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data-intensive analytics

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DataFunTalk
DataFunTalk
Jun 9, 2024 · Cloud Native

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto

This whitepaper examines the industry trend of moving data‑intensive analytics workloads to cloud‑native platforms, analyzes how cloud storage cost models affect performance optimization, and presents Uber Presto case‑study findings that reveal fragmented access patterns and new I/O strategies to improve cost‑effectiveness.

Cloud NativeI/O optimizationcase study
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto
DataFunSummit
DataFunSummit
Jun 6, 2024 · Cloud Native

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto

This whitepaper examines the industry trend of moving data‑intensive analytics workloads to cloud‑native platforms, analyzes the unique cost model of cloud storage, and presents case‑study findings from Uber's Presto production environment to guide efficient I/O design and cost‑effective performance optimization.

Cloud NativeI/O optimizationPerformance
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto