Advanced Topics in Computer Networking (Winter 2011/2012): Difference between revisions
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* 06.01.2012 [Session 5] | * 06.01.2012 [Session 5] | ||
** Virtualization | ** Virtualization | ||
**** 5-1 Jayaram Mudigonda, Praveen Yalagandula, Jeff Mogul, Bryan Stiekes, Yanick Pouffary, [http://conferences.sigcomm.org/sigcomm/2011/papers/sigcomm/p62.pdf NetLord: A Scalable Multi-Tenant Network Architecture for Virtualized Datacenters], ACM SIGCOMM 2011. | |||
**** 5-2 Eric Keller, Jakub Szefer, Jennifer Rexford, and Ruby B. Lee, [http://www.cs.princeton.edu/~jrex/papers/isca10.pdf NoHype: Virtualized cloud infrastructure without the virtualization], in Proc. International Symposium on Computer Architecture, June 2010 | |||
**** 5-3 Andy Bavier, Nick Feamster, Mark Huang, Larry Peterson, and Jennifer Rexford, [http://www.cs.princeton.edu/~jrex/papers/vini.pdf In VINI Veritas: Realistic and controlled network experimentation], Proc. ACM SIGCOMM, September 2006. | |||
* 13.01.2012 [Session 6] | * 13.01.2012 [Session 6] | ||
** Data center network | ** Data center network |
Revision as of 11:53, 26 December 2011
Details
Workload/ECTS Credits: | 180h, 6 ECTS |
Module: | M.Inf.223: Seminar Telematik III -or- M.Inf.224: Seminar Computernetzewerke II |
Lecturer: | {{{lecturer}}} |
Teaching assistant: | Jiachen Chen |
Time: | Fridays, 10.15 - 11.45 |
Place: | IfI 3.101 |
UniVZ | [1] |
Course Overview
The purpose of this seminar is to discuss some advanced concepts in computer networking. This course is a research seminar (6 ECTS, 2 SWS), held on a weekly base and comprising the following components:
- Weekly paper reading and discussion + Weekly Presentation
- Final Presentation
- Final report
The material in the seminar, drawn mainly from the research literature from top tier journal/conference, like ToN, TPDS, SIGCOMM, SIGMETRICS, IMC, WWW, CoNEXT. The seminar topics include the following:
- Cloud Computing and Data Center Networking (Infrastructure, Systems, Applications)
- Online Social Networking (Architecture, User Behavior, Data Collection, Data Analysis)
Schedule
- 28.10.2011 [Session 0]
- Introduction_ATCN_WS1112.pdf
- Course Introduction (how to read, write....)
- Social Networks basis
- Two papers of general reading
- 0-1. What is Twitter, a Social Network or a News Media?, WWW 2010
- 0-2. Scaling Microblogging Services with Divergent Traffic Demands, Middleware 2011
- Two papers of general reading
- 11.11.2011 [Session 1]
- Social network structure
- Papers to read and review
- 1-1 J. Travers and S. Milgram. An experimental study of the small world problem. Sociometry, 32(4), 425-443 (1969)
- 1-2 D. J. Watts and S. H. Strogatz. Collective dynamics of 'small-world' networks. Nature 393, 440-442 (1998)
- 1-3 N. P. Nguyen, T. N. Dinh, Y. Xuan, M. T. Thai. Adaptive algorithms for detecting community structure in dynamic social networks, INFOCOM 2011.
- Papers to read and review
- Social network structure
- 18.11.2011 [Session 2]
- Strong and weak ties
- 2-1 M. Granovetter. The Strength of Weak Ties: A Network Theory Revisited, Sociological Theory, 1: 201–233, 1983
- 2-2 Onnela, J. -P.; Saramaki, J.; Hyvonen, J.; Szabo, G.; Lazer, D.; Kaski, K.; Kertesz, J.; Barabasi, A. -L., Structure and tie strengths in mobile communication networks, 104 (18): 7332–7336, 2007
- Strong and weak ties
- 02.12.2011 [Session 3]
- OSN sampling
- 3-1 Maciej Kurant, Athina Markopoulou, and Patrick Thiran, Towards Unbiased BFS Sampling, IEEE JSAC, Vol. 29, NO. 9, OCTOBER 2011
- 3-2 L. Katzir, E. Liberty, and O. Somekh, Estimating Sizes of Social Networks via Biased Sampling, WWW 2011.
- 3-3 Alessandra Sala, Xiaohan Zhao, Christo Wilson, Haitao Zheng, Ben Y. Zhao, Sharing Graphs using Differentially Private Graph Models, ACM IMC 2011.
- OSN sampling
- 09.12.2011 [Session 4]
- Recommendation systems
- 4-1 Ioannis Konstas, Vassilios Stathopoulos, and Joemon M. Jose, On Social Networks and Collaborative Recommendation, ACM SIGIR 2009
- 4-2 Ekstrand, M.D.; Ludwig, M.; Konstan, J.A.; Riedl, J.T., Rethinking the Recommender Research Ecosystem: Reproducibility, Openness, and LensKit, The Fifth ACM Conference on Recommender Systems, 2011.
- Recommendation systems
- 06.01.2012 [Session 5]
- Virtualization
- 5-1 Jayaram Mudigonda, Praveen Yalagandula, Jeff Mogul, Bryan Stiekes, Yanick Pouffary, NetLord: A Scalable Multi-Tenant Network Architecture for Virtualized Datacenters, ACM SIGCOMM 2011.
- 5-2 Eric Keller, Jakub Szefer, Jennifer Rexford, and Ruby B. Lee, NoHype: Virtualized cloud infrastructure without the virtualization, in Proc. International Symposium on Computer Architecture, June 2010
- 5-3 Andy Bavier, Nick Feamster, Mark Huang, Larry Peterson, and Jennifer Rexford, In VINI Veritas: Realistic and controlled network experimentation, Proc. ACM SIGCOMM, September 2006.
- Virtualization
- 13.01.2012 [Session 6]
- Data center network
- 20.01.2012 [Session 7]
- Energy issues in cloud computing
- 27.01.2012 [Session 8]
- Mobile cloud computing
- 03.02.2012 [Final presentation I]
- Each presentation is limited to up to 20 minutes, plus 10 minutes Q/A and discussion
- Please send your slides to Jiachen
- 10.02.2012 [Final presentation II]
- 31.03.2012 [Final report deadline]
Session Reading Assignments
Feedback lists some papers related to the discussion in the class, could act as references for reviewing the sessions
Reading Assignments for Final Presentation
Requirements
- Each participant is required to read the selected paper before the seminar and prepare the review of the paper, which should include the following parts:
- Summary of the paper
- pros AND cons of the paper (your conclusion)
- NOTE!! Every participant should provide the paper review BEFORE the seminar (23:59 Wednesday). => the review form is available at [Paper_Review_Form_ATCN_WS201112.doc]
- During the seminar, one is chosen for giving the overview of the paper. And the list of pros and cons is discussed by all the participant.
- In the end of the semester, everyone is requested to pick a topic (about 4 papers) and prepare:
- presentation (each for ~20 minutes, plus ~10 minutes discussions)
- essay (12~15 pages) Template:[2]