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DataFunSummit
DataFunSummit
Aug 11, 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, revealing how cloud storage cost models affect performance optimization, and presents case‑study findings from Uber’s Presto production environment that highlight fragmented I/O patterns and the financial impact of storage API calls.

Cloud NativeI/O optimizationbig data
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto
DataFunTalk
DataFunTalk
Aug 11, 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 environments, revealing how cloud storage cost models affect I/O optimization, and presents Uber Presto case‑study findings that highlight fragmented access patterns and financial implications of storage API calls.

Cloud NativeI/O optimizationbig data
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto
Tencent Cloud Developer
Tencent Cloud Developer
Aug 8, 2024 · Fundamentals

Recommended Classic Computer Science Books for Software Engineers

Tencent engineers recommend nine classic computer‑science books—ranging from Hamming’s The Art of Doing Science and Engineering to Kleppmann’s Designing Data‑Intensive Applications and Bryant & O’Hallaron’s Computer Systems: A Programmer’s Perspective—to help software engineers deepen theory, improve practice, and gain fresh insights, with a giveaway for commenters.

Book RecommendationsComputer Sciencedata-intensive
0 likes · 14 min read
Recommended Classic Computer Science Books for Software Engineers
DataFunTalk
DataFunTalk
Aug 2, 2024 · Cloud Native

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

This whitepaper examines the trend of moving data‑intensive analytics workloads to cloud‑native platforms, revealing how cloud storage cost models affect I/O optimization, and using Uber’s Presto production data to show that traditional I/O strategies overlook costly storage API calls, leading to high expenses.

Case StudyCloud NativeI/O optimization
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber’s Presto Deployment
DataFunSummit
DataFunSummit
Jul 26, 2024 · Cloud Native

Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: A Case Study of Uber Presto

This whitepaper examines the industry trend of moving data‑intensive analytics workloads to cloud‑native platforms, analyzing how cloud storage cost models affect performance optimization, and presents a case study of Uber’s Presto production environment that reveals fragmented I/O patterns and the financial impact of storage API calls.

Cloud NativeI/O optimizationbig data
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: A Case Study of Uber Presto
DataFunTalk
DataFunTalk
Jul 26, 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 environments, analyzes how cloud storage cost models affect performance optimization, and presents Uber Presto case‑study findings that reveal fragmented access patterns and hidden financial costs of traditional I/O strategies.

Case StudyCloud NativeI/O optimization
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto
DataFunTalk
DataFunTalk
Jul 21, 2024 · Cloud Native

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

This whitepaper examines the industry shift of moving data‑intensive analytics to cloud‑native platforms, revealing how cloud storage’s unique cost model demands nuanced I/O optimization, and presents Uber Presto case‑study findings that highlight fragmented access patterns and cost‑effective design strategies for high‑performance cloud workloads.

Cloud NativeI/O optimizationbig data
0 likes · 3 min read
Optimizing I/O for Data-Intensive Applications in Cloud-Native Environments: Insights from Uber Presto
DataFunTalk
DataFunTalk
May 31, 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 applications to cloud‑native environments, revealing how cloud storage cost models affect performance optimization, and presents case‑study findings from Uber’s Presto production workload that highlight fragmented I/O patterns and the financial impact of storage API calls.

Cloud NativeI/O optimizationbig data
0 likes · 3 min read
Optimizing I/O for Data‑Intensive Analytics in Cloud‑Native Environments: Insights from Uber Presto
Architects' Tech Alliance
Architects' Tech Alliance
Oct 18, 2021 · Artificial Intelligence

Trends and Challenges in Data‑Intensive High‑Performance Computing (HPC) and AI Workloads

The article analyzes the rapid growth of the global data‑intensive HPC market, driven by AI and high‑performance data analysis workloads, outlines shifting storage demands, cloud‑HPC adoption, and the technical challenges and opportunities for future HPC storage architectures.

AIHPCMarket Forecast
0 likes · 13 min read
Trends and Challenges in Data‑Intensive High‑Performance Computing (HPC) and AI Workloads
Architects' Tech Alliance
Architects' Tech Alliance
Apr 9, 2018 · Fundamentals

Overview of High‑Performance Computing (HPC) Application Types and Domains

The article provides a comprehensive overview of high‑performance computing applications, classifying cluster types, describing computing‑intensive, data‑intensive and network‑intensive workloads, and detailing specific domains such as CAE, CFD, life‑science, animation rendering and meteorology along with resource‑allocation guidance.

Animation RenderingCAECFD
0 likes · 6 min read
Overview of High‑Performance Computing (HPC) Application Types and Domains