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» Large Scale Data Mining: Challenges and Responses
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KDD
2007
ACM
191views Data Mining» more  KDD 2007»
16 years 6 months ago
Cost-effective outbreak detection in networks
Given a water distribution network, where should we place sensors to quickly detect contaminants? Or, which blogs should we read to avoid missing important stories? These seemingl...
Andreas Krause, Carlos Guestrin, Christos Faloutso...
MINENET
2005
ACM
15 years 11 months ago
Experiences with a continuous network tracing infrastructure
One of the most pressing problems in network research is the lack of long-term trace data from ISPs. The Internet carries an enormous volume and variety of data; mining this data ...
Alefiya Hussain, Genevieve Bartlett, Yuri Pryadkin...
ICDE
2010
IEEE
227views Database» more  ICDE 2010»
16 years 28 days ago
Incorporating partitioning and parallel plans into the SCOPE optimizer
— Massive data analysis on large clusters presents new opportunities and challenges for query optimization. Data partitioning is crucial to performance in this environment. Howev...
Jingren Zhou, Per-Åke Larson, Ronnie Chaiken
ACCV
2009
Springer
15 years 10 months ago
Semantic Classification in Aerial Imagery by Integrating Appearance and Height Information
Abstract. In this paper we present an efficient technique to obtain accurate semantic classification on the pixel level capable of integrating various modalities, such as color, ed...
Stefan Kluckner, Thomas Mauthner, Peter M. Roth, H...
NETWORKING
2007
15 years 7 months ago
Accelerated Packet Placement Architecture for Parallel Shared Memory Routers
Abstract. Parallel shared memory (PSM) routers represent an architectural approach for addressing the high memory bandwidth requirements dictated by output-queued switches. A funda...
Brad Matthews, Itamar Elhanany, Vahid Tabatabaee