WPBA 2014 - INTERNATIONAL WORKSHOP ON PARALLEL AND DISTRIBUTED COMPUTING FOR BIGDATA APPLICATIONS
- 2nd deadline extension: September 01, 2014
- in conjunction with SBAC-PAD 2014, Paris, France - October 22-24, 2014
- best papers: invited to a special issue of the journal Concurrency and Computation Practice and Experience.
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Cláudio Geyer
INF-UFRGS
=== cfp WPBA 2014 ===
------------------------------------------------------------ ------------ CALL FOR PAPERS ------------------------------ ------------------------------ ------------ INTERNATIONAL WORKSHOP ON PARALLEL AND DISTRIBUTED COMPUTING FOR BIGDATA APPLICATIONS - WPBA 2014 - In conjunction with SBAC-PAD 2014, Paris, France - October 22-24, 2014 - The 2-3 best papers published at the workshop will be invited to submit an extended version for publication in a special issue of the journal Concurrency and Computation Practice and Experience. - Website: http://wpba2014.dc.ufscar.br/ ------------------------------ ------------------------------ ------------ Important Dates: Full Paper submission: September 01, 2014 Notification of acceptance: September 22, 2014 Submission of camera-ready papers: October 4, 2014 ------------------------------ ------------------------------ ------------ Scope: Nowadays, the abundance of data is changing from the way companies make business to the way governments take many decisions, from the way science is made in several knowledge areas to the way many individuals take daily decisions such as where to go or how to buy. During the last decade, tools and techniques emerged to support massive offline analysis of web scale datasets on many thousands of computers working as a single facility. However, the total amount of digital data being produced, stored, and transmitted around the world is growing exponentially. The wide diversity of data sources and formats (data variety) cannot be handled by traditional systems and techniques, raising new data management challenges. In many areas, applications need to collect data and produce answers with high frequency or low latency, e.g. to raise some alarm or take a decision within a few milliseconds. Furthermore, in scalable environments with hundreds or thousands of components, surviving to frequent failures is mandatory. Analytic processing and knowledge discovery in such scenarios demand scalable and efficient algorithms, able to handle the complexity and variety of data even under specific constraints (e.g., energy consumption, available memory, computational power, and networking capacity). Furthermore, sensor networks and the Internet-of-Things open new perspectives in terms of the amount and complexity of data to be managed. Topics of interests include, but are not limited to novel techniques, algorithms, and tools for collecting, storage, processing, mining and analysis of low latency big data in reliable and scalable computing environments: * Scalability and elasticity in big data environments * Fault-tolerance in big data environments * Security and privacy in big data environments * Reliability in big data environments * Data streams processing techniques and systems * Complex event processing * Big data applications * Energy efficiency and big data * Scientific workflows for big data * Programming models, including MapReduce, extensions, and new models * Algorithms for big data analytics and data mining * Management of big data on the cloud * Big data tools, services, and infrastructures on clouds * HPC clouds for big data * Performance analysis of big data environments and applications * Big data benchmarks * Challenges in big data storage and processing * Scheduling and resource management in big data environments * Large data stream processing systems and infrastructures * Data-intensive computing on hybrid infrastructures (e.g., clusters, clouds, grids, P2P) * Implementation and optimizations for heterogeneous architectures * Implementation and optimizations for specialized architectures * Performance evaluation and optimization All papers will be published by the IEEE Computer Society Digital Library. ** The best papers published and presented at the workshop will be invited to submit an extended version for publication in a special issue of the journal Concurrency and Computation Practice and Experience. ** ------------------------------ ------------------------------ ---- Paper submission Submissions must be in English, 6 pages maximum, following the IEEE formatting guidelines. The 6-page limit includes references. Formatting Instructions: http://www.ieee.org/ conferences_events/ conferences/publishing/ templates.html All submissions for WPBA 2014 must be done through EasyChair: https://www.easychair.org/ conferences/?conf=wpba2014. Special issue: - A briefing of the WPBA 2014 special issue will be availabe at: http://www.cc-pe.net/ journalinfo/issues/2014.html - Detailed call for papers for the WPBA2014 Special Issue is available at: http://wpba2014.dc.ufscar.br/ CCPE-Special-Issue-WPBA.pdf ------------------------------ ------------------------------ ----------------- Organizing Committee * Claudio Geyer (UFRGS, Brazil) * Hermes Senger (UFSCAR, Brazil) Program committee: * Didier Donsez, LIG France * Fabricio A.B. da Silva, FIOCRUZ Brazil * Marco Netto, IBM Research Brazil * Marta Mattoso, UFRJ Brazil * Mauricio Marin, Yahoo! Chile * Nelson Ebecken, UFRJ Brazil * Peter Pietzuch, Imperial College London UK * Gianpaolo Cugola, Politecnico di Milano * Navendu Jain, Microsoft Research * Henrique Andrade, Unscrambl USA * Bugra Gedik, Bilkent University Turkey * Xinyu Que, IBM Research T.J. Watson * Renato Figueiredo, U. Florida USA ------------------------------ ------------------------------ ---------------- Venue The workshop will be held in conjunction with 26th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2014), Paris, France. http://sbac.lip6.fr/2014/ index.php
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