Taekyung Heo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Memory Efficient

Topic Distillation

Matrix Multiplication

Computational Power

Top Venues

Publications

Divya Kiran Kadiyala, Saeed Rashidi, Taekyung Heo, Abhimanyu Bambhaniya, Tushar Krishna, Alexandros Daglis
Leveraging Memory Expansion to Accelerate Large-Scale DL Training. ISPASS (2024)
Taekyung Heo, Seunghyo Kang, Sanghyeon Lee, Soojin Hwang, Joongun Park, Jaehyuk Huh
Supporting Trusted Virtual Machines with Hardware-Based Secure Remote Memory. ISMM (2024)
William Won, Taekyung Heo, Saeed Rashidi, Srinivas Sridharan, Sudarshan Srinivasan, Tushar Krishna
ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale. CoRR (2023)
Srinivas Sridharan, Taekyung Heo, Louis Feng, Zhaodong Wang, Matt Bergeron, Wenyin Fu, Shengbao Zheng, Brian Coutinho, Saeed Rashidi, Changhai Man, Tushar Krishna
Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces. CoRR (2023)
William Won, Taekyung Heo, Saeed Rashidi, Srinivas Sridharan, Sudarshan Srinivasan, Tushar Krishna
ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale. ISPASS (2023)
Taekyung Heo, Yang Wang, Wei Cui, Jaehyuk Huh, Lintao Zhang
Adaptive Page Migration Policy With Huge Pages in Tiered Memory Systems. IEEE Trans. Computers 71 (1) (2022)
Divya Kiran Kadiyala, Saeed Rashidi, Taekyung Heo, Abhimanyu Rajeshkumar Bambhaniya, Tushar Krishna, Alexandros Daglis
COMET: A Comprehensive Cluster Design Methodology for Distributed Deep Learning Training. CoRR (2022)
Taekyung Heo, Seunghyo Kang, Sanghyeon Lee, Soojin Hwang, Jaehyuk Huh
Hardware-assisted Trusted Memory Disaggregation for Secure Far Memory. CoRR (2021)
Daehyeon Baek, Soojin Hwang, Taekyung Heo, Daehoon Kim, Jaehyuk Huh
InnerSP: A Memory Efficient Sparse Matrix Multiplication Accelerator with Locality-Aware Inner Product Processing. PACT (2021)
Jeongseob Ahn, Chang Hyun Park, Taekyung Heo, Jaehyuk Huh
Accelerating critical OS services in virtualized systems with flexible micro-sliced cores. EuroSys (2018)
Chang Hyun Park, Taekyung Heo, Jungi Jeong, Jaehyuk Huh
Hybrid TLB Coalescing: Improving TLB Translation Coverage under Diverse Fragmented Memory Allocations. ISCA (2017)
Seikwon Kim, Shinyeong Hyun, Taekyung Heo, Daegil Im, Jaehyuk Huh
Blind: Power saving color transform method for OLED displays. ICCE (2016)
Chang Hyun Park, Taekyung Heo, Jaehyuk Huh
Efficient Synonym Filtering and Scalable Delayed Translation for Hybrid Virtual Caching. ISCA (2016)