AMGCC21 Program
From HTC-as-a-Service, KISTI
Accepted Papers | Workshop Main Page
- Towards Scalable Manycore-aware Persistent B+-Tree for Efficient Indexing in Cloud Environment
Safdar Jamil (Sogang Univeristy), Awais Khan (Sogang Univeristy), Burgstaller Bernd (Yeonsei Univeristy) and Youngjae Kim (Sogang Univeristy) - An Efficient VM Scheduling Framework for Interactive Streaming Service
Jongbeen Han (Seoul National University), Minwook Lee (Chung-Ang University), Chanho Choi (OLIM PLANET Inc.), Yongseok Son (Chung-Ang University) and Hyeonsang Eom (Seoul National University) - Is Data Migration Evil in the File System?
Jungwook Han (Sogang Univeristy), Hongsoo Byun (Sogang Univeristy), Hyeongjoon Kown (Sogang Univeristy), Sungyong Park (Sogang Univeristy) and Youngjae Kim (Sogang Univeristy) - Development of QoS-aware agents with reinforcement learning for autoscaling of microservices on the cloud
Abeer Abdel Khaleq (University of Colorado - Denver) and Ilkyeun Ra (University of Colorado - Denver) - Data Separation Scheme on Lustre Metadata Server based on Multi-stream SSD
Cheongjun Lee (Korea Aerospace University), Jaehwan Lee (Korea Aerospace University), Chungyong Kim (Seoul National University), Jiwoo Bang (Seoul National University), Eun-Kyu Byun (Korea Institute of Science and Technology Information) and Hyeonsang Eom (Seoul National University) - Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark
Suyeon Lee (Sogang Univeristy), Yeonwoo Jeong (Sogang Univeristy), Minwoo Kim (Sogang Univeristy) and Sungyong Park (Sogang Univeristy) - MeLoN: Distributed Deep Learning meets the Big Data Platform
Dae-Cheol Kang (Myongji University), Seoungbeom Heo (Myongji University), Hyeounji Jang (Myongji University), Hyeock-Jin Lee (Myongji University), Minkyoung Cho (Myongji University) and Jik-Soo Kim (Myongji University) - Implementing CUDA Unified Memory in the PyTorch Framework
Jake Choi (Seoul National University), Heon Young Yeom (Seoul National University) and Yoonhee Kim (Sookmyung Woman's University)
Workshop Program | Workshop Main Page
- Date: September 27 (Monday), 2021
- Time: 10:00 AM - 01:40 PM
This workshop features oral presentations of 8 full papers.
| Time | Title | Authors | Session Chair |
|---|---|---|---|
| 10:00 - 10:15 | Welcome Remarks by AMGCC workshop organizers | ||
| 10:20 - 10:40 | Towards Scalable Manycore-aware Persistent B+-Tree for Efficient Indexing in Cloud Environment | Safdar Jamil, Awais Khan, Burgstaller Bernd and Youngjae Kim | Yongseok Son |
| 10:30 - 10:50 | An adaptive page replacement scheme for scientific applications | Yunjae Lee, Heon Y. Yeom and Hyuck Han | |
| 10:50 - 11:10 | Hyperparameter Optimization for Deep Residual Learning in Image Classification | Abbas Jafar and Lee Myungho | |
| 11:10 - 11:30 | Toward Interference-aware GPU Container Co-scheduling Learning from Application Profiles | Sejin Kim and Yoonhee Kim | |
| 11:30 - 12:00 | Break | ||
| 12:00 - 12:20 | Improving performance of Parallel Matrix Multiplication Routine on Intel KNL and Xeon Scalable Processors | Thi My Tuyen Nguyen, Yoosang Park, Raehyun Kim and Jaeyoung Choi | Kyongyong Lee |
| 12:20 - 12:40 | An Efficient and Parallel Bad Block Checker for Parallelism of Storage Devices | Jaehyun Han, Guangyu Zhu, Eunseo Lee and Yongseok Son | |
| 12:40 - 13:00 | Empirical Analysis of the I/O Characteristics of a Highly Integrated Many-Core Processor | Cheongjun Lee, Jaehwan Lee, Donghun Koo, Chungyong Kim, Jiwoo Bang, Eun-Kyu Byun and Hyeonsang Eom | |
| 13:00 - 13:20 | SW Runtime Estimation using Automata Theory and Deep Learning on HPC | Hyunjoon Cheon, Jinseung Ryu, Chan Yeol Park and Yo-Sub Han | |
| 13:20 - 13:40 | An Energy-Efficient Service Scheduling Algorithm in Federated Edge Cloud | Yeonwoo Jeong, Esrat Maria and Sungyong Park | |
| 13:40 - 13:50 | Closing Remarks | ||
