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HTAP Workload Spectrum
This lecture covers the concept of Hybrid Transactional/Analytical Processing (HTAP) workloads, focusing on the freshness requirements dictated by the workload type. Topics include ad-hoc analysis, query batches, freshness metrics, log-structured elastic snapshots, scan throughput, index management, and experimental setups. The speaker discusses the challenges and solutions in optimizing storage tiers, data classification, and snapshot creation for efficient HTAP systems.
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