WClasses

CS 631 - Data-Intensive Distributed Analytics

Introduces non-CS major students to infrastructure for data-sensitive analytics, with a focus on abstractions, frameworks, and algorithms that allow developers to distribute computations across many machines. Topics include core concepts (partitioning, replication, locality, consistency), computational models (MapReduce, dataflows, stream processing, bulk-synchronous parallel), and applications.

Prerequisites

Corequisites

None

Antirequisites

None

Offerings

Winter 2025 [1251]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 00162740 / 22
LEC 00287890 / 10

Winter 2024 [1241]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001632620 / 2210:00 - 11:20 T,Th

Fall 2023 [1239]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001657428 / 2810:00 - 11:20 T,Th

Winter 2023 [1231]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001651211 / 1710:00 - 11:20 T,ThMC 2017Dan Holtby

Fall 2022 [1229]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 00177270 / 20

Winter 2022 [1221]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001646119 / 2010:00 - 11:20 T,ThRCH 105Ali Abedi

Fall 2021 [1219]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001694218 / 20 Ali Abedi

Winter 2021 [1211]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 041651215 / 20 Ali Abedi

Fall 2020 [1209]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 041683818 / 20 Ali Abedi

Winter 2020 [1201]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001638517 / 2010:00 - 11:20 T,ThMC 4040Ali Abedi

Fall 2019 [1199]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001908922 / 2011:30 - 12:50 T,ThDWE 3516Ali Abedi

Winter 2019 [1191]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 001633414 / 2010:00 - 11:20 T,ThOPT 1129Adam Micheal Roegiest

Winter 2018 [1181]

SectionClassEnrolledTimeDaysLocationInstructor
LEC 00183268 / 1014:30 - 15:50 T,ThRCH 307Kenneth Salem

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CS 631 leads to