publication . Other literature type . Conference object . 2019

Linking provenance with system logs: a context aware information integration and exploration framework for analyzing workflow execution

el Khaldi Ahanach, Elias; Koulouzis, Spiros; Zhao, Zhiming;
Open Access
  • Published: 01 Oct 2019
  • Publisher: Zenodo
Abstract
When executing scientific workflows in a distributed environment, anomalies of the workflow behavior are often caused by a mixture of different issues, e.g., careless design of the workflow logic, buggy workflow components, unexpected performance bottlenecks or resource failure at the underlying infrastructure. The provenance information only defines data evolution at the workflow level, which does not have an explicit connection with the system logs provided by the underlying infrastructure. Analyzing provenance information and apposite system metrics requires expertise and a considerable amount of manual effort. Moreover, it is often time-consuming to aggregat...
Funded by
EC| ARTICONF
Project
ARTICONF
smART socIal media eCOsytstem in a blockchaiN Federated environment
  • Funder: European Commission (EC)
  • Project Code: 825134
  • Funding stream: H2020 | RIA
,
EC| ENVRI PLUS
Project
ENVRI PLUS
Environmental Research Infrastructures Providing Shared Solutions for Science and Society
  • Funder: European Commission (EC)
  • Project Code: 654182
  • Funding stream: H2020 | RIA
,
EC| VRE4EIC
Project
VRE4EIC
A Europe-wide Interoperable Virtual Research Environment to Empower Multidisciplinary Research Communities and Accelerate Innovation and Collaboration
  • Funder: European Commission (EC)
  • Project Code: 676247
  • Funding stream: H2020 | RIA
,
EC| ENVRI-FAIR
Project
ENVRI-FAIR
ENVironmental Research Infrastructures building Fair services Accessible for society, Innovation and Research
  • Funder: European Commission (EC)
  • Project Code: 824068
  • Funding stream: H2020 | RIA
,
EC| SWITCH
Project
SWITCH
Software Workbench for Interactive, Time Critical and Highly self-adaptive cloud applications
  • Funder: European Commission (EC)
  • Project Code: 643963
  • Funding stream: H2020 | RIA
Communities
EGI FederationEGI Projects: ENVRIPlus
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Other literature type . 2019
Provider: Datacite
Zenodo
Other literature type . 2019
Provider: Datacite
ZENODO
Conference object . 2019
Provider: ZENODO
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