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BeyondMR 2018 : The 5th Workshop on Algorithms and Systems for MapReduce and Beyond | |||||||||||||||
| Link: https://sites.google.com/site/beyondmr2018/home | |||||||||||||||
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Call For Papers | |||||||||||||||
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* Call for papers *
BEYONDMR'18 The 5th Workshop on Algorithms and Systems for MapReduce and Beyond, Jun 15, 2018. https://sites.google.com/site/beyondmr2018/ Held in conjunction with SIGMOD 2018 Houston, TX, USA, Jun 10-15, 2018 http://sigmod2018.org/ ---------------- WORKSHOP FOCUS ---------------- The BeyondMR workshop aims to explore algorithms, computational models, architectures, languages and interfaces for systems that need large-scale parallelization and systems designed to support efficient parallelization and fault tolerance. These include specialized programming and data-management systems based on MapReduce and extensions, graph processing systems, data-intensive workflow and dataflow systems. We invite submission on topics such as: * Cost models: Formal models that evaluate the efficiency of algorithms in large-scale parallel systems taking into account the different architectural properties and parameters of such systems. * Task Scheduling, Load-Balancing and Fault Tolerance: Methods and algorithms that avoid data and computational skew in large-scale parallel systems. Design of scheduling algorithms for balanced task distribution. Techniques for supporting fault-tolerance. * Algorithms and Applications: Algorithmic design for specific data processing tasks in large-scale parallel systems. These include query processing and graph processing tasks, iterative and recursive computational tasks, machine learning and general data analytics. Applications built using large-scale parallel systems. * New Parallel Architectures: Novel large-scale parallel architectures and systems that support various types of data processing tasks, such as graph processing, log processing, data analytics and machine learning. Extensions of current systems to provide additional functionality, improve performance, and support processing of more complex tasks. ---------------- IMPORTANT DATES ---------------- Papers submission deadline: Fri Feb 21, 2018 Authors notification: Sun Apr 1, 2018 Deadline for camera-ready copy: Sun Apr 15, 2018 Workshop: Fri Jun 15, 2018 ---------------- SUBMISSION GUIDELINES ---------------- We invite full research or experience papers (up to 10 pages), or short papers (up to 4 pages) describing research in progress. Papers must follow the ACM Proceedings Format, using one of the templates provided from the ACM Web site (http://www.acm.org/publications/proceedings-template) for LaTeX2e. The font size, margins, inter-column spacing, and line spacing in the templates must be kept unchanged. Submissions are handled through EasyChair via (https://easychair.org/conferences/?conf=beyondmr2018). ---------------- PUBLICATION ---------------- The workshop proceedings will be published in ACM DL and the organizers will prepare a SIGMOD Record report. --------------------------- ORGANIZERS --------------------------- - Foto Afrati National Technical University of Athens, Greece - Jan Hidders Vrije Universiteit Brussel, Belgium - Jacek Sroka University of Warsaw, Poland - Jeffrey Ullman Stanford University - Ke Yi Hong Kong University of Science and Technology, China --------------------------- Program Committee --------------------------- Ke Yi, Hong Kong University of Science and Technology Foto Afrati, National Technical University of Athens Jeffrey Ullman, Stanford University Jan Hidders, Vrije Universiteit Brussel Jacek Sroka, University of Warsaw Sourav S Bhowmick, Nanyang Technological University Paris Koutris, University of Wisconsin-Madison Frank McSherry Daniel de Oliveira, Fluminense Federal University Fabio Porto, National Laboratory of Scientific Computation Sergei Vassilvitskii, Google Semih Salihoglu, University of Waterloo Francesco Silvestri, University of Padova Yogesh Simmhan, Indian Institute of Science, Bangalore Dan Suciu, University of Washington Yufei Tao, Chinese University of Hong Kong Sebastian Michel, University of Kaiserslautern Krzysztof Rzadca, University of Warsaw Mark Santcroos, Leiden University Medical Center Eiko Yoneki, University of Cambridge Krzysztof Onak, IBM Research Asterios Katsifodimos, Delft University of Technology Dionysios Logothetis, Facebook Zhengkui Wang, Singapore Institute of Technology Todd Green, Theo Vassilakis, Microsoft Ahmed Eldawy, University of California, Riverside Qin Zhang, Indiana University, Bloomington Grigory Yaroslavtsev Indiana University, School of Informatics, Computing and Engineering Andreas Kunft Technical University of Berlin |
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