Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 6 of 6 for “"Workflow optimization"”.
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Machine learning workflow optimization via automatic discovery of resource reuse opportunities
… on the part of users in order to adapt our optimizations to their programs. Experiments show that our algorithm achieves 1.35× speedup on a sentiment classification task trained with the popular Tree-LSTM model.
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An integrated transport solution to big data movement in high-performance networks
… major components, i.e., i) transport-support workflow optimization, ii) transport profile generation, and iii) transport protocol design, into a unified framework. Firstly, a class of transport-support workflow optimization problems are formulated, where an appropriate set of resources and …
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Impact of Enterprise Inventory Software Optimization on Inpatient Pharmacy Operational Metrics
… health systems to manage medications, simplify workflows, improve productivity, and reduce medication costs and waste. Enterprise inventory software provides visibility into all medication storage areas (including both automated dispensing cabinets (ADC) and the central pharmacy) to enable …
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Reagent usage optimization In high volume diagnostics testing
… due to superfluous quality control testing, a workflow study is conducted. The workflow study targets the minimization of quality control testing and instrument calibrations by optimizing the load distribution over similar instruments within a laboratory site. The optimal distribution of …
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Performance optimization and energy efficiency of big-data computing workflows
… applications typically feature data-intensive workflows comprised of moldable parallel computing jobs, such as MapReduce, with intricate inter-job dependencies. The granularity of task partitioning in each moldable job of such big data workflows has a significant impact on workflow completion …
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Real-Time and Data-Driven Operation Optimization and Knowledge Discovery for an Enterprise Information System
… thesis research is focused on real-time optimization and knowledge discovery that addresses workflow optimization, resource allocation, as well as data-driven predictions of process-execution times, order fulfillment, and enterprise service-level performance. In contrast to prior work on …