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Machine learning enabled query re-optimization algorithms for cloud database systems
(2021-12)
In cloud database systems, hardware configurations, data usage, and workload allocations are continuously changing. These changes make it difficult for the query optimizer to obtain an optimal query execution plan (QEP) ...
Seismic-based characterization of a carbonate gas storage reservoir assisted by machine learning techniques
(2021)
Silurian pinnacle reefs found within the Michigan Basin were prolific hydrocarbon producers in the mid-to-late twentieth century. During production, studies over these complex reservoirs were primarily focused on facies ...