posted by user: MO || 953 views || tracked by 4 users: [display]

BDSEA 2017 : Big Data Systems on Emerging Architectures

FacebookTwitterLinkedInGoogle

 
When Apr 1, 2017 - Apr 1, 2017
Where Singapore
Submission Deadline TBD
Categories    architecture system   database   cloud computing   BIGDATA
 

Call For Papers

https://www.computer.org/cms/Computer.org/transactions/cfps/cfp_tbdsi_bdsea.pdf

Important dates:
Oct 31, 2016 Deadline for submission of papers
Jan 15, 2017 First decisions to authors
Feb 15, 2017 Revisions due (if needed)
March 15 , 2017 Notification of final acceptance
April 2017 Publication materials due


CALL FOR PAPERS
Big Data Systems on Emerging Architectures
Special Issue for IEEE Transactions on Big Data

The continued evolution of computing hardware and infrastructure imposes new challenges and bottlenecks to big data management. Over the last few years there has been a renewed interest in the area of (big) data systems on emerging hardware. The opportunities and challenges from emerging computing systems have been raised different scales, from a single machine to thousands of machines. The need for effectively utilizing computing resources creates new technologies and research directions: from conventional ones (e.g., cluster computing, in-memory computing), to more recent ones (e.g., GPGPU, many-core processors, and NVRAM). In addition to performance, many other system features are important for big data applications, like energy consumption and total ownership costs. For a specific application domain such as graph processing and deep learning, the design and development of novel systems on emerging hardware will create the insight into new solution approaches of the application domain and even further. Thus, there is a need to fundamentally address all the above-mentioned issues in big data systems. IEEE Transaction on Big Data (TBD) seeks original manuscripts for a Special Issue on the theme - Big Data Systems on Emerging Architectures scheduled to appear in an issue of 2017.

Topics of interest include but are not limited to:
• System optimization for novel hierarchical memory systems
• Hardware systems and hardware-software co-design
• Novel usage of co-processors in data-intensive applications (graph processing and deep learning etc.)
• Novel applications of new storage technologies (flash, PCM, NVRAM etc.) to data management
• New architectures for low-power computing and embedded devices
• New data systems and applications on parallel architectures (multi-/many-core processors, FPGA etc)
• Algorithms, and data structures on modern hardware
• Databases and transactional memory systems
• Compiler and operating systems advances for data-intensive computing
• New benchmarks and experimental evaluations on modern hardware
• Data system designs and implementations on new-generation network interconnects
• New systems architecture (Automata processors, OpenPower etc.)
• Heterogeneous hardware in storage, processing and networks
• Main memory data processing
• Sustainable power management
• New industry and technology trends and their potential impact
• Resource management in heterogeneous systems including allocation and scheduling
• Scalable and reconfigurable challenges

Original articles must be submitted via IEEE TBD Manuscript Central at https://mc.manuscriptcentral.com/tbd-cs. Submitted articles must not have been previously published or currently submitted for journal publication elsewhere. Authors must adhere to IEEE TBD submission guidelines (http://www.computer.org/web/tbd/author). For more information, please contact the Guest Editor at he.bingsheng(at)gmail(dot)com.

Important dates:
Oct 15, 2016 Deadline for submission of papers
Jan 15, 2017 First decisions to authors
Feb 15, 2017 Revisions due (if needed)
March 15 , 2017 Notification of final acceptance
April 2017 Publication materials due

Guest Editors:
1) Prof. Bingsheng He
School of Computing
National University of Singapore
2) Prof. Yunji Chen
Institute of Computing Technology
Chinese Academy of Sciences
3) Dr. Jingren Zhou
Vice President,
Alibaba Group, USA

Related Resources

ADAH 2017   Advanced Data Analytics in Health
ICCBDC - ACM 2017   International Conference on Cloud and Big Data Computing (ICCBDC 2017)--Ei Compendex and Scopus
IEEE TETC SI 2017   IEEE Transactions on Emerging Topics in Computing, Special Issue on Scholarly Big Data
IEEE - ICCC 2017   3rd IEEE International Conference on Computer and Communications
icABCD 2018   International Conference on Advances in Big Data, Computing and Data Communication Systems
CGDEIJ 2017   Computer Game Development and Education: An International Journal
SI Wiley SPE 2018   Call for Papers for Special Issue on Integration of Cloud, IoT and Big Data Analytics
ICCT-IEEE 2017   17th IEEE International Conference on Communication Technology(ICCT 2017)
CIP in RS&OSN 2018   Computational Intelligence Paradigms in Recommender Systems and Online Social Networks
UCC 2017   IEEE/ACM International Conference on Utility and Cloud Computing