Andrew Chang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
NDRec: A Near-Data Processing System for Training Large-Scale Recommendation Models.
IEEE Trans. Computers, May, 2024

Rapid prediction of key residues for foldability by machine learning model enables the design of highly functional libraries with hyperstable constrained peptide scaffolds.
PLoS Comput. Biol., 2024

HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis.
CoRR, 2024

NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference.
ACM Trans. Embed. Comput. Syst., October, 2023

In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search.
CoRR, 2023

2022
BEACON: Scalable Near-Data-Processing Accelerators for Genome Analysis near Memory Pool with the CXL Support.
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

Enabling CXL Memory Expansion for In-Memory Database Management Systems.
Proceedings of the International Conference on Management of Data, 2022

2020
NMTSim: Transaction-Command Based Simulator for New Memory Technology Devices.
IEEE Comput. Archit. Lett., 2020

Optimizing Data Movement with Near-Memory Acceleration of In-memory DBMS.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Mnemosyne: An Effective and Efficient Postmortem Watering Hole Attack Investigation System.
Proceedings of the CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, 2020

2017
Toward predicting medical conditions using k-nearest neighbors.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2013
Improved Support for Machine-assisted Ballot-level Audits.
Proceedings of the 2013 Electronic Voting Technology Workshop / Workshop on Trustworthy Elections, 2013

2012
Extending OpenClinica using Web 2.0 Technologies.
Proceedings of the AMIA 2012, 2012

2009
Case Study of a 65-nm SoC Design.
IEEE Des. Test Comput., 2009

2005
Building a Hospital Incident Reporting Ontology (HIRO) in the Web Ontology Language (OWL) using the JCAHO Patient Safety Event Taxonomy (PSET).
Proceedings of the AMIA 2005, 2005

1999
Modeling the FedEx IT division: a system dynamics approach to strategic IT planning.
J. Syst. Softw., 1999

1992
A Statistical Approach to Machine Aided Translation of Terminology Banks.
Proceedings of the 14th International Conference on Computational Linguistics, 1992


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