MIT 6.172 Performance Engineering of Software Systems

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MIT 6.172 Performance Engineering of Software Systems

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Instructors: Saman Amarasinghe, Charles Leiserson

This class is a hands-on, project-based introduction to building scalable and high-performance software systems. Topics include performance analysis, algorithmic techniques for high performance, instruction-level optimizations, cache and memory hierarchy optimization, parallel programming, and building scalable distributed systems.

View the complete course: http://ocw.mit.edu/6-172F10

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1:10:12
1

Lec 1 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 14,827 views

Lecture 1: Matrix Multiply: A Case Study
Instructor: Charles Leiserson, Saman Amarasinghe
View the complete course: http://ocw.mit.edu/6-172F10

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1:09:47
2

Lec 2 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 6,079 views

Lecture 2: Bit Hacks
Instructor: Charles Leiserson
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1:17:44
3

Lec 3 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 2,679 views

Lecture 3: Basic Performance Engineering

Instructor: Saman Amarasinghe

View the complete course: http://ocw.mit.edu/6-172F10

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1:04:02
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Lec 4 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 2,496 views

Lecture 4: Computer Architecture and Performance Engineering

Instructor: Saman Amarasinghe, John Dong

View the complete course: http://ocw.mit.edu/6-172F10

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1:42:30
5

Industry mentor overview | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 739 views

Industry mentor (MITPOSSE) overview

Instructor: Saman Amarasinghe, Charles Leiserson, Eirik Bakke

View the complete course: http://ocw.mit.edu/6-172F10

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45:54
6

Lec 5 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 1,397 views

Lecture 5: Performance Engineering with Profiling Tools

Instructor: Reid Kleckner, John Dong, Saman Amarasinghe

View the complete course: http://ocw.mit.edu/6-172F10

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1:21:59
7

Lec 6 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 1,398 views

Lecture 6: C to Assembler

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:16:04
8

Lec 7 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 1,037 views

Lecture 7: Memory Systems and Performance Engineering

Instructor: Saman Amarasinghe

View the complete course: http://ocw.mit.edu/6-172F10

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1:11:14
9

Lec 8 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 1,195 views

Lecture 8: Cache-Efficient Algorithms

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:22:54
10

Lec 9 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 714 views

Lecture 9: Cache-Efficient Algorithms II

Instructor: John Dong, Saman Amarasinghe, Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:18:21
11

Lec 10 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 938 views

Lecture 10: Dynamic Storage Allocation

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:12:55
12

Lec 11 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 726 views

Lecture 11: What Compilers Can and Cannot Do

Instructor: Saman Amarasinghe, Charles Leiserson

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1:25:21
13

Lec 12 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 778 views

Lecture 12: Multicore Programming
Instructor: Charles Leiserson, John Dong
View the complete course: http://ocw.mit.edu/6-172F10

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1:21:49
14

Lec 13 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 920 views

Lecture 13: Parallelism and Performance

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:26:31
15

Lec 14 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 759 views

Lecture 14: Analysis of Multithreaded Algorithms

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:23:47
16

Lec 15 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 1,007 views

Lecture 15: Nondeterministic Programming

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:28:59
17

Lec 16 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 1,315 views

Lecture 16: Synchronizing without Locks

Instructor: Charles Leiserson

View the complete course: http://ocw.mit.edu/6-172F10

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1:04:48
18

Lec 17 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 487 views

Lecture 17: Performance Issues in Parallelization

Instructor: Saman Amarasinghe

View the complete course: http://ocw.mit.edu/6-172F10

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26:26
19

Lec 18 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 653 views

Lecture 18: Primer on Ray Tracing Techniques

Instructor: Joshua Slocum

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1:20:15
20

Lec 19 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 724 views

Lecture 19: How TokuDB Fractal Tree Indexes Work

Instructor: Bradley Kuszmaul

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1:12:24
21

Lec 20 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 828 views

Lecture 20: Distributed Systems

Instructor: Saman Amarasinghe

View the complete course: http://ocw.mit.edu/6-172F10

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1:02:06
22

Lec 21 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 872 views

Lecture 21: Quiz 2 Review

Instructor: John Dong

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1:05:56
23

Lec 22 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 612 views

Lecture 22: A Tale of 10 Bugs: Performance Engineering at Vmware

Instructor: Ravi Soundararajan

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1:10:45
24

Lec 23 | MIT 6.172 Performance Engineering of Software Systems, Fall 2010

by MIT 750 views

Lecture 23: Final Competition and Student Feedback

Instructor: 6.172 students and staff

View the complete course: http://ocw.mit.edu/6-172F10

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