Alexander Sim

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Topics

Storage Management

Data Transformation

Top Venues

IPDPS Workshops

Publications

Lixi Zhou, Qi Lin, Kanchan Chowdhury, Saif Masood, Alexandre E. Eichenberger, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Jia Zou
Serving Deep Learning Models from Relational Databases. EDBT (2024)
Robin Frehner, Kesheng Wu, Alexander Sim, Jinoh Kim, Kurt Stockinger
Detecting Anomalies in Time Series Using Kernel Density Approaches. IEEE Access 12 (2024)
Alexandre E. Eichenberger, Qi Lin, Saif Masood, Hong Min, Alexander Sim, Jie Wang, Yida Wang, Kesheng Wu, Binhang Yuan, Lixi Zhou, Jia Zou
Serving Deep Learning Model in Relational Databases. CoRR (2023)
Jiwoo Bang, Alexander Sim, Glenn K. Lockwood, Hyeonsang Eom, Hanul Sung
Design and Implementation of Burst Buffer Over-Subscription Scheme for HPC Storage Systems. IEEE Access 11 (2023)
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
Automatic Data Transformation Using Large Language Model: An Experimental Study on Building Energy Data. CoRR (2023)
Ankita Sharma, Xuanmao Li, Hong Guan, Guoxin Sun, Liang Zhang, Lanjun Wang, Kesheng Wu, Lei Cao, Erkang Zhu, Alexander Sim, Teresa Wu, Jia Zou
Automatic Data Transformation Using Large Language Model - An Experimental Study on Building Energy Data. BigData (2023)
Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
Adaptive Optimization for Sparse Data on Heterogeneous GPUs. IPDPS Workshops (2022)
Ling Jin, C. Anna Spurlock, Sam Borgeson, Alina Lazar, Daniel Fredman, Annika Todd, Alexander Sim, Kesheng Wu
Investigating Underlying Drivers of Variability in Residential Energy Usage Patterns with Daily Load Shape Clustering of Smart Meter Data. CoRR (2021)
Alina Lazar, Ling Jin, Caitlin Brown, C. Anna Spurlock, Alexander Sim, Kesheng Wu
Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions. IEEE BigData (2021)
Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers. CoRR (2021)
Yujing Ma, Florin Rusu, Kesheng Wu, Alexander Sim
Adaptive Stochastic Gradient Descent for Deep Learning on Heterogeneous CPU+GPU Architectures. IPDPS Workshops (2021)
Hanul Sung, Jiwoo Bang, Chungyong Kim, Hyung-Sin Kim, Alexander Sim, Glenn K. Lockwood, Hyeonsang Eom
BBOS: Efficient HPC Storage Management via Burst Buffer Over-Subscription. CCGRID (2020)
Ling Jin, Alina Lazar, James Sears, Annika Todd-Blick, Alexander Sim, Kesheng Wu, Hung-Chia Yang, C. Anna Spurlock
Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes. IEEE Access 8 (2020)
Alina Lazar, Alexandra Ballow, Ling Jin, C. Anna Spurlock, Alexander Sim, Kesheng Wu
Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use. IEEE BigData (2019)
Hanul Sung, Jiwoo Bang, Alexander Sim, Kesheng Wu, Hyeonsang Eom
Understanding Parallel I/O Performance Trends Under Various HPC Configurations. SNTA@HPDC (2019)
Tal Shachaf, Alexander Sim, Kesheng Wu, Wilko Kroeger
Detecting Anomalies in the LCLS Workflow. IEEE BigData (2018)
David Pugmire, James Kress, Jong Youl Choi, Scott Klasky, Tahsin M. Kurç, Michael Churchill, Matthew Wolf, Greg Eisenhauer, Hank Childs, Kesheng Wu, Alexander Sim, Junmin Gu, Jonathan Low
Visualization and Analysis for Near-Real-Time Decision Making in Distributed Workflows. IPDPS Workshops (2016)
Benson Ma, Arie Shoshani, Alexander Sim, Kesheng Wu, Yong-Ik Byun, Jaegyoon Hahm, Min-Su Shin
Efficient Attribute-Based Data Access in Astronomy Analysis. SC Companion (2012)
Julian Cummings, Jay F. Lofstead, Karsten Schwan, Alexander Sim, Arie Shoshani, Ciprian Docan, Manish Parashar, Scott Klasky, Norbert Podhorszki, Roselyne Barreto
EFFIS: An End-to-end Framework for Fusion Integrated Simulation. PDP (2010)
Daren Hasenkamp, Alexander Sim, Michael F. Wehner, Kesheng Wu
Finding Tropical Cyclones on a Cloud Computing Cluster: Using Parallel Virtualization for Large-Scale Climate Simulation Analysis. CloudCom (2010)