Data Provenance
BIG DATA PROCESSING WITH DATA PROVENANCE USING HDM FRAMEWORK
... It is normally tedious and complicated to maintain and manage applications that are continuously evolving and be-ing updated. In HDM, drawing on comprehensive meta-data information maintained by HDM models, the ...
5
A STUDY ON DATA REPERTORY ACUMEN SCHEMA TO MANAGE DATA PROVENANCE IN GEOSCIENCE APPLICATION
... Abstract: Data provenance accepts and approves the scientists to model as to investigate the beginning of an unexpected ...output data products. The capturing provenance requires enormous ...
6
In Situ Data Provenance Capture in Spreadsheets
... of data provenance is a fundamentally important task in ...While provenance can be captured using techniques such as scientific workflows, typically these techniques do not trace internal data ...
9
Big Data Processing with Data Provenance Using HDM Framework
... Big Data applications are becoming more complex and expe-riencing frequent changes and ...big data jobs is time-consuming and ...big data applications is a challenging task as ...Distributed ...
5
User-centric Visualization of Data Provenance
... the data when picturing different visualizations ...security, data provenance is a burgeoning field for data security particularly for knowing what goes on with the ...data. Data ...
143
ETL4LinkedProv: Managing Multigranular Linked Data Provenance
... Linked Data provenance ...of provenance and that level of gran- ularity, taking into account the impact on Linked Data publishing process carried out within the boundaries of an organization ...
16
Big Data Provenance: Challenges and Implications for Benchmarking
... of data by recording which transformations were responsible in creating a certain piece of data (a so-called data item ) and from which data items a given data item is ...transformation ...
9
Using Ontology and Data Provenance to Improve Software Processes
... This paper presented an approach, called PROV-Process, that obtains strategic information to the project manager enabling her/him to take decisions that can improve process performance. Therefore, this approach presents ...
12
Visualization of Network Data Provenance
... Prior provenance visualization tends to deal with small graphs, and seldom addresses the issue of graph layout and graph ...to provenance back and forth; The Prototype Lineage Server [1] allows users to ...
9
A Forensic Enabled Data Provenance Model for Public Cloud
... layers. Provenance records in these lay- ers may often be affected by the collusion between the consumer and provider which eventually can mislead the forensic investi- ...of data provenance and ...
21
Querying Data Provenance
... advanced data management operations ...this data derivable from trusted tuples?”; “What tuples are derived from this relation?”; or “What score should this answer receive, given initial scores of the base ...
14
Data Provenance Techniques and Semantics Using W7 model A Review
... of data sets that are dissimilar to each other and analyze them using cross-discipline approach that reveals a new data ...set. Data Provenance benefits from such databases by analyzing such ...
5
Data provenance the foundation of data quality
... for data provenance, we need to understand the issues of data creation, transformation, and ...on provenance that will give a broader coverage [BT07, SPG05, DF08, MFF + 08, CCT09, BCTV08, ...
8
Building a Big Data Provenance with its Applications for Smart Cities
... the data can be generated and stored as hard copy it has the capability to support a medical ...Big data analytics has become the crucial problem in healthcare informatics such as data querying, ...
7
Data, Data Processing, Data Provenance & Metadata On the digital representation of complex cultural data ?
... of data are to be found in industry, with “The most concrete definitions of data ...of data are necessarily pragmatic and, for the most part, discipline specific, which means that the problems ...
9
Provenance network analytics: an approach to data analytics using data provenance
... ways; provenance data itself can be interpreted as collaboration networks (Altintas et ...a provenance graph based on components of a file-store, to show that provenance and other meta- ...
28
CS Hot topics in database systems: Data Provenance
... Execution: Intermediate abstract execution plans represented in customized Karajan scripts are interpreted and dispatched by Karajan onto execution sites. We call these plans abstract because execution can be carried out ...
78
Data Provenance for e-social
... With cloud computing, customers will no longer need to be at a personal computer (PC), use an application from a PC or purchase specific version of software to be configured on their smartphone or PDA devices. Customers ...
73
A Survey of Data Provenance Techniques
... Virtual Data Language (VDL) [45, ...represents data products as abstract typed datasets and their materialized replicas that are available at a physical ...output data products, and they constitute ...
25
Big Data Analytics in Static and Streaming Provenance
... of provenance generated by ABM, we perform an empirical study using a classic NetLogo model for ecologists called ...Big Data provenance when the model is unstable so that it grows ...
191