October 2019 - Stack@CS Reading Group

[Sysreading] SRG for 10/29: ML at Google
by James Davis 27 Oct '19

27 Oct '19

Hey folks, This week we will continue our study of ML in production. *What*: Data Validation For Machine Learning (Google, SysML'19) *When*: Tuesday 29 October, 12-1 *Where*: KW2 2225 Please RSVP here <https://docs.google.com/spreadsheets/d/1OgvGVVvWLvt3WcZmyYaSlTriP0SaKryj8yo…> so I can buy enough food. See you then! ~Jamie -- Jamie Davis PhD candidate, Computer Science. 2015-2020 Virginia Tech http://people.cs.vt.edu/~davisjam/

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[Sysreading] SRG for 10/22: ML in Production #2
by James Davis 20 Oct '19

20 Oct '19

Hi folks, Next week we'll cover part 2 of our "ML in Production" series. *What*: ML in production #2 (@Google @Facebook) *When*: Tues. 22 October 2019, 12-1 *Where*: KW2 2225 *Papers*: See the RSVP link. Please RSVP here <https://docs.google.com/spreadsheets/d/1MsqlbIBoAg5N4vu7BfW7cqsrzLT5oMQnalE…>. Includes links to the papers, the writeups on TMP, videos of talks, and slides. Cheerio, Jamie -- Jamie Davis PhD student, Computer Science, 2015-? Virginia Tech http://people.cs.vt.edu/~davisjam/

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[Sysreading] SRG for 10/15: ML in production #1
by James Davis 14 Oct '19

14 Oct '19

Hi folks, This week we will start a two-week trip through ML in production. *Topic*: ML in production #1 *Paper*: Software Engineering for Machine Learning: A Case Study <https://www.microsoft.com/en-us/research/uploads/prod/2019/03/amershi-icse-…> (Amershi et al., ICSE'19) *Where*: KW2 2225 *When*: Tuesday October 15, 12-1 Please RSVP here <https://docs.google.com/spreadsheets/d/17hBewDQ5QiWikg0qfEbDhSuQ4o9FipSf4EJ…> so I can buy enough food. Cheerio, Jamie -- Jamie Davis PhD student, Computer Science, 2015-? Virginia Tech http://people.cs.vt.edu/~davisjam/

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[Sysreading] SysReading for 10/8: Memory Underutilization (MICRO'19)
by James Davis 06 Oct '19

06 Oct '19

Hey folks, This week Da Zhang from Dr. Jian's lab will do a practice talk for the work *Quantifying Memory Underutilization in HPC Systems and Using it to Improve Performance via Architecture Support <http://people.cs.vt.edu/xunj/publications/heap_lab_MICRO2019.pdf> * (MICRO'19). *What*: Practice talk by Da *When*: Tuesday 10/8 12-1 PM *Where*: KW2 2225 Please RSVP here <https://docs.google.com/spreadsheets/d/1X-VQEVKyHFHigtIP-Cm2m4uSHdzSRI_iJjB…> so I can buy sufficient food. ~Jamie -- Jamie Davis PhD student, Computer Science, 2015-? Virginia Tech http://people.cs.vt.edu/~davisjam/

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[Sysreading] Reading group for 10/1: Graph processing
by James Davis 30 Sep '19

30 Sep '19

Hey folks, Apologies for the late notice. Reading group tomorrow will cover graph processing. *When*: Tuesday, 12-1 *Where*: KW2 2225 *Topic*: Graph processing on emerging devices *Paper: *Large-Scale Graph Processing on Emerging Storage Devices <https://www.usenix.org/conference/fast19/presentation/elyasi>. It's short, give it a skim! Please RSVP here <https://docs.google.com/spreadsheets/d/1OE0iBojpB5Ixngpui4pFkMpMLSqDiLEqsJ2…> so I can order enough food. ~Jamie -- Jamie Davis PhD student, Computer Science, 2015-? Virginia Tech http://people.cs.vt.edu/~davisjam/

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