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Systems for Scalable Analytics

DSC 102, Spring 2023 at UC San Diego

Rod Albuyeh

Rod Albuyeh

Instructor

ralbuyeh@ucsd.edu

Lecture: Tu/Thu 8:00am-9:20am; MANDE B-210

Office Hours: Thu 9:30am-10:30am; SDSC 2nd Floor @ HDSI Lounge

One more extra credit opportunity: 90%+ CAPE response rate for class yields 0.5% collective boost to final score.

Click the ๐Ÿ“บ icons below to view lecture recording.

Week 1

Tue Apr 4

LEC 0 Introduction

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SUR Beginning of Quarter Survey

Thu Apr 6

LEC 1 Computer Organization Part 1-a

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READ Ch. 1, 2.1-2.3, 2.12, 4.1, and 5.1-5.5 of CompOrg Book

Week 4

Tue Apr 25

LEC 6 Basics of Cloud Computing

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Thu Apr 27

LEC 7 Parallel and Scalable Data Processing: Basics

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READ Ch. 12.2, 14.1.1.1, 14.6, 22.1-22.3, 22.4.1, 22.8 of Cow Book

READ Ch. 5, 6.1, 6.3, 6.4 of MLSys Book

Week 6

Tue May 9

LEC 10 Midterm Review

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Thu May 11

EXAM No Content Posted - In-Class Exam

Week 7

Tue May 16

LEC 11 Scalable Data Access (continued)

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READ Ch. 9.4, 12.2, 14.1.1, 14.6, 22.1-22.3, 22.4.1, 22.8 of Cow Book

READ Ch. 5, 6.1, 6.3, 6.4 of MLSys Book

Thu May 18

LEC 12 Industry Guest Talk: Jules Damji

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Week 9

Tue May 30

LEC 15 Dataflow Systems

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READ Ch. 2.2 of MLSys Book

WATCH Task Graph Review

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Thu Jun 1

LEC 16 Dataflow Systems (continued)

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Week 10

Tue Jun 6

LEC 17 Model Building

READ Ch. 8.1 and 8.3 of MLSys Book