Auflistung nach Schlagwort "Coprocessor-Accelerated Databases"
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- TextdokumentWorkload-Driven Data Placement for GPU-Accelerated Database Management Systems(BTW 2019 – Workshopband, 2019) Schmidt, Christopher; Uflacker, MatthiasAn increase in the memory capacity of current Graphics Processing Unit (GPU) generations and advances in multi-GPU systems enables a large unified GPU memory space to be utilized by modern coprocessor-accelerated Database Management System (DBMS). We take this as an opportunity to revisit the idea of using GPU memory as a hot cache for the DBMS. In particular, we focus on the data placement for the hot cache. Based on previous approaches and their shortcomings, we present a new workload-driven data placement for a GPU-accelerated DBMS. Lastly, we outline how we aim to implement and evaluate our proposed approach by comparing it to existing data placement approaches in future work.