IDMWM 2012 - International Workshop on High Performance and Energy-Aware Solutions for Data Mining and Wireless/Mobile Applications (IDMWM 2011)

Aims and Scope
This workshop hopes to provide a forum for presenting the latest research and debating directions, challenges, and novel ideas about building high
performance or energy efficient computing systems for data mining and Wireless/Mobile applications. This problem can be addressed at one or more
platform layers such as software, language and compiler design, computer architecture, hardware, embedded systems, and networking. Researchers
coming to these issues from these different fields will gain the opportunity to interact and learn from one another.
Areas of Interest - Relevant topics include (but are not limited to):
I. Energy Aware Solutions for Data Mining and Wireless/Mobile Applications
? Multi-layer energy optimizations and awareness across layers: Application, Compiler, Operating Systems, Architecture, Hardware.
? Energy profiling and accounting
? Energy Benchmarking and Assessment
? Energy reduction in communications over sensor networks
? Energy and thermal-aware techniques for scheduling, memory management, and quality of service
? Low energy displays
? Measurement and modeling
II. High Performance Solutions for Data Mining and Wireless/Mobile Applications
? Multi-layer performance optimizations across layers: Application, Compiler, Operating Systems, Architecture, Hardware.
? Performance profiling and accounting
? High Performance Computing Benchmarking and Assessment
? High Performance Interconnection Networks
? High Performance Computing Software Monitoring and Measurement
? High Performance Computing for Mobile and Wireless Applications
? Multi-Core Architectures and Support
? Dynamic frequency and voltage scaling
? Measurement and modeling
III. New applications for Data Mining and Wireless/Mobile Applications
? Making sense out of sensors
? Machine to machine applications
? Context aware applications
? Personal assistant devices
? Smart devices
? Mobile data mining, opinion mining, sentiment mining
? Text mining, multimedia mining, stream data mining
? Application to multi-core, data center, and embedded systems
? Scalable and/or parallel/distributed algorithms for various mining tasks like classification, clustering, sequences, associations, trend and
deviation detection, etc.
? Frameworks for KDD systems, and parallel or distributed mining.