Modeling Expands Benchmarking Results to Optimize Performance and Financial Decisions in the Hybrid Multi-Cloud World Abstract: During the journey to the cloud, many organizations use the industry standard TPC and customized benchmarks to determine how the differences in cloud architecture, configuration, and sophistication of DBMS optimizers affect the CPU service time, the number of I/O operations, and megabytes processed per request in the different cloud platforms comparing with the on-premises environment. Unfortunately, the benchmarks do not represent customer workloads well and do not answer important "what-if" questions to make the right decisions during the journey to the cloud. Almost 80% of organizations migrating to the cloud do not finish it on time and within the budget. Some legacy applications need so many changes in their database design and codebase that they are left running on-premises. Meanwhile, lines of business and business departments are developing new..
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