scientific workflow distributed computing workflow hpc simulation distributed systems grid computing high performance computing cloud computing modeling high throughput computing reproducibility self-healing workflow management system htc scheduling pegasus virtual imaging platform rafael ferreira da silva scientific computing workflow traces education burst buffer fault-tolerance workload task estimation workflow profiling fairness egi workload archive science-gateway interoperability fair exascale machine learning artificial intelligence ai workflows parallel computing code documentation 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 nsfcloud green computing semantics online non-clairvoyant thesis task granularity lightweight mape-k grid dirac moteur saas bag of tasks pilot jobs biomedical imaging ccgrid
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