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Tencent Cloud Developer

Apr 28, 2025 · Backend Development

Performance Optimization Techniques for High‑Throughput Backend Systems

The article outlines seven practical performance‑optimization techniques for high‑throughput back‑ends—including replacing protobuf with native C++ classes, adopting cache‑friendly data structures, using jemalloc/tcmalloc, implementing lock‑free double buffers, simplifying structs for specific scenarios, and leveraging profiling tools—while stressing balanced, incremental improvements.

C++Protobufbackend development

0 likes · 16 min read

Performance Optimization Techniques for High‑Throughput Backend Systems

FunTester

Apr 12, 2024 · Backend Development

Performance Optimization Techniques for Backend Systems: Replacing Protobuf with C++ Classes, Cache‑Friendly Structures, jemalloc, and Lock‑Free Data Structures

The article presents practical backend performance optimization methods—including substituting Protobuf with native C++ classes, employing cache‑friendly data structures, integrating jemalloc/tcmalloc, using lock‑free double‑buffer designs, and tailoring data formats—to achieve up to three‑fold speed improvements and significant latency reductions.

C++Protobufbackend development

0 likes · 15 min read

Performance Optimization Techniques for Backend Systems: Replacing Protobuf with C++ Classes, Cache‑Friendly Structures, jemalloc, and Lock‑Free Data Structures

High Availability Architecture

Mar 6, 2024 · Backend Development

Performance Optimization Techniques: Replacing Protobuf with C++ Classes, Cache‑Friendly Structures, jemalloc, and Lock‑Free Designs

This article presents practical performance‑optimization strategies for high‑throughput C++ services, including replacing Protobuf with hand‑written classes, adopting cache‑friendly data structures, using jemalloc/tcmalloc instead of the default allocator, employing lock‑free double‑buffer designs, tailoring data formats for specific workloads, and leveraging profiling tools to measure gains.

C++OptimizationProtobuf

0 likes · 17 min read

Performance Optimization Techniques: Replacing Protobuf with C++ Classes, Cache‑Friendly Structures, jemalloc, and Lock‑Free Designs

Tencent Cloud Developer

Feb 29, 2024 · Backend Development

Performance Optimization Strategies for High‑Throughput Backend Services

The article outlines practical, continuous performance‑optimization tactics for high‑throughput back‑end services—replacing Protobuf with lightweight C++ classes, using cache‑friendly data structures, adopting jemalloc/tcmalloc, employing lock‑free double buffers, tailoring data formats, and leveraging profiling tools—to achieve multi‑fold speedups while balancing maintainability.

C++Memory ManagementProtobuf

0 likes · 18 min read

Performance Optimization Strategies for High‑Throughput Backend Services