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JSS
2010
89views more  JSS 2010»
13 years 16 days ago
Verification and validation of declarative model-to-model transformations through invariants
In this paper we propose a method to derive OCL invariants from declarative model-to-model transformations in order to enable their verification and analysis. For this purpose we ...
Jordi Cabot, Robert Clarisó, Esther Guerra,...
ICDE
2011
IEEE
258views Database» more  ICDE 2011»
12 years 9 months ago
SystemML: Declarative machine learning on MapReduce
Abstract—MapReduce is emerging as a generic parallel programming paradigm for large clusters of machines. This trend combined with the growing need to run machine learning (ML) a...
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D....
SIGMOD
2011
ACM
177views Database» more  SIGMOD 2011»
12 years 8 months ago
NetTrails: a declarative platform for maintaining and querying provenance in distributed systems
We demonstrate NetTrails, a declarative platform for maintaining and interactively querying network provenance in a distributed system. Network provenance describes the history an...
Wenchao Zhou, Qiong Fei, Shengzhi Sun, Tao Tao, An...
ICDE
2011
IEEE
281views Database» more  ICDE 2011»
12 years 9 months ago
Declarative analysis of noisy information networks
—There is a growing interest in methods for analyzing data describing networks of all types, including information, biological, physical, and social networks. Typically the data ...
Walaa Eldin Moustafa, Galileo Namata, Amol Deshpan...
SAC
2009
ACM
14 years 17 days ago
Variable handling in time-based XML declarative languages
This paper focuses on time-based declarative languages. The use of declarative languages has the advantage of their simplicity and gh-level abstraction, usually requiring few or n...
Luiz Fernando Gomes Soares, Rogério Ferreir...