWL) using the JCAHO Patient Safety Event Taxonomy (PSET). AMIA (2005)
Judson Williford, Andrew Chang
Modeling the FedEx IT division: a system dynamics approach to strategic IT planning. J. Syst. Softw. 46 (2-3) (1999)
Jyun-Sheng Chang, Andrew Chang, Tsuey-Fen Lin, Sur-Jin Ker
A Statistical Approach to Machine Aided Translation of Terminology Banks. COLING (1992)