Efficient Modern C++ Data Structures: Container and Algorithm Optimizations (Advanced C++ Programming)
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Description
Implement fast data structures in modern C++ by examining the variations and trade-offs. Make optimal use of the standard C++ containers. Exploit low-level blocks of contiguous memory for cache locality and memory efficiency.
Table of Contents:
Part I: Optimization Techniques
1. Data Structures Overview
2. Modern C++ Containers
3. Move Semantics
4. String Optimizations
5. Object Instrumentation
6. Timing and Benchmarking
7. AVX SIMD Vectorization
8. Memory Optimizations
Part II: Contiguous Data Structures
9. Arrays
10. Pointer Arithmetic
11. Contiguous Memory Blocks
12. Loop Optimizations
13. Parallel Vectorization
14. Lookup Tables & Precomputation
Part III: Multidimensional Data Structures
15. Matrix Multiplication
16. Tensors
Part IV: Advanced Data Structures
17. Algorithm Speedups
18. Vector Algorithms
19. Perfect Hashing
20. Memory Pool Optimizations
21. Fast Ring Buffers
22. AI Data Structures
Appendix 1. Source Code
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