Provenance and Annotation of Data and Processes 5th International Provenance and Annotation Workshop, IPAW 2014, Cologne, Germany, June 9-13, 2014. Revised Selected Papers
This book constitutes the revised selected papers of the 5th International Provenance and Annotation Workshop, IPAW 2014, held in Cologne, Germany in June 2014. The 14 long papers, 20 short papers and 4 extended abstracts presented were carefully reviewed and selected from 53 submissions. The papers...
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| Main Authors | , |
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| Format | eBook |
| Language | English |
| Published |
Cham
Springer Nature
2015
Springer International Publishing AG Springer |
| Edition | 1 |
| Series | LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web and HCI |
| Subjects | |
| Online Access | Get full text |
| ISBN | 9783319164625 3319164627 3319164619 9783319164618 |
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| Abstract | This book constitutes the revised selected papers of the 5th International Provenance and Annotation Workshop, IPAW 2014, held in Cologne, Germany in June 2014. The 14 long papers, 20 short papers and 4 extended abstracts presented were carefully reviewed and selected from 53 submissions. The papers include tools that enable provenance capture from software compilers, from web publications and from scripts, using existing audit logs and employing both static and dynamic instrumentation. |
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| AbstractList | This book constitutes the revised selected papers of the 5th International Provenance and Annotation Workshop, IPAW 2014, held in Cologne, Germany in June 2014. The 14 long papers, 20 short papers and 4 extended abstracts presented were carefully reviewed and selected from 53 submissions. The papers include tools that enable provenance capture from software compilers, from web publications and from scripts, using existing audit logs and employing both static and dynamic instrumentation. |
| Author | Plale, Beth Ludäscher, Bertram |
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| Editor | Plale, Beth Lud'scher, Bertram |
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| Snippet | This book constitutes the revised selected papers of the 5th International Provenance and Annotation Workshop, IPAW 2014, held in Cologne, Germany in June... |
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| SubjectTerms | Database management Electronic data processing documentation Electronic data processing-Congresses Special computer methods |
| Subtitle | 5th International Provenance and Annotation Workshop, IPAW 2014, Cologne, Germany, June 9-13, 2014. Revised Selected Papers |
| TableOfContents | Sentence Templating for Explaining Provenance 7 Experiments and Results -- 8 Related Work -- 9 Conclusion -- References -- Regenerating and Quantifying Quality of Benchmarking Data Using Static and Dynamic Provenance -- 1 Introduction -- 2 Related Work -- 3 Formalization of Benchmark Provenance -- 3.1 Model of Benchmarking -- 3.2 Model of Provenance Capture -- 3.3 Quantification of Data Quality -- 4 Provenance-Aware Benchmarking Framework -- 4.1 Static Provenance Capture -- 4.2 Runtime Provenance Capture -- 4.3 Fine-Grained Provenance Capture -- 4.4 PROV Model for Benchmark Provenance -- 5 Evaluation -- 6 Conclusion and Future Work -- References -- Provenance Management Architectures and Techniques -- noWorkflow: Capturing and Analyzing Provenance of Scripts -- 1 Introduction -- 2 Provenance of Scripts -- 2.1 Provenance Representation -- 2.2 Provenance Granularity -- 3 noWorkflow -- 3.1 Provenance Capture -- 3.2 Provenance Storage -- 3.3 Provenance Analysis -- 4 Related Work -- 5 Conclusions and Future Work -- References -- LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance -- 1 Introduction -- 2 Motivation -- 3 The LabelFlow System -- 3.1 Annotation of Workflow Activities with Motifs -- 3.2 Labelling Pipelines -- 3.3 Labels -- 3.4 Labelling Operators -- 3.5 Implementation -- 4 Related Work -- 5 Conclusion -- References -- Auditing and Maintaining Provenance in Software Packages -- 1 Introduction -- 2 CDE: A Software Packaging Tool -- 3 CDE-SP: Software Provenance in CDE -- 4 Using CDE-SP Packages to Create Software Pipelines -- 4.1 Software Pipelines -- 5 Merging Provenance in CDE-SP -- 6 Experiment and Evaluation -- 6.1 Audit Performance and Size Overhead in CDE-SP -- 6.2 Redirection Overhead in CDE-SP -- 6.3 CDE-SP Vs Kameleon -- 7 Related Work -- 8 Conclusion -- References -- Security and Privacy Implications of Provenance 2 Preliminaries: Workflow, Computation, and Provenance Models -- 3 Precomputing Dependency Tables -- 4 Querying Lineage Using Dependency Tables -- 5 Experiments and Results -- 6 Related Work -- 7 Conclusion and Future Work -- References -- System Demonstrations -- Interrogating Capabilities of IoT Devices -- 1 Introduction -- 2 Semantic Framework -- 3 The Trusted Tiny Things System -- 4 Demonstration Content -- References -- A Lightweight Provenance Pingback and Query Service for Web Publications -- 1 Introduction -- 2 Lightweight Distributed Provenance Service -- 3 Application Domain -- 4 Discussion and Future Work -- 5 Conclusion -- References -- Provenance-Based Searching and Ranking for Scientific Workflows -- 1 Introduction -- 2 Provenance-Based Searching for Scientific Workflows -- 2.1 Authority -- 2.2 Quality of Service -- 3 Demonstration and Implementation -- 4 Future Work -- 5 Related Work -- References -- PROV-O-Viz - Understanding the Role of Activities in Provenance -- 1 Introduction -- 2 Sankey Diagrams -- 3 PROV-O-Viz -- 3.1 Evaluation -- 4 Conclusion -- References -- Joint IPAW/TaPP Poster Session -- The Aspect-Oriented Architecture of the CAPS Framework for Capturing, Analyzing and Archiving Provenance Data -- References -- Improving Workflow Design Using Abstract Provenance Graphs -- 1 Introduction and Motivation -- 2 Our Approach and Example -- References -- Early Discovery of Tomato Foliage Diseases Based on Data Provenance and Pattern Recognition -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 3 Foliage Disease Pattern Recognition -- 4 Conclusion -- Acknowledgements -- References -- Provenance in Open Data Entity-Centric Aggregation -- 1 Motivation and goals -- 2 Problem -- 3 Our Approach -- 3.1 Authority -- 3.2 Provenance and Evidence -- References Intro -- Preface -- Organization -- Contents -- Standardization of Provenance Models, Services, Representations -- ProvAbs: Model, Policy, and Tooling for Abstracting PROV Graphs -- 1 Introduction -- 1.1 Abstracting Provenance -- 1.2 Contributions -- 1.3 Related Work -- 2 Essential PROV -- 3 Abstraction by Grouping -- 3.1 Core Concepts -- 3.2 Convexity, Closure, Extensions, and Replacement -- 3.3 T-Grouping -- 4 Policy Model -- 4.1 ProvAbs Tool -- 5 Summary -- References -- ProvGen: Generating Synthetic PROV Graphs with Predictable Structure -- 1 Introduction -- 1.1 Contributions -- 1.2 Related Work -- 2 Graph Generation Model -- 3 Mapping the Model to Graph DBMS Queries -- 3.1 From Seed Traces to MATCH Query Clauses -- 3.2 Constraints as WHERE Clauses -- 3.3 Generator Loop -- 4 Evaluation Methodology -- 5 Conclusion -- References -- Applications of Provenance -- Walking into the Future with PROV Pingback: An Application to OPeNDAP Using Prizms -- 1 Introduction -- 2 The State of the Linked PROV Cloud -- 2.1 PROV Occurrences in OpenLink Software's LOD Cache -- 2.2 PROV Occurrences in datahub.io's Dataset Catalog -- 3 Approach -- 3.1 Prizms' ``SDV'' Dataset Organization: Source, Dataset, Version -- 3.2 A Concrete Basis: Modeling the Structure of the Host System -- 3.3 Minimal Modifications to the Host System (e.g. OPeNDAP) -- 3.4 Prizms Publishes Host System's prov:has_provenance Target -- 3.5 Prizms Accepts Pingback Pointers -- 3.6 Walking into the Future -- 4 Discussion -- 5 Conclusion -- References -- Provenance for Online Decision Making -- 1 Introduction -- 2 Scenario: A Crowd-Sourcing Application -- 3 Annotation Computation Framework (ACF) -- 4 Online Annotation Computation System (OACS) -- 5 Quality Model (QM) -- 5.1 Validity Measure (VM) -- 5.2 Reliability Measure (RM) -- 5.3 Finish Measure (FM) -- 6 Decision Making in CollabMap Enhancing Provenance Representation with Knowledge Based on NFR Conceptual Modeling: A Softgoal Catalog Approach -- Abstract -- 1 Introduction -- 2 Modeling Provenance as a NFR Catalog -- 3 Conclusion -- Acknowledgements -- References -- Provenance Storage, Querying, and Visualization in PBase -- 1 Introduction -- 2 PBase Features -- 3 Conclusion -- References -- Engineering Choices for Open World Provenance -- Abstract -- 1 Introduction -- 2 Identity -- 3 Storage -- 4 Protection -- 5 Testing -- 6 Output -- 7 Implementation and Evaluation -- 7.1 Identity -- 7.2 Storage -- 7.3 Protection -- 7.4 Testing -- 8 Related Work -- 9 Conclusions -- Acknowledgements -- References -- Towards Supporting Provenance Gathering and Querying in Different Database Approaches -- Abstract -- 1 Introduction -- 2 WfP-API: Storing and Querying Workflow Provenance Data -- 3 Implementation and Final Remarks -- References -- Provenance for Explaining Taxonomy Alignments -- References -- Challenges for Provenance Analytics Over Geospatial Data -- 1 Introduction -- 2 Geospatial Provenance Model -- References -- Adaptive RDF Query Processing Based on Provenance -- References -- Using Well-Founded Provenance Ontologies to Query Meteorological Data -- Abstract -- 1 Introduction -- 2 Materials and Methods -- 3 Meteoro Ontology and WebOntology Query Tool -- 4 Conclusion -- Acknowledgements -- References -- Applying W3C PROV to Express Geospatial Provenance at Feature and Attribute Level -- Abstract -- 1 Geospatial Provenance in W3C PROV -- 2 W3C PROV Relations Applied to Geospatial Provenance -- 3 W3C PROV and RDF to Express Geospatial Provenance -- 4 Conclusions -- Acknowledgments -- References -- ProvStore: A Public Provenance Repository -- 1 Provenance Repository -- 2 Provenance Transformation and Visualization -- 3 RESTful Application Programming Interface (API) -- References An Analytical Survey of Provenance Sanitization -- 1 Introduction -- 2 Related Work -- 3 Background Concepts and Terminology -- 4 Survey of Techniques for Provenance Sanitization -- 5 Conclusions and Future Directions -- References -- A Provenance-Based Policy Control Framework for Cloud Services -- 1 Introduction -- 2 A Telco Service -- 2.1 Service Requirements -- 2.2 Background -- 3 Policy Control Framework -- 3.1 Client Side Stack -- 3.2 Server Side Stack -- 3.3 Extended XACML Architecture -- 4 Framework Service Integration -- 5 Evaluation of Performance -- 6 Conclusion -- References -- Applying Provenance to Protect Attribution in Distributed Computational Scientific Experiments -- 1 Introduction -- 2 Related Work -- 3 Security Requirements for Provenance Systems -- 4 Protecting Attribution in Distributed Scientific Workflows -- 5 Implementation and Evaluation -- 6 Conclusion -- References -- Provenance Discovery and Data Reproducibility -- Looking Inside the Black-Box: Capturing Data Provenance Using Dynamic Instrumentation -- 1 Introduction -- 2 Background and Related Work -- 2.1 Capturing Provenance -- 2.2 Dynamic Instrumentation and Taint Analysis -- 3 System -- 3.1 Modifications to Libdft -- 3.2 The dtracker Pin Tool and Converter -- 4 Evaluation -- 4.1 Baseline Experiments -- 4.2 Case Studies -- 5 Discussion -- 6 Conclusions -- References -- Generating Scientific Documentation for Computational Experiments Using Provenance -- 1 Introduction -- 1.1 Main Idea -- 1.2 Contributions -- 2 Related Work -- 3 Proof-of-Concept -- 3.1 Running Example -- 3.2 Workflow System: Ducktape -- 3.3 Provenance: W3C PROV -- 3.4 Notebook Generation -- 4 Conclusions and Future Work -- References -- Computing Location-Based Lineage from Workflow Specifications to Optimize Provenance Queries -- 1 Introduction |
| Title | Provenance and Annotation of Data and Processes |
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