Difference between revisions of "AMGCC21 Program"

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(Accepted Papers | Workshop Main Page)
(Workshop Program | Workshop Main Page)
 
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== Accepted Papers | [[AMGCC21|Workshop Main Page]]==
 
== Accepted Papers | [[AMGCC21|Workshop Main Page]]==
  
* '''Towards Scalable Manycore-aware Persistent B+-Tree for Efficient Indexing in Cloud Environment'''
+
* '''Towards Scalable Manycore-aware Persistent B+-Tree for Efficient Indexing in Cloud Environment''' <br> Safdar Jamil (Sogang Univeristy), Awais Khan (Sogang Univeristy), Burgstaller Bernd (Yeonsei Univeristy) and Youngjae Kim (Sogang Univeristy)  
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''' <br> 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)
* 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), '''An Efficient VM Scheduling Framework for Interactive Streaming Service'''
+
* '''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)
* 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?'''
+
* '''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)
* 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'''
+
* '''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)
* 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'''
+
* '''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)
* 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'''
+
* '''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)
* 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'''
+
* '''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)
* 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'''
+
  
 
== 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