The first International Workshop on Parallel Data Mining
Views: 756
When : 2017-07-17
Where : Genoa, Italy
Submission Deadline : 2017-03-20
Categories : Data Mining , Architecture
The first International Workshop on Parallel Data Mining(WPDM 2017)
July 17-21, 2017
Genoa, Italy
Call for Papers:
Data mining techniques and algorithms to process huge amount of data in order to extract useful and interesting information have become popular in many different contexts. Algorithms are required to make sense of data automatically and in efficient ways. Nonetheless, even though sequential computer systems performance is improving, they are not suitable to keep up with the increase in the demand for data mining applications and the data size. Moreover, the main memory of sequential systems may not be enough to hold all the data related to current applications.
Topics:
- Benchmarking and performance studies of high-performance data mining applications
- Caching, streaming, pipelining, and other optimisation techniques for data management in high-performance computing for data mining
- Exploiting modern parallel architectures including FPGA for parallel data mining applications
- Map-reduce based parallel data mining algorithms
- Middleware for high-performance data mining on grid and cloud environments
- Novel programming paradigms to support high-performance computing for data mining
- Parallel data mining algorithms targeting GPUs and many-cores accelerators
- Performance models for high-performance data mining applications and middleware
- Programming models, tools, and environments for high-performance computing in data mining
- Scalable hybrid MPI + OpenMP parallel data mining algorithms
- Scalable message-passing parallel data mining algorithms using MPI
- Scalable shared-memory parallel data mining algorithms using OpenMP
Important Dates:
- Paper Submission: March 20, 2017
- Author Notification: April 10, 2017
- Final Version Due : May 03, 2017
User Name : Claude
Posted 17-02-2017 on 14:44:03 AEDT
Related CFPs
CSEN 2026 13th International Conference on Computer Science and Engineering (CSEN 2026)IJWMN International Journal of Wireless & Mobile Networks
SPNLP 2026 4th International Conference on Speech and NLP (SPNLP 2026)