publication . Conference object . 2019

Contextual linking between workflow provenance and system performance logs

Elias el Khaldi Ahanach; Spiros Koulouzis; Zhiming Zhao;
Open Access
  • Published: 26 Sep 2019
Abstract
When executing scientific workflows, anomalies of the workflow behavior are often caused by different issues such as resource failures at the underlying infrastructure. The provenance information collected by workflow management systems only captures the transformation of data at the workflow level. Analyzing provenance information and apposite system metrics requires expertise and manual effort. Moreover, it is often timeconsuming to aggregate this information and correlate events occurring at different levels of the infrastructure. In this paper, we propose an architecture to automate the integration among workflow provenance information and performance inform...
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free text keywords: scientific workflow, provenance, system logs, Data science, Computer science, Architecture, Provenance, Contextual information, Workflow, Workflow management system
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  • EGI Federation
Funded by
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
Validated by funder
,
EC| ARTICONF
Project
ARTICONF
smART socIal media eCOsytstem in a blockchaiN Federated environment
  • Funder: European Commission (EC)
  • Project Code: 825134
  • Funding stream: H2020 | RIA
Validated by funder
,
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
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