Difference between revisions of "AMGCC21 Program"

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* '''Is Data Migration Evil in the File System?''' <br> Jungwook Han  (Sogang Univeristy), Hongsoo Byun  (Sogang Univeristy), Hyeongjoon Kown  (Sogang Univeristy), Sungyong Park  (Sogang Univeristy) and Youngjae Kim  (Sogang Univeristy)
 
* '''Is Data Migration Evil in the File System?''' <br> 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''' <br> Abeer Abdel Khaleq (University of Colorado - Denver) and Ilkyeun Ra (University of Colorado - Denver)
 
* '''Development of QoS-aware agents with reinforcement learning for autoscaling of microservices on the cloud''' <br> Abeer Abdel Khaleq (University of Colorado - Denver) and Ilkyeun Ra (University of Colorado - Denver)
−
* 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), '''Data Separation Scheme on Lustre Metadata Server based on Multi-stream SSD'''
+
* '''Data Separation Scheme on Lustre Metadata Server based on Multi-stream SSD''' <br> 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)
−
* Suyeon Lee (Sogang Univeristy), Yeonwoo Jeong (Sogang Univeristy), Minwoo Kim (Sogang Univeristy) and Sungyong Park (Sogang Univeristy), '''Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark'''
+
* '''Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark''' <br> Suyeon Lee (Sogang Univeristy), Yeonwoo Jeong (Sogang Univeristy), Minwoo Kim (Sogang Univeristy) and Sungyong Park (Sogang Univeristy)
−
* 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), '''MeLoN: Distributed Deep Learning meets the Big Data Platform'''
+
* '''MeLoN: Distributed Deep Learning meets the Big Data Platform'''<br> 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)
−
* Jake Choi (Seoul National University), Heon Young Yeom (Seoul National University) and Yoonhee Kim (Sookmyung Woman's University), '''Implementing CUDA Unified Memory in the PyTorch Framework'''
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* '''Implementing CUDA Unified Memory in the PyTorch Framework''' <br> Jake Choi (Seoul National University), Heon Young Yeom (Seoul National University) and Yoonhee Kim (Sookmyung Woman's University)
  
 
== Workshop Program | [[AMGCC21|Workshop Main Page]]==
 
== Workshop Program | [[AMGCC21|Workshop Main Page]]==
  
−
* TBD
+
* '''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'''
 +
|}

Latest revision as of 08:29, 27 September 2021

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 - 13:20 PM (EST)

This workshop features oral presentations of 8 full papers.

Time (EST) Title Authors Session Chair
10:00 - 10:10 Welcome Remarks by AMGCC workshop organizers
Session 1: Big Data in Cloud
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 Awais Khan
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
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
11:10 - 11:30 Q-Spark: QoS Aware Micro-batch Stream Processing System Using Spark Suyeon Lee, Yeonwoo Jeong, Minwoo Kim and Sungyong Park
11:30 - 11:50 Break
Session 2: Virtualization and File Systems
11:50 - 12:10 An Efficient VM Scheduling Framework for Interactive Streaming Service Jongbeen Han, Minwook Lee, Chanho Choi, Yongseok Son and Hyeonsang Eom Jik-Soo Kim
12:10 - 12:30 Is Data Migration Evil in the NVM File System? Jungwook Han, Hongsoo Byun, Hyeongjoon Kown, Sungyong Park and Youngjae Kim
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
12:50 - 13:10 Implementing CUDA Unified Memory in the PyTorch Framework Jake Choi, Heon Young Yeom and Yoonhee Kim
13:10 - 13:20 Closing Remarks
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