AMGCC21 Program

2021-08-04T01:46:47Z

Admin: /* Workshop Program | Workshop Main Page */

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== Accepted Papers | [[AMGCC21|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 | [[AMGCC21|Workshop Main Page]]==

* '''Date''': September 27 (Monday), 2021
* '''Time''': 10:00 AM - 13:20 PM (EST)

This workshop features oral presentations of 8 full papers.

{| class="wikitable"
|-
! Time (EST)
! Title
! Authors
! Session Chair

|- align="center"
| width="10%"| 10:00 - 10:10
| colspan="3" align="center"| '''Welcome Remarks by AMGCC workshop organizers'''

|- align="center"
| colspan="4" align="center"| '''Session 1: Big Data in Cloud'''

|- align="center"
| 10:10 - 10:30
| Towards Scalable Manycore-aware Persistent B+-Tree for Efficient Indexing in Cloud Environment
| Safdar Jamil, Awais Khan, Burgstaller Bernd and Youngjae Kim

| rowspan="4"| Awais Khan

|- align="center"
| 10:30 - 10:50
| MeLoN: Distributed Deep Learning meets the Big Data Platform
| Dae-Cheol Kang, Seoungbeom Heo, Hyeounji Jang, Hyeock-Jin Lee, Minkyoung Cho and Jik-Soo Kim

|- align="center"
| 10:50 - 11:10
| Development of QoS-aware agents with reinforcement learning for autoscaling of microservices on the cloud
| Abeer Abdel Khaleq and Ilkyeun Ra

|- align="center"
| 11:10 - 11:30
| Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark
| Suyeon Lee, Yeonwoo Jeong, Minwoo Kim and Sungyong Park

|- align="center"
| 11:30 - 11:50
| colspan="3" align="center"| '''Break'''

|- align="center"
| colspan="4" align="center"| '''Session 2: Virtualization and File Systems'''

|- align="center"
| 11:50 - 12:10
| An Efficient VM Scheduling Framework for Interactive Streaming Service
| Jongbeen Han, Minwook Lee, Chanho Choi, Yongseok Son and Hyeonsang Eom

| rowspan="4"| Jik-Soo Kim

|- align="center"
| 12:10 - 12:30
| Is Data Migration Evil in the NVM File System?
| Jungwook Han, Hongsoo Byun, Hyeongjoon Kown, Sungyong Park and Youngjae Kim

|- align="center"
| 12:30 - 12:50
| Data Separation Scheme on Lustre Metadata Server based on Multi-stream SSD
| Cheongjun Lee, Jaehwan Lee, Chungyong Kim, Jiwoo Bang, Eun-Kyu Byun and Hyeonsang Eom

|- align="center"
| 12:50 - 13:10
| Implementing CUDA Unified Memory in the PyTorch Framework
| Jake Choi, Heon Young Yeom and Yoonhee Kim

|- align="center"
| 13:10 - 13:20
| colspan="3" align="center"| '''Closing Remarks'''
|}

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AMGCC21 Program