Scope
MapReduce is a programming model, introduced by Google in 2004, to simplify distributed processing of large datasets on clusters of commodity computers. Currently, there exist several open-source implementations including Hadoop. MapReduce became the model of choice for many web enterprises, very often being the enabler for cloud services. Recently, it also gained significant attention in scientific community for parallel data analysis e.g. Rhipe.
The purpose of the workshop is to discuss both theoretical and practical advances in MapReduce (or similar systems), identify open issues, present new related tools and report on scientific or industrial applications.
Topics
We are glad to invite contributions including, but not limited to:
Implementation architecture of MapReduce programming model
Improvements and extensions
Optimizations e.g multi-core, GPU
Fault-tolerance
Security
Job scheduling
Environments and tools
Real-time extensions and applications
Data collection
Data- and Compute-intensive problems
MapReduce as a support for mobile services
Algorithms based on MapReduce paradigm
Applications and lessons learned
Scientific and industrial data analysis (including higher level languages based on MapReduce)
Cloud computing implementation and applications of MapReduce (e.g. on AWS)
Paper Submission
Authors are invited to submit full papers of two types:
- research papers at most 8 pages,
- application papers at most 6 pages,
including figures, tables and references using the IEEE format for conference proceedings.Submitted papers must be original work that has not appeared in and is not under consideration for another conference or a journal. Please indicate the type of paper by including "RESEARCH" or "APPLICATION" as a first word of the abstract.
Please submit your paper to the MAPRED'2010 submission server (http://www.easychair.org/conferences/?conf=mapred2010) via an EasyChair account.
Accepted papers will appear in the main conference proceedings. The conference and workshop proceedings will be published by IEEE (pending). After the conference, extended and revised versions of distinguished papers will be invited for possible publication in a special issue of the Journals:
Important Dates
| Submission deadline |
Aug 25th , 2010 Sept. 10th, 2010 |
| Author notification |
Sept. 15th, 2010 Sept. 20th, 2010 |
| Camera-ready manuscript |
Oct. 1st, 2010 |
| Author registration |
Oct. 1st, 2010 |
Contact: mapred2010@easychair.org
WORKSHOP/PROGRAM CHAIRS
Milind A Bhandarkar, Yahoo, USA
Tomasz Wiktor Wlodarczyk, University of Stavanger, Norway
TECHNICAL CHAIRS
Rui Maximo Esteves, University of Stavanger, Norway
PROGRAM COMMITTEE
Abdulrahman Azab, University of Stavanger, Norway
Aleksandar Bradic, Vast.com, USA
Alexandre de Assis Bento Lima, Universidade Federal do Rio de Janeiro, Brazil
Amund Tveit, Atbrox, Norway
Chris K Wensel, Concurrent, USA
Colin Evans, Metaweb Technologies, USA
Eddy Caron, ENS de Lyon, France
Gabriel Antoniu, INRIA, France
Gilles Fedak, INRIA, France
Hidemoto Nakada, National Institute of Advanced Industrial Science and
Technology, Japan
Oleg Lodygensky, Universite Paris Sud 11, France
Rui Maximo, University of Stavanger, Norway
Scott Preece, Yahoo, USA
Teresa Wingfield, Datameer, USA
Vadim Zaliva, Tristero Consulting, USA
Xuanhua Shi, Huazhong University of Science and Technology, China
Zheng Shao, Facebook, USA
Mark Davis, Kitenga, USA
Ben "Shevek" Mankin, Karmasphere, USA
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