The TSYS School’s Yi Zhou and colleagues from Jinan University and Auburn University examine the performance of storage systems in their new research project. As they explain, garbage collection running in the controller of 3D NAND flash-based solid-state disks plays a critical role in that performance, and solid-state disk manufacturers have developed various garbage collection solutions based on internal data movement to mitigate the impacts of garbage collection on request latency. According to Zhou, “Due to the circuit characteristics of flash memory, existing internal data movement-based garbage collection strategies require that odd pages must be migrated to odd pages, and even pages to even pages. When migrating two consecutive pages with the same parity, the free page between the two migrated pages will be wasted after the migration is complete.” As the study explains, this issue inevitably deteriorates the storage space utilization of flash memory, thereby degrading the overall performance of 3D NAND flash-based solid-state disks. Zhou and his co-authors propose a parity-check garbage collection scheme to revamp solid-state disk performance by alleviating page waste during garbage collection. Their investigation, which is set to appear in a future issue of IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, resulted in development of a parity-check unit to facilitate checking the parity of migrated valid pages and destination pages. Testing reveals that their solution dynamically adjusts the migration order of valid pages during the course of garbage collection and fundamentally averts page waste caused by the page parity restriction. More specifically, their unit curtails the number of wasted pages by up to 91.4%, cuts back the number of garbage collection counts by up to 52.2%, and slashes average write response time by up to 77.8%.
Officials in the Turner College's Butler Center for Research and Economic Development recently put the finishing touches on an extensive report on trends in educational programs and occupations in the Columbus area. The report also includes data on business and technology trends. According to Fady Mansour , Director of the Butler Center, there are several key takeaways from the report regarding 10 occupational gaps that currently exist in the Columbus area. First, software development occupation exhibits the biggest labor shortage, with the report adding that the TSYS School has a bachelor's degree program in information technology along with a new AI track for the bachelor's degree in computer science, both of which can qualify students for this occupation. Other educational programs are in demand, such as computer programming and cloud computing. Second, there is a gap of 30 employees per year in general and operations management. This gap could be addressed by the Turn...

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