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Provenance and scientific workflows: challenges and opportunities
Provenance in the context of workflows, both for the data they derive and for their
specification, is an essential component to allow for result reproducibility, sharing, and …
specification, is an essential component to allow for result reproducibility, sharing, and …
Trustworthy data: A survey, taxonomy and future trends of secure provenance schemes
Data is a valuable asset for the success of business and organizations these days, as it is
effectively utilized for decision making, risk assessment, prioritizing the goals and …
effectively utilized for decision making, risk assessment, prioritizing the goals and …
A survey on provenance: What for? What form? What from?
Provenance refers to any information describing the production process of an end product,
which can be anything from a piece of digital data to a physical object. While this survey …
which can be anything from a piece of digital data to a physical object. While this survey …
SPLATT: Efficient and parallel sparse tensor-matrix multiplication
Multi-dimensional arrays, or tensors, are increasingly found in fields such as signal
processing and recommender systems. Real-world tensors can be enormous in size and …
processing and recommender systems. Real-world tensors can be enormous in size and …
Provenance for computational tasks: A survey
The problem of systematically capturing and managing provenance for computational tasks
has recently received significant attention because of its relevance to a wide range of …
has recently received significant attention because of its relevance to a wide range of …
[HTML][HTML] The rationale of PROV
The prov family of documents are the final output of the World Wide Web Consortium
Provenance Working Group, chartered to specify a representation of provenance to facilitate …
Provenance Working Group, chartered to specify a representation of provenance to facilitate …
Putting lipstick on pig: Enabling database-style workflow provenance
Workflow provenance typically assumes that each module is a" black-box", so that each
output depends on all inputs (coarse-grained dependencies). Furthermore, it does not …
output depends on all inputs (coarse-grained dependencies). Furthermore, it does not …
Towards a data‐driven IoT software architecture for smart city utilities
Summary The Internet of things (IoT) is emerging as the next big wave of digital presence for
billions of devices on the Internet. Smart cities are a practical manifestation of IoT, with the …
billions of devices on the Internet. Smart cities are a practical manifestation of IoT, with the …
A systematic review of provenance systems
Provenance refers to the entire amount of information, comprising all the elements and their
relationships, that contribute to the existence of a piece of data. The knowledge of …
relationships, that contribute to the existence of a piece of data. The knowledge of …
Neuroimaging study designs, computational analyses and data provenance using the LONI pipeline
Modern computational neuroscience employs diverse software tools and multidisciplinary
expertise to analyze heterogeneous brain data. The classical problems of gathering …
expertise to analyze heterogeneous brain data. The classical problems of gathering …