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Книга The C++ Orchestrator Handbook Albert Cartwright

The C++ Orchestrator Handbook

Wait Free Data Structures for Streaming Analytics and Massive Parallel Processing.

Автор: Albert Cartwright
Език: Английски език
Корици: С меки корици
Издател: Independently published
Наличност: Външен склад
Изпращаме след 14-21 дни
28.00 € 54.76 лв
Stop Blocking Your Threads. Architect Wait-Free C++ Orchestrators for Massive Parallel Processing.In...

Информация за книгата

Автор
Albert Cartwright
Език
Английски език
Корици
Книга - С меки корици
Издадена
2026
страници
248
EAN
9798199152969
Enbook ID
52749013
Издател
Independently published
Теглоt
402
Размери
170 x 244 x 13

Пълно описание

Stop Blocking Your Threads. Architect Wait-Free C++ Orchestrators for Massive Parallel Processing.

In the realm of real-time streaming analytics and Massive Parallel Processing (MPP), a single mutex lock is a death sentence for throughput. When you are ingesting millions of events per second, standard lock-based concurrency and even traditional "lock-free" algorithms fail under heavy contention. If your system cannot guarantee bounded, deterministic execution for every thread, you are leaving massive performance on the table.

The C++ Orchestrator Handbook is the definitive, elite-level blueprint for engineering the holy grail of concurrent programming: wait-free data structures. Moving far beyond the basics of std::atomic, this book provides systems architects and senior C++ engineers with the exact methodologies required to build zero-contention pipelines, kernel-bypass ingestion engines, and NUMA-aware work-stealing schedulers.

Whether you are building a custom streaming analytics engine, a high-frequency trading platform, or a distributed data lake, this book delivers the architectural patterns required to scale linearly across hundreds of cores.

Inside, you will discover:

  • Nonblocking Memory Reclamation: Eradicate the ABA problem and safely reclaim memory without garbage collection pauses using Hazard Pointers and Epoch-Based Reclamation (EBR).
  • Wait-Free Architecture: Master the mathematical difference between lock-free and wait-free guarantees. Implement single and multi-producer/consumer (SPSC/MPMC) wait-free ring buffers and hash maps for real-time analytics.
  • Streaming Ingestion & Kernel Bypass: Build zero-copy deserialization pipelines and manage backpressure using lockless memory pools and kernel-bypass networking.
  • Massive Parallel Processing (MPP): Architect NUMA-aware thread pools and wait-free work-stealing deques to perfectly balance load across execution graphs.
  • Vectorized Analytics: Integrate Single Instruction Multiple Data (SIMD) intrinsics with continuous queries and sliding window algorithms over cache-oblivious data structures.
  • Distributed Orchestration: Scale beyond a single node using Remote Direct Memory Access (RDMA) for zero-copy cluster communication and wait-free consensus algorithms.
THE ORCHESTRATOR'S VAULT (Appendix)

Engineered for the systems architect who needs production-ready C++ code immediately, the Appendix provides drop-in templates that hedge funds and cloud giants keep highly guarded:
  • Wait-Free MPMC Queue: A complete, C++ implementation of a Multi-Producer Multi-Consumer Wait-Free Queue.
  • Hazard Pointer Architecture: Drop-in templates for safe, nonblocking memory reclamation.
  • Work-Stealing Scheduler: A comprehensive guide to implementing a lockless, highly parallel task scheduler.
Stop relying on the OS to schedule your performance. Master wait-free orchestration, eradicate lock contention, and engineer the fastest parallel systems on the planet.