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EMSOFT
2009
Springer
15 years 11 months ago
Probabilistic modeling of data cache behavior
In this paper, we propose a formal analysis approach to estimate the expected (average) data cache access time of an application across all possible program inputs. Towards this g...
Vinayak Puranik, Tulika Mitra, Y. N. Srikant
JMLR
2012
13 years 7 months ago
Marginal Regression For Multitask Learning
Variable selection is an important and practical problem that arises in analysis of many high-dimensional datasets. Convex optimization procedures that arise from relaxing the NP-...
Mladen Kolar, Han Liu
SAS
1999
Springer
15 years 9 months ago
Eliminating Dead Code on Recursive Data
This paper describes a powerful method for dead code analysis and elimination in the presence of recursive data constructions. We describe partially dead recursive data using live...
Yanhong A. Liu, Scott D. Stoller
SIGADA
1998
Springer
15 years 9 months ago
Looking into Safety with the Safety and Security Rapporteur Group
The requirements of High Integrity safety-critical, secure and mission-critical Software force developers to use specialised development techniques. Often the choice of computer l...
Stephen Michell, Mark Saaltink, Brian A. Wichmann
ECOOP
2004
Springer
15 years 10 months ago
Pointer Analysis in the Presence of Dynamic Class Loading
Many compiler optimizations and software engineering tools need precise pointer analyses to be effective. Unfortunately, many Java features, such as dynamic class loading, refle...
Martin Hirzel, Amer Diwan, Michael Hind