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IT Services Circle
IT Services Circle
Nov 7, 2025 · Backend Development

Why C++23’s std::flat_map and std::flat_set Boost Performance and Cache Locality

Introduced in C++23, std::flat_map and std::flat_set replace tree‑based maps and sets with vector‑backed, flat containers that offer superior cache locality, faster traversal for small‑to‑medium data sets, and reduced memory overhead, though they incur O(N) insertion costs and iterator invalidation.

C++23cache localitycontainer performance
0 likes · 6 min read
Why C++23’s std::flat_map and std::flat_set Boost Performance and Cache Locality
Tencent Architect
Tencent Architect
Dec 8, 2017 · Databases

Modern Processors, Emerging Storage, and Database System Design: Challenges and Opportunities

This article reviews the evolution of modern multi‑core processors and non‑volatile memory, analyzes their impact on database system architecture, discusses cache‑friendly designs, distributed logging, and benchmark results, and highlights the opportunities and challenges for DBMS developers in the era of NVRAM.

BenchmarkingNon-volatile Memorycache locality
0 likes · 17 min read
Modern Processors, Emerging Storage, and Database System Design: Challenges and Opportunities