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Main Program (The Joint Workshop of ASBD and EDCS)
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Sunday, Jun 19
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AM
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09:30
~ 10:30
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Invited
Talk (TBD)
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10:30
~ 10:45
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Break
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Session
1 - New System Design Approaches (Session Chair: TBD)
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10:45
~ 11:15
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Grail Quest: A New Proposal
for Hardware-assisted Garbage Collection
Martin Maas, Krste Asanovic,
John Kubiatowicz
University of California, Berkeley
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11:15
~ 11:45
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A Machine
Learning-based Approach to Live Migration Modeling
Changyeon
Jo, Changmin Ahn, and Bernhard Egger
Seoul National University
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Lunch
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PM
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Session
2 - Towards a Better Platform (Session Chair: Chao Li)
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13:00
~ 13:30
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An
Evaluation of Contemporary Heterogeneous Computing Platforms for Data
Intensive Applications
Vincent
T. Lee, Carlo C. Del Mundo, Eddie Yan, Armin Alaghi, Mark Oskin and Luis Ceze
University of Washington
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13:30
~ 14:00
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OpenStack
and Docker Comparison for Scientific Workflow w.r.t. Execution and Energy
Amol
Jaikar, Sangwook Bae, Heejune Han, Byungyun Kong, Syed Asif Raza Shah and
Seo-Young Noh
Korea Institute of Science and Technology
Information and Korea
University of Science and Technology
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14:00
~ 14:15
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Break
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Session
3 - Big Data and Storage
(Session Chair: TBD)
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14:15
~ 14:45
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ApproxSSD: Fast Data
Sampling on SSD Arrays
Jian Zhou, Xunchao Chen, Jun
Wang,
University of Central Florida
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14:45
~ 15:15
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A Study for Block-level I/O
Trace Reconstruction on All-Flash Arrays
Miryeong Kwon, Jie Zhang,
Gyuyoung Park and Myoungsoo Jung ,
Yonsei University
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15:15
~ 15:30
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Concluding Remark
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Call for papers
The term "Big Data" refers to the continuing massive expansion in the data volume and diversity as well as the speed and complexity of data processing. The use of big data underpins critical activities in all sectors of our society. Achieving the full transformative potential of big data in this increasingly digital world requires both new data analysis algorithms and a new class of systems to handle the dramatic data growth, the demand to integrate structured and unstructured data analytics, and the increasing computing needs of massive-scale analytics.
We are pleased to request papers for presentation at the upcoming Fifth Workshop on Architectures and Systems for Big Data (ASBD 2016) held in conjunction with ISCA-43. The workshop will provide a forum to exchange research ideas related to all critical aspects of emerging analytics systems for big data, including architectural support, benchmarks and metrics, data management software, operating systems, and emerging challenges and opportunities. We hope to attract a group of interdisciplinary researchers from academia, industry and government research labs. To encourage discussion between participants, the workshop will include significant time for interactions between the presenters and the audience. We also plan to have a keynote speaker and/or panel session.
Topics of interest include but are not limited to:
- Processor, memory and system architectures for data analytics
- Benchmarks, metrics and workload characterization for big data
- Accelerators for analytics and data-intensive computing
- Implications of data analytics to mobile and embedded systems
- Energy efficiency and energy-efficient designs for analytics
- Availability, fault tolerance and data recovery in big data environments
- Scalable system and network designs for high concurrency/bandwidth streaming
- Data management and analytics for vast amounts of unstructured data
- Evaluation tools, methodologies and workload synthesis
- OS, distributed systems and system management support for large-scale analytics
- Debugging and performance analysis tools for analytics and big data
- Programming systems and language support for deep analytics
- MapReduce and other processing paradigms for analytics
We encourage researchers from all institutions to submit their work for review. Preliminary results of interesting ideas and work-in-progress are welcome. Submissions that are likely to generate vigorous discussion will be favored!
Submission format: All papers should be submitted in PDF format,
using 10 point or larger font for text (8 points or larger for figures and
tables), total length not to exceed 6 pages.
Paper Submission : https://easychair.org/conferences/?conf=asbd2016
Committees
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Workshop Co-Organizers:
Lixin Zhang, ICT/CAS China
Yungang Bao, ICT/CAS China
Program Co-Chairs:
John Kim, KAIST South Korea
Xiufeng Sui, ICT/CAS China
Program Committee:
Zhibin Yu, SIAT/CAS China
Haibo Chen, Shanghai Jiao Tong University
Jing Wang, Capital Normal University
Xin Fu, University of Houston
Sally A. McKee, Chalmers University of Technology
Rajeev Balasubramonian, University of Utah
Boris Grot, University of Edinburgh
Myungsoo Jung, Yonsei University
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Steering Committee:
Jian Li, Huawei
Jichuan Chang, Google
Evan Speight, IBM Research
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Important Dates
Submissions deadline: April 22, 11:59:59PM PST, 2016
Author notification: May 06, 2016
Submissions deadline: May 06, 11:59:59PM PST, 2016
Author notification: May 26, 2016
Prior Workshops:
ASBD 2015
ASBD 2014
ASBD 2013
ASBD 2012
ASBD 2011
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