Understand computer hardware and system design

Computer Architecture screenshot
Computer Architecture screenshot
Computer Architecture screenshot
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Curriculum

What You'll Learn

01 Introduction to Computer Architecture
4 topics
1 Historical Development of Computer Systems
  • First Generation Computers (Vacuum Tubes)
  • Second Generation Computers (Transistors)
  • Third Generation Computers (Integrated Circuits)
  • Fourth Generation Computers (VLSI)
  • Fifth Generation Computing (AI and Parallel Processing)
2 Fundamental Concepts
  • Von Neumann Architecture
  • Harvard Architecture
  • Modified Harvard Architecture
3 Performance Metrics and Evaluation
  • Clock Speed and Frequency
  • MIPS (Million Instructions Per Second)
  • FLOPS (Floating Point Operations Per Second)
  • Benchmarking Techniques
4 Levels of Abstraction
  • Application Software
  • System Software
  • Instruction Set Architecture (ISA)
  • Microarchitecture
  • Logic Gates and Circuits
  • Device Physics
02 Digital Logic Design
5 topics
1 Boolean Algebra and Logic Gates
  • Basic Logic Operations (AND, OR, NOT)
  • Universal Gates (NAND, NOR)
  • Boolean Functions and Expressions
  • Karnaugh Maps and Logic Simplification
2 Combinational Logic Circuits
  • Multiplexers and Demultiplexers
  • Encoders and Decoders
  • Adders and Subtractors
  • Comparators
3 Sequential Logic Circuits
  • Latches and Flip-Flops
  • Registers and Counters
  • Finite State Machines
  • Timing Diagrams
4 Hardware Description Languages
  • VHDL
  • Verilog
  • SystemVerilog
5 FPGA and ASIC Design
  • Design Flow
  • Synthesis
  • Place and Route
  • Verification and Testing
03 Computer Arithmetic
5 topics
1 Number Systems and Representation
  • Binary, Octal, and Hexadecimal
  • Fixed-Point Representation
  • Floating-Point Representation (IEEE 754)
  • BCD (Binary-Coded Decimal)
2 Integer Arithmetic
  • Addition and Subtraction Algorithms
  • Multiplication Algorithms (Shift-and-Add, Booth's Algorithm)
  • Division Algorithms (Restoring, Non-Restoring)
3 Floating-Point Arithmetic
  • Addition and Subtraction
  • Multiplication and Division
  • Rounding Modes and Precision Issues
4 ALU Design
  • Datapath Components
  • Control Signals
  • Performance Optimization
5 Special Arithmetic Operations
  • Square Root and Transcendental Functions
  • SIMD (Single Instruction, Multiple Data) Operations
  • Saturating Arithmetic
  • Decimal Arithmetic
04 Instruction Set Architecture (ISA)
5 topics
1 Instruction Set Design Principles
  • CISC vs. RISC
  • Orthogonality and Regularity
  • Addressing Modes
2 Instruction Types
  • Data Movement Instructions
  • Arithmetic and Logical Instructions
  • Control Flow Instructions
  • System and Privileged Instructions
3 Common ISA Families
  • x86 and x86-64 Architecture
  • ARM Architecture
  • MIPS Architecture
  • RISC-V Architecture
4 Memory Addressing
  • Immediate, Direct, Indirect Addressing
  • Base+Offset, Indexed Addressing
  • Pre/Post Increment/Decrement
5 Machine Language and Assembly Language
  • Instruction Encoding
  • Assembly Directives
  • Macro Assemblers
05 CPU Organization and Design
5 topics
1 CPU Components and Datapath
  • Register File
  • ALU (Arithmetic Logic Unit)
  • Control Unit
  • Program Counter and Instruction Register
2 Single-Cycle Processor Design
  • Instruction Fetch
  • Instruction Decode
  • Execute
  • Memory Access
  • Write Back
3 Multi-Cycle Processor Design
  • State Machine Controller
  • Microoperations
  • Timing and Synchronization
4 Pipelined Processor Design
  • Pipeline Stages
  • Pipeline Hazards (Structural, Data, Control)
  • Hazard Resolution Techniques
  • Pipeline Performance Analysis
5 Advanced CPU Features
  • Superscalar Execution
  • Out-of-Order Execution
  • Register Renaming
  • Branch Prediction
06 Memory System Architecture
5 topics
1 Memory Hierarchy
  • Registers
  • Cache Memory
  • Main Memory (RAM)
  • Secondary Storage
2 Cache Design and Organization
  • Direct-Mapped Cache
  • Set-Associative Cache
  • Fully Associative Cache
  • Cache Replacement Policies
3 Cache Coherence and Consistency
  • Snooping Protocols
  • Directory-Based Protocols
  • MESI Protocol
  • Memory Consistency Models
4 Virtual Memory
  • Address Translation
  • Page Tables and TLBs
  • Page Replacement Algorithms
  • Memory Protection
5 Memory Technologies
  • SRAM and DRAM
  • Flash Memory and SSDs
  • Non-Volatile Memory (NVM)
  • Emerging Memory Technologies
07 Input/Output Systems
5 topics
1 I/O Architectures
  • Memory-Mapped I/O
  • Isolated I/O
  • DMA (Direct Memory Access)
2 I/O Performance and Metrics
  • Bandwidth and Throughput
  • Latency
  • IOPS (Input/Output Operations Per Second)
3 I/O Interfaces and Buses
  • Serial vs. Parallel Interfaces
  • PCI and PCIe
  • USB, SATA, NVMe
  • Network Interfaces
4 I/O Controllers and Devices
  • Storage Controllers
  • Graphics Processing Units
  • Network Interface Cards
  • I/O Device Drivers
5 Interrupt Handling
  • Interrupt Types and Sources
  • Interrupt Service Routines
  • Interrupt Controllers
  • Polling vs. Interrupts
08 Parallel Processing and Multicore Architectures
5 topics
1 Parallelism Concepts
  • Instruction-Level Parallelism (ILP)
  • Thread-Level Parallelism (TLP)
  • Data-Level Parallelism (DLP)
  • Task-Level Parallelism
2 Multicore Processor Design
  • Core Microarchitecture
  • Shared vs. Private Caches
  • Interconnection Networks
  • Memory Controllers
3 Symmetric Multiprocessing (SMP)
  • Cache Coherence in SMP
  • Process and Thread Scheduling
  • Load Balancing
  • NUMA (Non-Uniform Memory Access)
4 Hardware Multithreading
  • Fine-Grained Multithreading
  • Coarse-Grained Multithreading
  • Simultaneous Multithreading (SMT)
5 Parallel Programming Models
  • Shared Memory Programming
  • Message Passing
  • Data Parallelism
  • Task Parallelism
09 Specialized Processor Architectures
5 topics
1 Graphics Processing Units (GPUs)
  • GPU Architecture
  • SIMT (Single Instruction, Multiple Threads)
  • Shader Processors
  • Graphics Pipeline
2 Digital Signal Processors (DSPs)
  • DSP Architecture
  • Fixed-Point and Floating-Point DSPs
  • MAC (Multiply-Accumulate) Units
  • DSP Applications
3 Network Processors
  • Packet Processing Pipeline
  • Content-Addressable Memory
  • Traffic Management
  • Network Security Accelerators
4 Application-Specific Processors
  • AI and Machine Learning Accelerators
  • Cryptographic Accelerators
  • Video and Audio Codecs
  • Database Accelerators
5 FPGA and Reconfigurable Computing
  • FPGA Architecture
  • High-Level Synthesis
  • Hardware-Software Co-design
  • Dynamic Reconfiguration
10 System-on-Chip (SoC) Design
5 topics
1 SoC Components
  • Processing Cores
  • Memory Subsystems
  • Peripheral Controllers
  • Accelerators and Coprocessors
2 SoC Interconnects
  • Bus Architectures
  • Crossbar Switches
  • Network-on-Chip (NoC)
  • Point-to-Point Links
3 Power Management
  • Dynamic Voltage and Frequency Scaling (DVFS)
  • Power Gating
  • Thermal Management
  • Energy-Efficient Design
4 SoC Verification
  • Functional Verification
  • Performance Verification
  • Power Verification
  • Formal Verification
5 SoC Design Methodologies
  • IP Core Integration
  • Platform-Based Design
  • Design Space Exploration
  • Hardware-Software Co-design
11 Computer Architecture Performance Analysis
5 topics
1 Performance Metrics
  • Execution Time
  • Throughput
  • CPI (Cycles Per Instruction)
  • IPC (Instructions Per Cycle)
2 Performance Evaluation Techniques
  • Analytical Modeling
  • Simulation
  • Hardware Prototyping
  • Performance Monitoring Counters
3 Benchmarking
  • SPEC Benchmarks
  • PARSEC Benchmarks
  • TPC Benchmarks
  • ML Benchmarks
4 Power and Energy Efficiency
  • Power Consumption Metrics
  • Energy-Delay Product
  • Performance Per Watt
  • Carbon Footprint
5 Cost and Reliability Analysis
  • Area Efficiency
  • Yield and Manufacturing Costs
  • Reliability Metrics
  • Failure Modes and Effects Analysis
12 Advanced Topics in Computer Architecture
5 topics
1 Quantum Computing
  • Qubits and Quantum Gates
  • Quantum Algorithms
  • Quantum Error Correction
  • Quantum Computer Architecture
2 Neuromorphic Computing
  • Spiking Neural Networks
  • Memristive Devices
  • Neuromorphic Processors
  • Brain-Inspired Computing
3 In-Memory Computing
  • Processing-in-Memory (PIM)
  • Near-Data Processing
  • Computational Memory
  • Memory-Centric Architectures
4 Edge Computing
  • IoT Device Architecture
  • Edge AI Processors
  • Low-Power Design Techniques
  • Secure Edge Computing
5 Future Architectures
  • Post-Moore's Law Computing
  • 3D Integration
  • Photonic Computing
  • DNA and Molecular Computing
13 Computer Architecture Case Studies
5 topics
1 Desktop and Server Processors
  • Intel Core and Xeon Architecture
  • AMD Zen Architecture
  • IBM POWER Architecture
  • ARM Neoverse
2 Mobile and Embedded Processors
  • ARM Cortex Processors
  • Apple Silicon
  • Qualcomm Snapdragon
  • RISC-V Implementations
3 High-Performance Computing Systems
  • Supercomputer Architectures
  • Exascale Computing
  • Accelerated Computing Platforms
  • Cluster Computing
4 Cloud Computing Infrastructure
  • Data Center Processors
  • SmartNICs and DPUs
  • Warehouse-Scale Computer Architecture
  • Virtualization Hardware Support
5 Historical and Influential Architectures
  • IBM System/360
  • DEC VAX
  • MIPS R10000
  • DEC Alpha

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