Spring 2027

Advanced Topics in Computer Architecture

Advanced topics in computer architecture exploring implications of changes in application demands, software paradigms, and hardware implementation technologies.

no offering record for this termCredits unavailable
Recorded instructors · Spring 2027 No instructors listed

Summary

1 / 5

Past student reviews · Matthew Sinclair

Students described the homework assignments as a little crazy, indicating a demanding workload for the term.

Grade history

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average GPA
letter grades
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AB
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Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
COMPSCI 758

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree
  • Graduate/professional standing

Professors

Spring 2027

No instructors recorded for this selection.

Historical instructors & teaching patterns

MATT SINCLAIR is recorded teaching in Fall 2019. Recorded history may be incomplete and does not establish a future schedule.

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Spring 2027

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SectionModeEnrolled / capacityWaitlist

Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.

Meeting source records
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Student experience

the class

Past student reviews · Matthew Sinclair

The instructor demonstrated a strong commitment to student support, offering consistent help and encouragement despite a challenging course structure.

Recent recorded grades — Spring 2022: 3.96 GPA, 100.0% A/AB (n=13 letter grades); Fall 2023: 4.00 GPA, 100.0% A/AB (n=18 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=11 letter grades).

difficulty & workload

Past student reviews · Matthew Sinclair

Students described the homework assignments as a little crazy, indicating a demanding workload for the term.

Past student reviews · Matthew Sinclair

While some found the teaching style less humorous, the instructor was perceived as a nice guy who put significant effort into teaching.

Topics

  • Implications of evolutionary and revolutionary changes in application demands, software paradigms, and hardware implementation technologies to architecture

Grades

Latest available · Fall 2025— not enough history to project Spring 2027.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2025

More grade details Grade mix, volume & source data

Not enough comparable courses for Spring 2027 in UW–Madison.

Sources & history

UW–Madison

Catalog & offerings

Descriptions, prerequisites, and recorded course offerings.

Catalog observation history

Observations at scan time; dates do not imply when a catalog change took effect.

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Selected offering source records

No offering records for the selected term.

Raw records 
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Student reviews

Original comments behind the course and instructor summaries.

Read original reviews
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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

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Dataset & model

Recorded 2026-10-14

View the dataset on Hugging Face
Model outputs & technical records
Qwen/Qwen3.8-27B
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "0d5e59800b8253dfb4902de9bf6be1ef431b24a5f950dd947299cd0631bcdb8e",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}