posted by system || 4434 views || tracked by 7 users: [display]

KDCloud 2013 : The 2nd International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms

FacebookTwitterLinkedInGoogle

Link: http://www.ornl.gov/sci/knowledgediscovery/CloudComputing/KDCloud-13
 
When Nov 8, 2013 - Nov 8, 2013
Where Dallas, Texas, USA
Submission Deadline Aug 3, 2013
Categories    cloud computing   knowledge discovery   data mining
 

Call For Papers

The 4th International Workshop on Knowledge Discovery Using Cloud and Distributed Computing Platforms (KDCloud, 2013) provides an international platform to share and discuss recent research results in adopting cloud and distributed computing resources for data mining and knowledge discovery tasks.

Synopsis: Processing large datasets using dedicated supercomputers alone is not an economical solution. Recent trends show that distributed computing is becoming a more practical and economical solution for many organizations. Cloud computing, which is a large-scale distributed computing, has attracted significant attention of both industry and academia in recent years. Cloud computing is fast becoming a cheaper alternative to costly centralized systems. Many recent studies have shown the utility of cloud computing in data mining, machine learning and knowledge discovery. This workshop intends to bring together researchers, developers, and practitioners from academia, government, and industry to discuss new and emerging trends in cloud computing technologies, programming models, and software services and outline the data mining and knowledge discovery approaches that can efficiently exploit this modern computing infrastructures. This workshop also seeks to identify the greatest challenges in embracing cloud computing infrastructure for scaling algorithms to petabyte sized datasets. Thus, we invite all researchers, developers, and users to participate in this event and share, contribute, and discuss the emerging challenges in developing data mining and knowledge discovery solutions and frameworks around cloud and distributed computing platforms.

Topics: The major topics of interest to the workshop include but are not limited to:
•Programing models and tools needed for data mining, machine learning, and knowledge discovery
•Scalability and complexity issues
•Security and privacy issues relevant to KD community
•Best use cases: are there a class of algorithms that best suit to cloud and distributed computing platforms
•Performance studies comparing clouds, grids, and clusters
•Performance studies comparing various distributed file systems for data intensive applications
•Customizations and extensions of existing software infrastructures such as Hadoop for streaming, spatial, and spatiotemporal data mining
•Applications: Earth science, climate, energy, business, text, web and performance logs, medical, biology, image and video.

Proceedings: Accepted papers will be included in a ICDM Workshop Proceedings volume, to be published by IEEE Computer Society Press, which will also be included in the IEEE Digital Library.

Paper Submission: This is an open call-for-papers. We invite both full papers (max 8 pages) describing mature work and short papers (max 6 pages) describing work-in-progress or case studies. Only original and high-quality papers conforming to the ICDM 2013 standard guidelines will be considered for this workshop.

Related Resources

PCDS 2024   The 1st International Symposium on Parallel Computing and Distributed Systems
ECAI 2024   27th European Conference on Artificial Intelligence
DMKD 2024   2024 International Conference on Data Mining and Knowledge Discovery(DMKD 2024)
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
ICBICC 2024   2024 International Conference on Big Data, IoT, and Cloud Computing (ICBICC 2024)
CTISC 2024   2024 6th International Conference on Advances in Computer Technology, Information Science and Communications (CTISC 2024) -EI Compendex
AIKE 2024   7th IEEE International Conference on Artificial Intelligence and Knowledge Engineering
AIM@EPIA 2024   Artificial Intelligence in Medicine
ADMIT 2024   2024 3rd International Conference on Algorithms, Data Mining, and Information Technology (ADMIT 2024)
CVIV 2024   2024 6th International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2024) -EI Compendex