The schedule is also available as an ical file that you can subscribe to.
Lectures and projects can only be accessed by clients with a CMU IP address. CMU students who are off campus can use Cisco AnyConnect VPN to obtain a CMU IP. Most readings require that you have access to ACM or IEEE's digital library. You will automatically have access if you are using a client with a CMU IP.
| Lecture | Date | Lecturer | Topics | Required readings | Optional readings | Notes |
|---|---|---|---|---|---|---|
| Mon 01/17 | None | No class (MLK day) |
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| 1 | Wed 01/19 | Greg and Majd | Introduction, Use cases, and Elasticity [pdf] |
Armbrust2010, NISTdef2011, Vaquero11 | NISTref2011, Rackspace12, Shafii12, DeanSOSP2015, Cano2016, Vieira12, Vogels16, Clarke12, reiss12, Ferguson12, Rajagopalan13, Das13 | |
| 2 | Mon 01/24 | Majd | Building a Carnegie Mellon cloud and Openstack [pdf] |
sotomayor2009 | Nurmi09, Chase07, OpenStack16 | |
| 3 | Wed 01/26 | Michael Kozuch (Intel Labs, guest) | Encapsulating computation [pdf] |
Barham03 | Felter14, Goldberg74, Chen01, Agesen10, Wang16 | |
| 4 | Mon 01/31 | Majd | Programming Models and Frameworks I [pdf] |
Dean2004, Zaharia10 | Yu08, Abadi16 | |
| 5 | Wed 02/02 | Greg | Programming Models and Frameworks II [pdf] |
Li14 | Abadi16, Narayanan19 | |
| 6 | Mon 02/07 | Greg | Cloud storage [pdf] |
Shvachko10 | Ghemawat03, Thereska13, Alba14, Gao09, Harter16, Kadekodi18, Park20 | |
| 7 | Wed 02/09 | Greg and Majd | Data lakes and warehouses [pdf] |
Armbrust21 | Tekiner21, Ramakrishnan17, AWSWhitepaper21 | |
| 8 | Mon 02/14 | Greg | Tail latency & interference [pdf] |
Dean13 | Xu13 | |
| 9 | Wed 02/16 | Greg | Geo-replication [pdf] |
Lloyd13 | Azure11, Lloyd13a, Baillis13, DeCandia07, Corbett13 | |
| 10 | Mon 02/21 | Michael Kaminsky (BrdgAI/CMU, guest) | Key-Value Stores [pdf] |
Andersen09 | Fan13 | |
| 11 | Wed 02/23 | Padmanabhan (Babu) Pillai (Intel Labs, guest) | Mobility and the Cloud [pdf] |
Satyanarayanan09 | Clinch12, Ha13, Simoens13, Ha13a | |
| Mon 02/28 | All | Exam 1 |
Exam1 S19 Q, Exam1 S20 Q, Exam1 S21 Q | Exam1 S19 A, Exam1 S20 A, Exam1 S21 A | Exam 1 covers all material up to and including the week before the exam, including the projects. Try taking the Practice exams without looking at the answers. | |
| Wed 03/02 | None | No class (time for P2.2) |
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| Mon 03/07 | None | No class (Spring break) |
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| Wed 03/09 | None | No class (Spring break) |
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| Mon 03/14 | All | Exam 1 Review |
Exam1 Solutions | |||
| 12 | Wed 03/16 | Greg and Majd | Scheduling I [pdf] |
Gulati12 | Tumanov16, Jyothi16, Reiss12 | |
| 13 | Mon 03/21 | Majd and Hojin | Kubernetes [pdf] |
Burns2016 | Qiao21 | |
| 14 | Wed 03/23 | Majd | MapReduce scheduling [pdf] |
Dean2004 | ||
| 15 | Mon 03/28 | Rimma Nehme (Microsoft Azure, guest) | Singularity I |
Shukla22 | Qiao21 | |
| 16 | Wed 03/30 | Greg and Majd | Scheduling II [pdf] |
Vavilapalli13, Hindman11 | Schwarzkopf13, Karanasos15 | |
| 17 | Mon 04/04 | Carlos Costa (Research Staff Member, IBM) | IBM Serverless for AI and HPC [pdf] |
Jonas2019 | Stoica2020 | |
| 18 | Wed 04/06 | Greg | Diagnosis via monitoring & tracing [pdf] |
Sambasivan16 | Massie04, Sigelman10, Chow14, Gan21 | |
| 19 | Mon 04/11 | Ippokratis Pandis (Senior Principal Engineer, Amazon Web Services) | Practical use of machine Learning in Amazon Redshift |
Armenatzoglou2022 | Gupta2015, Cai2018, Verbitski2017, Verbitski2018, Dageville2016, Parchas2020 | |
| 20 | Wed 04/13 | Michael Kuchnik, Hojin Park | Auto-tuning research [pdf] |
Kuchnik22 | Mahgoub20, Klimovic18 | |
| 21 | Mon 04/18 | Alex Garthwaite (VMware, guest) | vSAN by way of RADIO [pdf] |
Fink2017, Gupta2017, vSAN-Note | Aguilera2017, Kashyap2019, Calciu2019, Amit2020, Smolyar2020, Panwar2021, Calciu2021 | |
| 22 | Wed 04/20 | Rimma Nehme (Microsoft Azure, guest) | Singularity II |
Shukla22 | Qiao21 | |
| Mon 04/25 | All | Exam 2 Q & A |
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| Wed 04/27 | All | Exam 2 |
Exam2 S19 Q, Exam2 S20 Q, Exam2 S21 Q | Exam2 S19 A, Exam2 S20 A, Exam2 S21 A | Exam 2 covers all material up to and including the week before the exam, including the projects. Try taking the Practice exams without looking at the answers. | |
| Sun 05/08 | None | Exam 2 Solution |
Exam2 Solutions |
Last updated: 2022-05-08 16:43:56 -0400