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Big data provenance: Challenges and implications for benchmarking
B Glavic - Workshop on Big Data Benchmarks, 2012 - Springer
Data Provenance is information about the origin and creation process of data. Such
information is useful for debugging data and transformations, auditing, evaluating the quality …
information is useful for debugging data and transformations, auditing, evaluating the quality …
Improving the usefulness of research data with better paradata
I Huvila - Open Information Science, 2022 - degruyter.com
Considerable investments have been made in Europe and worldwide for develo**
research data infrastructures. Instead of a general lack of data about data, it has become …
research data infrastructures. Instead of a general lack of data about data, it has become …
Data provenance collection and security in a distributed environment: a survey
W Ametepe, C Wang, SK Ocansey, X Li… - International Journal of …, 2021 - Taylor & Francis
Kee** track of lifecycle history and information origins are important because that is the
only key issue to confirm information probative value and integrity. Provenance information …
only key issue to confirm information probative value and integrity. Provenance information …
Efficient scheduling of scientific workflows using hot metadata in a multisite cloud
Large-scale, data-intensive scientific applications are often expressed as scientific
workflows (SWfs). In this paper, we consider the problem of efficient scheduling of a large …
workflows (SWfs). In this paper, we consider the problem of efficient scheduling of a large …
Data usage control for distributed systems
F Kelbert, A Pretschner - ACM Transactions on Privacy and Security …, 2018 - dl.acm.org
Data usage control enables data owners to enforce policies over how their data may be
used after they have been released and accessed. We address distributed aspects of this …
used after they have been released and accessed. We address distributed aspects of this …
Knowledge retrieval (kr)
With the ever-increasing growth of data and information, finding the right knowledge
becomes a real challenge and an urgent task. Traditional data and information retrieval …
becomes a real challenge and an urgent task. Traditional data and information retrieval …
LDV: Light-weight database virtualization
We present a light-weight database virtualization (LDV) system that allows users to share
and re-execute applications that operate on a relational database (DB). Previous methods …
and re-execute applications that operate on a relational database (DB). Previous methods …
Sketching distributed data provenance
Users can determine the precise origins of their data by collecting detailed provenance
records. However, auditing at a finer grain produces large amounts of metadata. To …
records. However, auditing at a finer grain produces large amounts of metadata. To …
Securing ultra-high-bandwidth science DMZ networks with coordinated situational awareness
V Nagendra, V Yegneswaran, P Porras - … of the 16th ACM Workshop on …, 2017 - dl.acm.org
The Science DMZ (SDMZ) is a special purpose network infrastructure that is engineered to
cater to the ultra-high bandwidth needs of the scientific and high performance computing …
cater to the ultra-high bandwidth needs of the scientific and high performance computing …
Managing hot metadata for scientific workflows on multisite clouds
Large-scale scientific applications are often expressed as workflows that help defining data
dependencies between their different components. Several such workflows have huge …
dependencies between their different components. Several such workflows have huge …