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scientific workflow distributed computing workflow hpc simulation grid computing distributed systems modeling cloud computing high performance computing reproducibility high throughput computing self-healing pegasus rafael ferreira da silva workflow management system scheduling virtual imaging platform htc scientific computing egi workload fault-tolerance fairness burst buffer workload archive education science-gateway workflow traces workflow profiling task estimation lightweight task granularity ai workflows thesis mape-k non-clairvoyant grid dirac moteur saas artificial intelligence bag of tasks pilot jobs biomedical imaging ccgrid machine learning exascale fair best practices framework open source software software testing software development escience power consumption energy cyberinfrastructure htcondor big data environmental computing supercomputer seismic analysis performance analysis google cloud computing data-intensive amazon web services workload characterization documentation nsfcloud code parallel computing green computing semantics online interoperability