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CGO
2010
IEEE
15 years 4 months ago
Exploiting statistical correlations for proactive prediction of program behaviors
This paper presents a finding and a technique on program behavior prediction. The finding is that surprisingly strong statistical correlations exist among the behaviors of diffe...
Yunlian Jiang, Eddy Z. Zhang, Kai Tian, Feng Mao, ...
ACSAC
2008
IEEE
15 years 4 months ago
Execution Trace-Driven Automated Attack Signature Generation
In its most general form, an attack signature is a program that can correctly determine if an input network packet sequence can successfully attack a protected network application...
Susanta Nanda, Tzi-cker Chiueh
DBPL
2003
Springer
105views Database» more  DBPL 2003»
15 years 3 months ago
Integrating Database and Programming Language Constraints
Abstract. We examine the maintenance of data consistency in the presence of application-database interactions. Currently, a programmer must insert explicit checks to ensure that da...
Oded Shmueli, Mukund Raghavachari, Vivek Sarkar, R...
HEURISTICS
2008
92views more  HEURISTICS 2008»
14 years 10 months ago
Learning heuristics for basic block instruction scheduling
Instruction scheduling is an important step for improving the performance of object code produced by a compiler. A fundamental problem that arises in instruction scheduling is to ...
Abid M. Malik, Tyrel Russell, Michael Chase, Peter...
IJPP
2011
115views more  IJPP 2011»
14 years 1 months ago
Milepost GCC: Machine Learning Enabled Self-tuning Compiler
Tuning compiler optimizations for rapidly evolving hardware makes porting and extending an optimizing compiler for each new platform extremely challenging. Iterative optimization i...
Grigori Fursin, Yuriy Kashnikov, Abdul Wahid Memon...