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AI031 Professionnel

Systèmes informatiques : Une perspective pour programmeurs (Édition mondiale)

Une étude approfondie sur la manière dont les systèmes informatiques exécutent des programmes et stockent des informations. Ce cours comble le fossé entre la programmation de haut niveau et le matériel sous-jacent, en couvrant la représentation au niveau machine, l'architecture des processeurs, la hiérarchie mémoire et la programmation concurrente.

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📚 Résumé du contenu

Une analyse approfondie de la manière dont les systèmes informatiques exécutent des programmes et stockent des informations. Ce cours comble le fossé entre la programmation de haut niveau et le matériel sous-jacent, en couvrant la représentation au niveau machine, l'architecture du processeur, la hiérarchie de mémoire et la programmation concurrente.

Maîtrisez l'art de la programmation système en comprenant l'interface matériel-logiciel.

Auteur : Randal E. Bryant, David R. O'Hallaron

Remerciements : Soutenu par les étudiants et enseignants du cours 15-213 à l'Université Carnegie Mellon. Les remerciements incluent les contributions de Manasa S. et Mohit Tahiliani.

🎯 Objectifs d'apprentissage

  1. Identifier comment l'information est représentée à l'aide de bits et de son contexte au sein d'un système.
  2. Suivre les quatre étapes du système de compilation, depuis le code source jusqu'à l'exécutable.
  3. Décrire la structure organisationnelle du matériel et la nature hiérarchique des dispositifs de stockage.
  4. Convertir entre les notations décimale, binaire et hexadécimale, et expliquer l'adressage au niveau machine (ordre des octets).
  5. Effectuer des opérations au niveau des bits et logiques en C, et prédire les résultats des décalages arithmétiques.
  6. Analyser les encodages des entiers pour identifier les vulnérabilités potentielles liées aux dépassements de capacité et aux erreurs de conversion.
  7. Analyser la correspondance entre les constructions C (boucles, branches, procédures) et les instructions assembly x86-64.
  8. Déconstruire la pile d'exécution pour expliquer la transmission des paramètres, le stockage des variables locales et la gestion des appels récursifs.
  9. Évaluer les structures de mémoire pour des données hétérogènes et appliquer les règles d'alignement pour calculer les besoins totaux de stockage.
  10. Définir l'état visible par le programmeur Y86-64 et encoder/décoder des instructions en séquences d'octets.

Leçons

Lesson

This lesson introduces the fundamental concepts of computer systems, focusing on how programs are represented as sequences of bytes and interpreted through context. Students will learn how source code is stored using the ASCII standard and gain an overview of the compilation process, hardware components, and the role of the operating system.

This lesson explores how computers represent and manipulate data, focusing on hexadecimal notation, bitwise operations, and the structure of virtual address spaces. Students will learn to perform conversions between number systems, analyze integer and floating-point bit patterns, and understand the implications of memory byte ordering and precision limitations.

This lesson explores the x86-64 Instruction Set Architecture (ISA) as a contract between hardware and software, focusing on the architectural state, registers, and memory abstraction. Students will learn to distinguish between high-level code and machine-level representations while mastering data movement, arithmetic operations, and procedure call conventions.

This lesson explores the Y86-64 instruction set architecture as an educational model for understanding the contract between software and hardware, including its programmer-visible state and load/store design. Students will learn to analyze CPU performance through the fetch-decode-execute cycle, differentiate between RISC and CISC characteristics, and evaluate the impact of pipelining on system throughput.

This lesson explores advanced techniques for optimizing program performance by addressing constant factors, memory aliasing, and instruction-level parallelism. Students will learn to analyze hardware constraints, such as pipeline latency and throughput, to improve code efficiency beyond what compilers can achieve automatically.

This lesson explores the memory hierarchy by contrasting the speed and density of SRAM and DRAM, while explaining how DRAM organization and row-buffer management impact system performance. Students will learn to analyze memory access patterns, such as stride-based array traversal, and understand how hardware design choices like RAS/CAS multiplexing influence effective data access times.

This lesson explores the compiler driver's role in the software build process, focusing on how the linker manages memory layout and separate compilation. Students will learn to optimize program performance by understanding how data alignment and memory access patterns, such as Stride-1, influence cache hit rates and overall system throughput.

This lesson explores Exceptional Control Flow (ECF), which allows computer systems to handle abrupt transitions between instructions triggered by hardware and software events. Students will learn to distinguish between different types of exceptions, manage process lifecycles through system calls like fork and waitpid, and implement robust signal handling.

This lesson explores the fundamentals of virtual memory, focusing on how the Memory Management Unit (MMU) translates virtual addresses to physical addresses to provide process isolation and efficient memory abstraction. Students will learn about hardware-assisted mechanisms like page tables and TLBs, as well as the principles of demand paging, page replacement, and heap management strategies.

This lesson explores the Unix "everything is a file" abstraction, covering core system-level I/O primitives like open, close, read, and write. Students will learn to manage file descriptors, handle short counts using the Robust I/O (RIO) package, and implement I/O redirection and file sharing within the kernel.

This lesson explores the client-server programming model, focusing on the Berkeley Sockets API and the fundamental four-step request-response transaction. Students will learn to implement robust network architectures by differentiating between TCP and UDP communication while understanding the role of hardware components and protocol abstraction in distributed systems.

This lesson explores the taxonomy of concurrency, comparing processes, I/O multiplexing, and threads to understand how they manage logical control flows and system performance. Students will learn to identify the differences between concurrency and parallelism while mastering synchronization techniques like mutexes and semaphores to prevent race conditions in shared-resource systems.