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Computer Architecture

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Intermediate · ~25 h · 86 lessons · 8 sections

Understand pipelines, caches and memory systems that set performance.

Start courseArchitecture Metrics Reference

Course map

  1. Architecture Metrics Reference
    1 lesson

    Starts with Architecture Metrics Reference

  2. Workload Taxonomy for Architects
    1 lesson

    Starts with Workload Taxonomy for Architects

  3. Architecture Glossary
    1 lesson

    Starts with Architecture Glossary

  4. Computer Architecture Cheatsheet
    1 lesson

    Starts with Computer Architecture Cheatsheet

  5. Pipeline Fundamentals
    14 lessons

    Starts with The Five-Stage Datapath

  6. Memory Hierarchy
    15 lessons

    Starts with Address Decode and the Access Path

  7. NoC and Interconnect Architecture
    6 lessons

    Starts with Topology Families Compared

  8. Coherency and Memory Ordering
    9 lessons

    Starts with MESI States and the Single-Writer Invariant

  9. Performance Analysis
    9 lessons

    Starts with What a PMU Counts

  10. Accelerator Architectures
    6 lessons

    Starts with When an Accelerator Pays Off

  11. SoC Architecture Tradeoffs
    9 lessons

    Starts with PPA Budget Ledger

  12. Architecture Interview Prep
    14 lessons

    Starts with Architecture Whiteboard Framework

About this course

This course connects each workload to the structure it stresses and the metric that exposes the bottleneck. Sixteen topics and eighty-two lessons cover that chain from pipeline to signoff.

Workload to structure to metric map across the six workload classes.
Workload classes map to structures and then to metrics. Read every part through this map.

The eight parts

Part

Topics

Lessons

Content

Pipeline Fundamentals

3

14

How pipelines, branches, and out-of-order issue set IPC.

Memory Hierarchy

3

15

Caches, bandwidth, and virtual memory from AMAT to TLB reach.

NoC Interconnect

1

6

Topology, routing, flow control, and QoS for on-chip networks.

Coherency and Ordering

2

9

MESI sharing costs and what each memory model guarantees.

Performance Analysis

2

9

Counters, top-down triage, roofline bounds, and tuning moves.

Accelerator Architectures

1

6

When accelerators win, dataflow contracts, locality, and integration.

SoC Architecture Tradeoffs

2

9

PPA budgets, power and energy, floorplans, and signoff gates.

Interview Prep

2

14

Whiteboard method, worked scenarios, and a deduplicated Q and A bank.

Interview in two weeks

Days

Focus

Exit check

1-2

Pipeline Throughput, Branch Prediction and Fetch

Derive CPI from a stall breakdown.

3-5

Caches, Memory Bandwidth and Latency

Size a cache level with AMAT and MPKI.

6-8

Performance Method, Roofline and Tuning

Place a kernel on its roofline.

9-11

Cache Coherence for the Architect, Memory Ordering Models

Trace a sharing miss to its traffic.

12-14

Interview Method and Worked Scenarios, Architecture Interview Q and A Bank

Close a whiteboard answer with numbers.

Practitioner in six weeks

Week

Focus

Exit check

1

Pipeline Throughput, Branch Prediction and Fetch, Out-of-Order Superscalar Execution

Attribute an IPC gap to frontend, backend, or memory.

2

Caches, Memory Bandwidth and Latency, Virtual Memory and the TLB

Triage a miss storm by capacity, conflict, or translation.

3

On-Chip Networks, Cache Coherence for the Architect, Memory Ordering Models

Separate fabric stalls from sharing costs.

4

Performance Method, Roofline and Tuning

Run one-experiment triage on a live workload.

5

Accelerators for the Architect, PPA at System Level, Power and Energy for the Architect

Defend an offload and its budget impact.

6

Interview Method and Worked Scenarios, Architecture Interview Q and A Bank

Present a full metric to validation story.

How to use this course

For each topic, write one line naming the workload, the metric, the mechanism, the cheapest experiment, and the validation. That order is the whole method: metric, mechanism, experiment, change, validation.

Tip

Name the workload before quoting any number. IPC, MPKI, and bandwidth are meaningless without one.

Check yourself A workload slows down after a layout change. What is your first sentence?

Name the workload and the moved metric, then the suspect mechanism. Performance Method builds the full triage.

Interview

Strong answers follow one pattern: workload and metric, mechanism, cheapest experiment, change with PPA impact, validation. Weak answers skip to the change.

Related topics

  • Metrics Reference
  • Workload Taxonomy
  • Glossary
  • Cheatsheet
Open question bankPractice questions for this track