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VisTrails provenance traces for benchmarking
2013
Proceedings of the Joint EDBT/ICDT 2013 Workshops on - EDBT '13
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INTRODUCTION The benchmark provenance traces that we have collected come from the VisTrails system for exploratory data analysis and visualization and from the VisTrails, Inc. provenance plugin for Autodesk ...
Additionally, we include some provenance traces generated in the VisTrails plugin for Autodesk Maya [1] , which uses an early version of the VisTrails Provenance SDK [8] to transparently capture the ...
doi:10.1145/2457317.2457373
dblp:conf/edbt/ChirigatiFKS13
fatcat:jbnxfm3e55cxzemowxf3vtn5fy
Automatic Benchmark Profiling Through Advanced Trace Analysis
[chapter]
2016
Lecture Notes in Computer Science
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Benchmarking has proven to be crucial for the investigation of the behavior and performances of a system. However, the choice of relevant benchmarks still remains a challenge. ...
It identifies the needed system information for profile computation, collects it from execution traces and produces profiles through efficient and reproducible trace analysis treatments. ...
Associated with each traced event is a hardware (CPU) and a software (PID) provenance context. ...
doi:10.1007/978-3-319-43659-3_5
fatcat:2zqdn45binemrewmouuhwwfa6e
Using Mediation to Achieve Provenance Interoperability
2009
2009 Congress on Services - I
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In this paper, we describe a mediator-based architecture for integrating provenance information from multiple sources. ...
Provenance is essential in scientific experiments. ...
Specifically, we plan to develop automatic mechanisms for translating highlevel provenance queries into calls to the API, for example: queries defined through a query-by-example interface [21] ; and through ...
doi:10.1109/services-i.2009.68
dblp:conf/services/EllqvistKFSS09
fatcat:brdioxkodvdxtbaoxrtyqvlhdy
A primer on provenance
2014
Communications of the ACM
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Acknowledgments We would like to thank George Coulouris for his feedback and our reviewers for their constructive comments and suggestions. ...
VisTrails 26 and ZOOM 2 are workflow-management systems with the ability to track provenance for the execution of various workflows and (in the case of VisTrails) for the evolution of the workflows themselves ...
trace, and ask: Where did it come from? ...
doi:10.1145/2596628
fatcat:votcaprhhfe25laiohnm7tc7de
A Primer on Provenance
2014
Queue
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ACKNOWLEDGMENTS We would like to thank George Coulouris for his feedback and support in shaping this article toward its current form, and our reviewers for their constructive comments and suggestions. ...
VisTrails 26 and ZOOM 2 are workflow-management systems with the ability to track provenance for the execution of various workflows and (in the case of VisTrails) for the evolution of the workflows themselves ...
PASS, for example, reports up to a 230 percent overhead on small file benchmarks, 23 even though the absolute increase in execution times remains small. ...
doi:10.1145/2602649.2602651
fatcat:p2swocpz2vhjfbffuch4oseexu
Exploring repositories of scientific workflows
2010
Proceedings of the 1st International Workshop on Workflow Approaches to New Data-centric Science - Wands '10
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for effective data exploration. ...
In the first part of the paper we consider a collection of VisTrails workflows, and explore how this collection may be summarized when workflow modules are used as features. ...
VisTrails VisTrails is an open-source scientific workflow and provenance management system developed at the University of Utah [6] . ...
doi:10.1145/1833398.1833405
fatcat:7f6de6h5rbfbdaz3b7scxngdai
Towards Complete Tracking of Provenance in Experimental Distributed Systems Research
[chapter]
2015
Lecture Notes in Computer Science
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In this paper, we (1) survey provenance collection in various domains of computer science, (2) introduce a new classification of provenance types, and (3) sketch a design of a provenance system inspired ...
Storing the provenance of experimental data, i.e., storing information about how the results were produced, proved to be a powerful tool to address similar problems in computational natural sciences. ...
Provenance of experiment description In this section, we provide a design for a representation of experiments that traces the provenance of the experiment description. ...
doi:10.1007/978-3-319-27308-2_49
fatcat:ajzcc6pu2nbhvcagaf67waas44
Characterizing Provenance in Visualization and Data Analysis: An Organizational Framework of Provenance Types and Purposes
2016
IEEE Transactions on Visualization and Computer Graphics
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We present an organizational framework of the different types of provenance information and purposes for why they are desired in the field of visual analytics. ...
We also discuss the relationships between these factors and the methods used to capture provenance information. ...
[43] explored unobtrusive mechanisms to facilitate provenance traces for the collection and use of sensor data. ...
doi:10.1109/tvcg.2015.2467551
pmid:26340779
fatcat:bujis3h24na63ldqizjqwv434a
LDV: Light-weight database virtualization
2015
2015 IEEE 31st International Conference on Data Engineering
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LDV addresses these issues by monitoring application execution, including DB operations, and using the resulting execution trace to create a lightweight re-executable package. ...
We introduce a linked DB-operating system provenance model and show how to infer data dependencies based on temporal information about the DB operations performed by the application's process(es). ...
Datasets and Workloads We use the TPC-H benchmark [25] with a scale factor 1 (1GB) for our experiments. This benchmark involves a suite of 22 decision support queries. ...
doi:10.1109/icde.2015.7113366
dblp:conf/icde/PhamMGF15
fatcat:syaqewvyengohbqbtddiq3e5l4
A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization
2018
Human-Centric Computing and Information Sciences
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In this manuscript we provide a comprehensive survey of a wide range of existing systems to utilize provenance data produced by simulation. ...
In particular, we present a taxonomy of scientific platforms regarding provenance support and holistically tabulate the major functionalities and supporting levels of the studied systems. ...
Sumatra [115, 116] is a provenance management and trace tool to support numerical simulation or analysis for the purpose of reproduction. ...
doi:10.1186/s13673-018-0150-9
fatcat:zmdmunmguvfelnlwcvnhw5wmpi
Provenance-Based Reproducibility in the Semantic Web
2011
Social Science Research Network
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To achieve the vision of reproducibility, the workflow-based community has strongly advocated the use of provenance as an underpinning mechanism for reproducibility, since a rich representation of provenance ...
This is the problem that this paper tackles by defining a denotational semantics for the Open Provenance Model, which is referred to as the reproducibility semantics. ...
We used the First Provenance Challenge workflow [23] , which has become a de-facto benchmark in the provenance community. ...
doi:10.2139/ssrn.3199517
fatcat:xe3qj4cfdzb55k3nilvvewflqi
Provenance-based reproducibility in the Semantic Web
2011
Journal of Web Semantics
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To achieve the vision of reproducibility, the workflow-based community has strongly advocated the use of provenance as an underpinning mechanism for reproducibility, since a rich representation of provenance ...
This is the problem that this paper tackles by defining a denotational semantics for the Open Provenance Model, which is referred to as the reproducibility semantics. ...
We used the First Provenance Challenge workflow [23] , which has become a de-facto benchmark in the provenance community. ...
doi:10.1016/j.websem.2011.03.001
fatcat:airtxw3c4ncele7fllg7eywyy4
The Foundations for Provenance on the Web
2010
Foundations and Trends® in Web Science
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For instance, provenance enables the reproducibility of scientific results; provenance is necessary to track attribution and credit in curated databases; and, it is essential for reasoners to make trust ...
After identifying an open approach and a model for provenance, techniques to expose provenance over the Web are investigated. ...
for providing feedback on this survey. ...
doi:10.1561/1800000010
fatcat:zggat6oky5egripxkunwkkelqm
OPQL: Querying scientific workflow provenance at the graph level
2013
Data & Knowledge Engineering
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queries formulated for one system will not run in another system. ...
Most existing systems store provenance data in provenance stores with proprietary provenance data models and conduct query processing over the physical provenance storages using query languages, such as ...
Murali Mani [27, 34] for providing valuable advices regarding OPMPROV and for sharing his expertise in the area of provenance management. ...
doi:10.1016/j.datak.2013.08.008
fatcat:jhxpmfqtefcalh3prsqyrmuuvu
The future of scientific workflows
2017
The international journal of high performance computing applications
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national security missions, to assess the current state of the art in science workflows, to understand the impact of emerging extreme-scale computing systems on those workflows, and to develop requirements for ...
highlight use cases, computing systems, workflow needs and conclude by summarizing the remaining challenges this community sees that inhibit large-scale scientific workflows from becoming a mainstream tool for ...
Acknowledgments The authors would like to thank all workshop participants for their contributions: Greg Abram, Gagan Agrawal, James ...
doi:10.1177/1094342017704893
fatcat:wkqlq7kzlnfx7acppift6ot4u4
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