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On data dependencies in dataspaces

2011 IEEE 27th International Conference on Data Engineering, 2011
To study data dependencies over heterogeneous data in dataspaces, we define a general dependency form, namely comparable dependencies (CDs), which specifies constraints on comparable attributes. It covers the semantics of a broad class of dependencies in databases, including functional dependencies (FDs), metric functional dependencies (MFDs), and ...
Shaoxu Song, Lei Chen 0002, Philip S. Yu
openaire   +1 more source

Automating data dependability

Proceedings of the 10th workshop on ACM SIGOPS European workshop: beyond the PC - EW10, 2002
If you can't make your data dependable, then you can't make your computing dependable, either. The good news is that the list of data protection techniques is long, and growing. The bad news is that the choices they offer are getting more complicated: how many copies of data to keep? whether to use full or partial redundancy?
Kimberly Keeton, John Wilkes
openaire   +1 more source

Conversion of control dependence to data dependence

Proceedings of the 10th ACM SIGACT-SIGPLAN symposium on Principles of programming languages - POPL '83, 1983
Program analysis methods, especially those which support automatic vectorization, are based on the concept of interstatement dependence where a dependence holds between two statements when one of the statements computes values needed by the other. Powerful program transformation systems that convert sequential programs to a form more suitable for ...
John R. Allen   +3 more
openaire   +1 more source

Fragmentation in Presence of Data Dependencies

IEEE Transactions on Dependable and Secure Computing, 2014
Fragmentation has been recently proposed as a promising approach to protect the confidentiality of sensitive associations whenever data need to undergo external release or storage. By splitting attributes among different fragments, fragmentation guarantees confidentiality of the associations among these attributes under the assumption that such ...
Sabrina De Capitani di Vimercati   +5 more
openaire   +3 more sources

A Proof Procedure for Data Dependencies

Journal of the ACM, 1984
A class of dependencies, tuple and equality generating dependencies, is defined, and the chase process is generalized to deal with these dependencies. For total dependencies the chase is an exponential time decision procedure for the implication problem, and in some restricted cases it can be modified to run in polynomial time.
Catriel Beeri, Moshe Y. Vardi
openaire   +1 more source

Fuzzy data dependencies and implication of fuzzy data dependencies

Fuzzy Sets and Systems, 1997
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Dependent Data

Analysis of Variance, Design, and Regression, 2018
Summary: We consider the partial least squares algorithm for dependent data and study the consequences of ignoring the dependence both theoretically and numerically. Ignoring nonstationary dependence struc-tures can lead to inconsistent estimation, but a
R. Christensen
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Generating inter-dependent data streams for recommender systems

Simulation modelling practice and theory, 2018
Recommender systems are essential tools in modern e-commerce, streaming services, search engines, social networks and many other areas including the scientific community.
Martin Jakomin, Tomaž Curk, Z. Bosnić
semanticscholar   +1 more source

Contexts and Data Dependencies: A Synthesis

IEEE Transactions on Pattern Analysis and Machine Intelligence, 1983
Two data-organization devices that have come out of AI re-search are data pools (``contexts'') and data dependencies. The latter are more flexible than the former, and have supplanted them. Data pools offer certain advantages of efficiency, however, so it is worth trying to make the two mechanisms compatible.
openaire   +2 more sources

Effects of pointers on data dependences

Proceedings 9th International Workshop on Program Comprehension. IWPC 2001, 2002
This paper presents a technique for computing and classifying data dependences that takes into account the complexities introduced by specific language constructs, such as pointers, arrays and structures. The classification is finer-grained than previously proposed classifications.
Orso, Alessandro   +2 more
openaire   +1 more source

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