Tentative Schedule
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 |
|---|---|---|---|---|---|---|
| 1 | Mon 02/01 | All | Introduction and Use cases [pdf] | Armbrust2010, NISTdef2011 | NISTref2011, Rackspace12, Shafii12, DeanSOSP2015, Cano2016, Vieira12, Vogels16, Clarke12, reiss12 | |
| 2 | Wed 02/03 | Greg | Elasticity [pdf] | Vaquero11 | Ferguson12, Rajagopalan13, Das13 | Only Sections 1-6 from Das13 are suggested. Slides for Project 1.1 are available here. |
| 3 | Mon 02/08 | Majd and George | Building a Carnegie Mellon cloud and Openstack [pdf] | sotomayor2009 | Nurmi09, Chase07, OpenStack16 | |
| 4 | Wed 02/10 | Michael Kozuch (Intel Labs, guest) | Encapsulating computation [pdf] | Barham03 | Felter14, Goldberg74, Chen01, Agesen10, Wang16 | Slides for Project 1.2 are available here. |
| 5 | Mon 02/15 | Majd and George | Programming Models and Frameworks I [pdf] | Dean2004, Zaharia10 | Yu08, Abadi16 | |
| 6 | Wed 02/17 | Greg | Programming Models and Frameworks II [pdf] | Li14 | Abadi16, Narayanan19 | Slides for Project 1.3 are available here. |
| 7 | Mon 02/22 | George | Storage in the cloud I [pdf] | Ghemawat03 | Beaver10, Abe10 | Slides for Project 2.1 are available here. |
| 8 | Wed 02/24 | Greg | Storage in the cloud II [pdf] | Klimovic18 | Alba14, Gao09, Harter16, Kadekodi18, Park20 | |
| 9 | Mon 03/01 | Greg | Tail latency & interference [pdf] | Dean13 | Xu13 | Storage in the cloud II content will be presented as part of this lecture, so readings from the previous lecture apply here. Slides for Project 2.2 are available here. |
| 10 | Wed 03/03 | Greg | Geo-replication [pdf] | Lloyd13 | Azure11, Lloyd13a, Baillis13, DeCandia07 | Only Chapters 1-3 from Lloyd13. |
| 11 | Mon 03/08 | Padmanabhan (Babu) Pillai (Intel Labs, guest) | Mobility and the Cloud [pdf] | Satyanarayanan09 | Clinch12, Ha13, Simoens13, Ha13a | Only Sections 1-3 from Ha13 are suggested. Slides for Project 2.3 are available here. |
| 12 | Wed 03/10 | Michael Kaminsky (BrdgAI/CMU, guest) | Key-Value Stores [pdf] | Andersen09 | Fan13 | |
| Mon 03/15 | All | Exam 1 Q & A | ||||
| Wed 03/17 | All | Exam 1 | Exam1 F13 Q, Exam1 F14 Q, Exam1 S16 Q, Exam1 S17 Q, Exam1 S18 Q, Exam1 S19 Q, Exam1 S20 Q | Exam1 F13 A, Exam1 F14 A, Exam1 S16 A, Exam1 S17 A, Exam1 S18 A, Exam1 S19 A, Exam1 S20 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. | |
| Mon 03/22 | All | Exam 1 Review | Exam1 Solutions | |||
| 13 | Wed 03/24 | Greg and Majd | Scheduling I [pdf] | Gulati12 | Tumanov16, Jyothi16, Reiss12 | |
| 14 | Mon 03/29 | Majd and Aurick | Kubernetes [pdf] | Burns2016 | Slides for Project 3.0 are available here. | |
| 15 | Wed 03/31 | Greg and Majd | Scheduling II [pdf] | Vavilapalli13, Hindman11 | Schwarzkopf13, Karanasos15 | |
| Mon 04/05 | None | No class (Break day) | ||||
| 16 | Wed 04/07 | George | Reliability & fault tolerance [pdf] | Schneider90 | Candea04, Vishwanath10, Schroeder07 | |
| 17 | Mon 04/12 | Greg | Diagnosis via monitoring & tracing [pdf] | Sambasivan16 | Massie04, Sigelman10, Chow14 | |
| 18 | Wed 04/14 | Ippokratis Pandis (Senior Principal Engineer, Amazon Web Services) | Practical use of machine Learning in Amazon Redshift | Gupta2015 | Cai2018, Verbitski2017, Verbitski2018, Dageville2016, Parchas2020 | |
| 19 | Mon 04/19 | Alex Garthwaite (VMware, guest) | vSAN by way of RADIO | Fink2017, Gupta2017, vSAN-Note | Aguilera2017, Kashyap2019, Calciu2019, Amit2020, Smolyar2020, Panwar2021, Calciu2021 | Slides for Project 3.2 are available here. |
| 20 | Wed 04/21 | George | Networking [pdf] | Greenberg09, Mysore09 | Jain13, koponen10, Vasudevan09, Singh15 | Only Section 3 from Greenberg09, Sections 1-2 from Mysore09, Sections 1-4 from Jain13. |
| 21 | Mon 04/26 | Carlos Costa (Research Staff Member, IBM) | Building a next-generation serverless platform for converged AI/ML workflows | Jonas2019 | Stoica2020 | |
| 22 | Wed 04/28 | Mark Russinovich (CTO, Microsoft Azure) | Inside Azure Datacenter Architecture | Bianchini2020 | Russinovich-Eurosys2021, Russinovich-Queue2021, Cortez2017 | |
| 23 | Mon 05/03 | All | Exam 2 Q & A | |||
| Wed 05/05 | All | Exam 2 | Exam2 F13 Q, Exam2 F14 Q, Exam2 F14 2 Q, Exam2 S16 Q, Exam2 S17 Q, Exam2 S18 Q, Exam2 S19 Q, Exam2 S20 Q | Exam2 F13 A, Exam2 F14 A, Exam2 F14 2 A, Exam2 S16 A, Exam2 S17 A, Exam2 S18 A, Exam2 S19 A, Exam2 S20 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. |
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