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» Data Wrangling for Big Data: Challenges and Opportunities
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HICSS
2009
IEEE
122views Biometrics» more  HICSS 2009»
15 years 6 months ago
GrayWulf: Scalable Software Architecture for Data Intensive Computing
Big data presents new challenges to both cluster infrastructure software and parallel application design. We present a set of software services and design principles for data inte...
Yogesh Simmhan, Roger S. Barga, Catharine van Inge...
PASTE
2010
ACM
15 years 4 months ago
Opportunities for concurrent dynamic analysis with explicit inter-core communication
Multicore is now the dominant processor trend, and the number of cores is rapidly increasing. The paradigm shift to multicore forces the redesign of the software stack, which incl...
Jungwoo Ha, Stephen P. Crago
JMLR
2010
165views more  JMLR 2010»
14 years 6 months ago
Feature Selection: An Ever Evolving Frontier in Data Mining
The rapid advance of computer technologies in data processing, collection, and storage has provided unparalleled opportunities to expand capabilities in production, services, comm...
Huan Liu, Hiroshi Motoda, Rudy Setiono, Zheng Zhao
APWEB
2010
Springer
15 years 4 months ago
Structured Data on the Web
The World Wide Web is witnessing an increase in the amount of structured content – vast heterogeneous collections of structured data are on the rise due to the Deep Web, annotat...
Alon Y. Halevy
CIDR
2011
274views Algorithms» more  CIDR 2011»
14 years 3 months ago
Cloud Resource Orchestration: A Data-Centric Approach
Cloud computing provides users near instant access to seemingly unlimited resources, and provides service providers the opportunity to deploy complex information technology infras...
Yun Mao, Changbin Liu, Jacobus E. van der Merwe, M...