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» Representing and Executing Agent-Based Systems
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93
Voted
ASPLOS
2010
ACM
15 years 5 months ago
Accelerating the local outlier factor algorithm on a GPU for intrusion detection systems
The Local Outlier Factor (LOF) is a very powerful anomaly detection method available in machine learning and classification. The algorithm defines the notion of local outlier in...
Malak Alshawabkeh, Byunghyun Jang, David R. Kaeli
103
Voted
IJCAI
2001
15 years 8 days ago
Planning with Resources and Concurrency: A Forward Chaining Approach
Recently tremendous advances have been made in the performance of AI planning systems. However increased performance is only one of the prerequisites for bringing planning into th...
Fahiem Bacchus, Michael Ady
86
Voted
SIGMOD
1996
ACM
133views Database» more  SIGMOD 1996»
15 years 3 months ago
Multi-dimensional Resource Scheduling for Parallel Queries
Scheduling query execution plans is an important component of query optimization in parallel database systems. The problem is particularly complex in a shared-nothing execution en...
Minos N. Garofalakis, Yannis E. Ioannidis
SIGMOD
2012
ACM
288views Database» more  SIGMOD 2012»
13 years 1 months ago
Exploiting MapReduce-based similarity joins
Cloud enabled systems have become a crucial component to efficiently process and analyze massive amounts of data. One of the key data processing and analysis operations is the Sim...
Yasin N. Silva, Jason M. Reed
121
Voted
SRDS
1998
IEEE
15 years 3 months ago
A Data Allocation Algorithm for Distributed Hypermedia Documents
A major cost in executing queries in a distributed database system is the data transfer cost incurred in transferring relations (fragments) accessed by a query from different site...
Siu-Kai So, Ishfaq Ahmad, Kamalakar Karlapalem