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There are also a few optional textbooks that we will draw from during the course. You are encouraged to get copies of any or all of these books. They will serve as useful references both during and after this course:
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Week | Day | Date (2022) | Lecture | Assigned Reading | Assigned Videos (see Canvas site for video links) | In-class Worksheets | Slides | Work Assigned | Work Due | Worksheet Solutions | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Mon | Jan 10 | Lecture 1: Introduction |
| worksheet1 | lec1-slides |
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| WS1-solution | |||||||||||||||
| Wed | Jan 12 | Lecture 2: Functional Programming | GList.java | worksheet2 | lec02-slides |
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| WS2-solution | |||||||||||||||
| Fri | Jan 14 | Lecture 3: Higher order functions | worksheet3 | lec3-slides |
| WS3-solution | ||||||||||||||||||
2 | Mon | Jan 17 | No class: MLK | |||||||||||||||||||||
| Wed | Jan 19 | Lecture 4: Lazy Computation | LazyList.java Lazy.java | worksheet4 | lec4-slides | WS4-solution | |||||||||||||||||
| Fri | Jan 21 | Lecture 5: Java Streams | worksheet5 | lec5-slides | Homework 1 | WS5-solution | |||||||||||||||||
| 3 | Mon | Jan 24 | Lecture 6: Map Reduce with Java Streams | Module 1: Section 2.4 | Topic 2.4 Lecture, Topic 2.4 Demonstration | worksheet6 | lec6-slides |
| WS6-solution | |||||||||||||||
| Wed | Jan 26 | Lecture 7: Futures | Module 1: Section 2.1 | Topic 2.1 Lecture , Topic 2.1 Demonstration | worksheet7 | lec7-slides |
| WS7-solution | |||||||||||||||
| Fri | Jan 28 | Lecture 8: Computation Graphs, Ideal Parallelism | Module 1: Sections 1.2, 1.3 | Topic 1.2 Lecture, Topic 1.2 Demonstration, Topic 1.3 Lecture, Topic 1.3 Demonstration | worksheet8 | lec8-slides | WS8-solution | ||||||||||||||||
4 | Mon
| Jan 31 | Lecture 9: Async, Finish, Data-Driven Tasks | Module 1: Section 1.1, 4.5
| Topic 1.1 Lecture, Topic 1.1 Demonstration, Topic 4.5 Lecture, Topic 4.5 Demonstration | worksheet9 | lec9-slides | WS9-solution | ||||||||||||||||
| Wed | Feb 02 | Lecture 10: Event-based programming model
| worksheet10 | lec10-slides | WS10-solution | |||||||||||||||||||
| Fri | Feb 04 | Lecture 11: GUI programming as an example of event-based, futures/callbacks in GUI programming | worksheet11 | lec11-slides | Homework 2 | Homework 1 | WS11-solution | |||||||||||||||||
| 5 | Mon | Feb 07 | Lecture 12: Scheduling/executing computation graphs Abstract performance metrics | Module 1: Section 1.4 | Topic 1.4 Lecture , Topic 1.4 Demonstration | worksheet12 | lec12-slides | WS12-solution | ||||||||||||||||
| Wed | Feb 09 | Lecture 13: Lightweight task parallelism. Finish/async Parallel Speedup, Critical Path, Amdahl's Law | Module 1: Section 1.15 | Topic 1.1 5 Lecture , Topic 1.1 5 Demonstration | worksheet13 | lec13-slides | WS13-solution | ||||||||||||||||
| Fri | Feb 11 | No class: Spring Recess
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| 6 | Mon | Feb 14 | Lecture 14: Parallel Speedup, Critical Path, Amdah's Law Accumulation and reduction. Finish accumulators | Module 1: Section 12.53 | Topic 12.5 3 Lecture Topic 12.5 3 Demonstration | worksheet14 | lec14-slides | WS14-solution | ||||||||||||||||
| Wed | Feb 16 | Lecture 15: Recursive Task Parallelism | worksheet15 | lec15-slides |
| WS15-solution | |||||||||||||||||
| Fri | Feb 18 | Lecture 16: Accumulation and reduction. Finish accumulatorsData Races, Functional & Structural Determinism | Module 1: Section Sections 2.5, 2.36 | Topic 2.3 5 Lecture , Topic 2.3 Demonstration5 Demonstration, Topic 2.6 Lecture, Topic 2.6 Demonstration | worksheet16 worksheet16 | lec16-slides | Homework 3 | Homework 2 | WS16-solution | |||||||||||||||
7 | Mon | Feb 21 | Lecture 17: Midterm Review | lec17-slides | ||||||||||||||||||||
| Wed | Feb 23 | Lecture 18: Limitations of Functional parallelism. | worksheet18 | lec18-slides | WS18-solution | ||||||||||||||||||
| Fri | Feb 25 | Lecture 19: Data Races, Functional & Structural Determinism Fork/Join programming model. OS Threads. Scheduler Pattern | Module 1: Sections 2.5, 2.6 | Topic 2.5 7 Lecture, Topic 2.5 7 Demonstration, Topic 2.6 8 Lecture, Topic 2.6 8 Demonstration, | worksheet19 | lec19-slides | WS19-solution | ||||||||||||||||
8 | Mon | Feb 28 | Lecture 20: Confinement & Monitor Pattern. Critical sections | Module 2: Sections 5.1, 5.2, 5.6 | Topic 5.1 Lecture, Topic 5.1 Demonstration, Topic 5.2 Lecture, Topic 5.2 Demonstration, Topic 5.6 Lecture, Topic 5.6 Demonstration | worksheet20 | l ec20lec20-slides | WS20-solution | ||||||||||||||||
| Wed | Mar 02 | Lecture 21: N-Body problem, applications and implementations | Atomic variables, Synchronized statements | Module 2: Sections 5.4, 7.2 | Topic 5.4 Lecture, Topic 5.4 Demonstration, Topic 7.2 Lecture | worksheet21 | lec21-slides | WS21-solution | |||||||||||||||
| Fri | Mar 04 | Lecture 22: Fork/Join programming model. OS Threads. Scheduler Pattern | Module 2: Sections 2.7, 2.8 | Parallel Spanning Tree, other graph algorithms | Topic 2.7 Lecture, Topic 2.7 Demonstration, Topic 2.8 Lecture, Topic 2.8 Demonstration, | worksheet22 | lec22-slides | Homework 4 | Homework 3 | WS22-solution | |||||||||||||
9 | Mon | Mar 07 | Lecture 23: Locks, Atomic variables Java Threads and Locks | Module 2: Sections 7.1, 7.3 | Topic 7.3 Lecture 1 Lecture, Topic 7.3 Lecture | worksheet23 | lec23-slides |
| WS23-solution | |||||||||||||||
| Wed | Mar 09 | Lecture 24: Parallel Spanning Tree, other graph algorithms | Java Locks - Soundness and progress guarantees | Module 2: 7.5 | Topic 7.5 Lecture | worksheet24 | lec24-slides |
| WS24-solution | ||||||||||||||
| Fri | Mar 11 | Lecture 25: Linearizability of Concurrent Objects Dining Philosophers Problem | Module 2: 7.46 | Topic 7.4 6 Lecture | worksheet25 | lec25-slides |
| WS25-solution | |||||||||||||||
Mon | Mar 14 | No class: Spring Break |
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| Wed | Mar 16 | No class: Spring Break |
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| Fri | Mar 18 | No class: Spring Break |
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10 | Mon | Mar 21 | Lecture 26: Java Locks - Soundness and progress guarantees | Module 2: 7.5 | N-Body problem, applications and implementations | Topic 7.5 Lecture | worksheet26 | lec26-slides | WS26-solution | |||||||||||||||
| Wed | Mar 23 | Lecture 27: Dining Philosophers Problem Read-Write Locks, Linearizability of Concurrent Objects | Module 2: 7.3, 7.64 | Topic 7.4 3 Lecture, Topic 7.6 4 Lecture | worksheet27 | lec27-slides |
| WS27-solution | |||||||||||||||
| Fri | Mar 25 | Lecture 28: Read-Write Pattern. Read-Write Locks. Fairness & starvation | Module 2: 7.3, 7.5 | Message-Passing programming model with Actors | Module 2: 6.1, 6.2 | Topic 6.1 Lecture, Topic 6.1 Demonstration, Topic 6.2 Lecture, Topic 6.2 Demonstration Topic 7.3 Lecture, Topic 7.5 Lecture, | worksheet28 | lec28-slides |
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| WS28-solution | ||||||||||||
11 | Mon | Mar 28 | Lecture 29: Task Affinity and locality. Memory hierarchy | worksheet29 | Active Object Pattern. Combining Actors with task parallelism | Module 2: 6.3, 6.4 | Topic 6.3 Lecture, Topic 6.3 Demonstration, Topic 6.4 Lecture, Topic 6.4 Demonstration | worksheet29 | lec29-slides |
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| WS29-solution | ||||||||||||
| Wed | Mar 30 | Lecture 30: Reactor Pattern. Web servers Task Affinity and locality. Memory hierarchy | worksheet30 | lec30-slides |
| WS30-solution | |||||||||||||||||
| Fri | Apr 01 | 12 | Mon | Apr 04 | Lecture 32: Data-Parallel Programming model. Loop- Lecture 31: Scan Pattern. Parallel Prefix Sum, uses and algorithms | worksheet31 | lec31-slides | Homework 5 | Homework 4 | Data-Parallel Programming model. Loop-Level Parallelism, Loop Chunking | Module 1: Sections 3.1, 3.2, 3.3 | Topic 3.1 Lecture, Topic 3.1 Demonstration , Topic 3.2 Lecture, Topic 3.2 Demonstration, Topic 3.3 Lecture, Topic 3.3 Demonstration | worksheet32worksheet31 | lec32lec31-slides | Homework 5 |
| Homework 4 | WS31-solution | |||||
12 | WedMon | Apr 0604 | Lecture 3332: Barrier Synchronization with phasersPhasers | Module 1: Section 3.4 | Topic 3.4 Lecture Lecture, Topic Topic 3.4 Demonstration | worksheet33worksheet32 | lec33lec32-slides |
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| WS32-solution | ||||||||||||||
| FriWed | Apr 0806 | Lecture 3433: Stencil computation. Point-to-point Synchronization with Phasers | Module 1: Section 4.2, 4.3 | Topic 4.2 Lecture, Topic 4.2 Demonstration, Topic 4.3 Lecture, Topic 4.3 Demonstration | worksheet34worksheet33lec34 | lec33-slides |
| WS33-solution | |||||||||||||||
| 13 | MonFri | Apr 1108 | Lecture 35: Message-Passing programming model with Actors | Module 2: 6.1, 6.2 | 34: Fuzzy Barriers with Phasers | Module 1: Section 4.1 | Topic 4Topic 6.1 Lecture, Topic 64.1 Demonstration | worksheet34 | lec34-slides |
| WS34-solution | ||||||||||||
13 | Mon | Apr 11 | Lecture 35: Eureka-style Speculative Task Parallelism | , Topic 6.2 Lecture, Topic 6.2 Demonstration | worksheet35 | lec35-slides |
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| WS35-solution | |||||||||||||||
| Wed | Apr 13 | Lecture 36: Active Object Pattern. Combining Actors with task parallelism | Module 2: 6.3, 6.4 | Lecture 36: Scan Pattern. Parallel Prefix Sum | Topic 6.3 Lecture , Topic 6.3 Demonstration , Topic 6.4 Lecture, Topic 6.4 Demonstration | worksheet36 | lec36-slides | WS36-solution | ||||||||||||||||
| Fri | Apr 15 | Lecture 37: Eureka-style Speculative Task Parallelism Parallel Prefix Sum applications | worksheet37 | lec37-slides | ||||||||||||||||||||
| 14 | Mon | Apr 18 | Lecture 38: Overview of other models and frameworks | lec38-slides | ||||||||||||||||||||
| Wed | Apr 20 | Lecture 39: Course Review (Lectures 19-38) | lec39-slides | |||||||||||||||||||||
| Fri | Apr 22 | Lecture 40: Course Review (Lectures 19-38) | lec40-slides | Homework 5 |
Lab Schedule
Lab # | Date (2022) | Topic | Handouts | Examples | |
|---|---|---|---|---|---|
1 | Jan 10 | Infrastructure setup | lab0-handout lab1-handout | ||
| -2 | Jan 17 | Functional Programming | lab2-handout | ||
-3 | Jan 24 | Java Streams | lab3-handout | ||
| -4 | Jan 31 | Futures | lab4-handout | ||
-5 | Feb 07 |
| Data-Driven Tasks | lab5-handout | |
| -6 | Feb 14 |
| Async / Finish | lab6-handout | |
| - | Feb 21 | No lab this week (Midterm) | |||
| -7 | Feb 28 | Recursive Task Cutoff Strategy | lab7-handout | ||
| -8 | Mar 07 | Java Threads | lab8-handout | ||
- | Mar 14 | No lab this week (Spring Break) | |||
| -9 | Mar 21 | Concurrent Lists | lab9-handout | ||
| -10 | Mar 28 | Actors | lab10-handout | ||
| -11 | Apr 04 |
| Loop Parallelism | lab11-handout | |
- | Apr 11 | No lab this week | |||
- | Apr 18 | No lab this week |
Grading, Honor Code Policy, Processes and Procedures
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