Cloud 3.0 Infrastructure

Schedule

Reading List

• Thu 01/25 -- Lecture 1: Introduction.
  
  • Keshav, S.
    How to read a paper
    In SIGCOMM Comput. Commun. Rev., 2007, pages 83--84
    
  • Michael J. Hanson and Dylan J. McNamee
    Efficient Reading of Papers in Science and Technology
    
• Tue 01/30 -- Lecture 2: Warm-up
  
  • Armbrust, Michael and Fox, Armando and Griffith, Rean and Joseph, Anthony D. and Katz, Randy and Konwinski, Andy and Lee, Gunho and Patterson, David and Rabkin, Ariel and Stoica, Ion and Zaharia, Matei
    A View of Cloud Computing
    In Commun. ACM, Apr 2010, pages 50--58
    
  • Jonas, Eric and Pu, Qifan and Venkataraman, Shivaram and Stoica, Ion and Recht, Benjamin
    Occupy the Cloud: Distributed Computing for the 99\%
    In Proceedings of the 2017 Symposium on Cloud Computing, 2017, pages 445--451
    
• Thu 02/01 -- Lecture 3: More uses for serverless
  
  • Sadjad Fouladi and Riad S. Wahby and Brennan Shacklett and Karthikeyan Vasuki Balasubramaniam and William Zeng and Rahul Bhalerao and Anirudh Sivaraman and George Porter and Keith Winstein
    Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads
    In Proceedings of the 14th ACM/USENIX Symposium on Networked Systems Design and Implementation (NSDI), March 2017
    
• Thu 02/08 -- Lecture 4: The Datacenter as a Computer
  
  • Luiz Andr\'e Barroso and Urs H\olzle
    The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines
    
• Tue 02/13 -- Lecture 5: Storage
  
  • Sanjay Ghemawat and Howard Gobioff and Shun-Tak Leung
    The Google file system
    In SOSP '03: Proceedings of the nineteenth ACM symposium on Operating systems principles, 2003, pages 29--43
    
  • McKusick, Marshall Kirk and Quinlan, Sean
    GFS: Evolution on Fast-forward
    In Queue, August 2009, pages 10:10--10:20
    
• Thu 02/15 -- Lecture 6: Storage
  
  • Edmund B. Nightingale and Jeremy Elson and Jinliang Fan and Owen Hofmann and Jon Howell and Yutaka Suzue
    Flat Datacenter Storage
    In Presented as part of the 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12), 2012, pages 1--15
    
• Thu 02/22 -- Lecture 7: Datacenter Networking
  
  • Greenberg, Albert and Hamilton, James R. and Jain, Navendu and Kandula, Srikanth and Kim, Changhoon and Lahiri, Parantap and Maltz, David A. and Patel, Parveen and Sengupta, Sudipta
    VL2: a scalable and flexible data center network
    In SIGCOMM '09: Proceedings of the ACM SIGCOMM 2009 conference on Data communication, 2009, pages 51--62
    
• Tue 02/27 -- Lecture 8:
  
  • Arjun Singh and Joon Ong and Amit Agarwal and Glen Anderson and Ashby Armistead and Roy Bannon and Seb Boving and Gaurav Desai and Bob Felderman and Paulie Germano and Anand Kanagala and Jeff Provost and Jason Simmons and Eiichi Tanda and Jim Wanderer and Urs H\olzle and Stephen Stuart and Amin Vahdat
    Jupiter Rising: A Decade of Clos Topologies and Centralized Control in Google's Datacenter Network
    In Sigcomm '15, 2015
    
• Thu 03/01 -- Lecture 9: SDN
  
  • Casado, Martin and Foster, Nate and Guha, Arjun
    Abstractions for Software-defined Networks
    In Commun. ACM, Sep 2014, pages 86--95
    
  • Feamster, Nick and Rexford, Jennifer and Zegura, Ellen
    The Road to SDN
    In Queue, Dec 2013, pages 20:20--20:40
    
• Tue 03/06 -- Lecture 10: Execution Models - MapReduce and Friends
  
  • Dean, Jeffrey and Ghemawat, Sanjay
    MapReduce: simplified data processing on large clusters
    In OSDI'04: Proceedings of the 6th conference on Symposium on Opearting Systems Design \& Implementation, 2004, pages 137-150
    
  • Zaharia, Matei and Xin, Reynold S. and Wendell, Patrick and Das, Tathagata and Armbrust, Michael and Dave, Ankur and Meng, Xiangrui and Rosen, Josh and Venkataraman, Shivaram and Franklin, Michael J. and Ghodsi, Ali and Gonzalez, Joseph and Shenker, Scott and Stoica, Ion
    Apache Spark: A Unified Engine for Big Data Processing
    In Commun. ACM, Oct 2016, pages 56--65
    
• Thu 03/08 -- Lecture 11: Execution Models - Parameter Server
  
  • Mu Li and David G. Andersen and Jun Woo Park and Alexander J. Smola and Amr Ahmed and Vanja Josifovski and James Long and Eugene J. Shekita and Bor-Yiing Su
    Scaling Distributed Machine Learning with the Parameter Server
    In 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI 14), 2014, pages 583--598
    
• Thu 03/15 -- Lecture 12: Execution Models - Timely Dataflow
  
  • Murray, Derek G. and McSherry, Frank and Isaacs, Rebecca and Isard, Michael and Barham, Paul and Abadi, Mart\'\in
    Naiad: A Timely Dataflow System
    In Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles, 2013, pages 439--455
    
• Tue 03/20 -- Lecture 13: Execution Models - Tensor Flow
  
  • Mart\'\in Abadi and Paul Barham and Jianmin Chen and Zhifeng Chen and Andy Davis and Jeffrey Dean and Matthieu Devin and Sanjay Ghemawat and Geoffrey Irving and Michael Isard and Manjunath Kudlur and Josh Levenberg and Rajat Monga and Sherry Moore and Derek G. Murray and Benoit Steiner and Paul Tucker and Vijay Vasudevan and Pete Warden and Martin Wicke and Yuan Yu and Xiaoqiang Zheng
    TensorFlow: A System for Large-Scale Machine Learning
    In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16), 2016, pages 265--283
    
• Thu 03/22 -- Lecture 14: Making sense of performance - Monotasks
  
  • Ousterhout, Kay and Canel, Christopher and Ratnasamy, Sylvia and Shenker, Scott
    Monotasks: Architecting for Performance Clarity in Data Analytics Frameworks
    In Proceedings of the 26th Symposium on Operating Systems Principles, 2017, pages 184--200
    
• Tue 04/03 -- Lecture 15: Resource Disaggregation
  
  • Peter X. Gao and Akshay Narayan and Sagar Karandikar and Joao Carreira and Sangjin Han and Rachit Agarwal and Sylvia Ratnasamy and Scott Shenker
    Network Requirements for Resource Disaggregation
    In 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16), 2016, pages 249--264
    
• Thu 04/05 -- Lecture 16: Virtualization
  
  • Manco, Filipe and Lupu, Costin and Schmidt, Florian and Mendes, Jose and Kuenzer, Simon and Sati, Sumit and Yasukata, Kenichi and Raiciu, Costin and Huici, Felipe
    My VM is Lighter (and Safer) Than Your Container
    In Proceedings of the 26th Symposium on Operating Systems Principles, 2017, pages 218--233
    
• Tue 04/10 -- Lecture 17: Tracing Distributed Systems
  
  • Jonathan Mace and Ryan Roelke and Rodrigo Fonseca
    Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems
    In Proceedings of the 25th ACM Symposium on Operating Systems Principles (SOSP), October 2015
    
• Thu 04/12 -- Lecture 18: Orchestration
  
  • B. Hindman and A. Konwinski and M. Zaharia and A. Ghodsi and A.D. Joseph and R. Katz and S. Shenker and I. Stoica
    Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center
    In NSDI 2011, March 2011
    
• Thu 04/19 -- Lecture 20: Security
  
  • Ristenpart, Thomas and Tromer, Eran and Shacham, Hovav and Savage, Stefan
    Hey, You, Get off of My Cloud: Exploring Information Leakage in Third-party Compute Clouds
    In Proceedings of the 16th ACM Conference on Computer and Communications Security, 2009, pages 199--212