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==Schedule==
==Schedule==
* '''Oct. 20, 16:00ct''': Introduction meeting  
* '''Oct. 20, 16:00ct''': Introduction meeting  
* '''TBA''' : Deadline for registration
* '''Feb. 2, 2017''' : Deadline for registration
* '''TBA''' : Presentations
* '''Feb. 9 and Feb. 16''' : Presentations
* '''Mar. 31, 2017, 23:59''': Deadline for submission of report (should be sent to the topic adviser!)
* '''Mar. 31, 2017, 23:59''': Deadline for submission of report (should be sent to the topic adviser!)
==Final Presentation==
{| align="center" class="wikitable sortable" {{Prettytable}}
|-
|{{Hl2}} |'''Time Slot (Feb 9, 2017)'''
|{{Hl2}} |'''Student'''
|{{Hl2}} |'''Advisor'''
|-
| 9:00AM -- 9:30AM
| Ander Schiavella
| Sripriya
|-
| 9:30AM -- 10:00AM
| Fabio Sortino
| Sripriya
|-
| 10:00AM -- 10:30AM
| Hargun Sandhu
| Enhuan
|-
| 10:30AM -- 11:00AM
| Tran, Thi Ngoc Han
| Abhinandan
|-
| 11:00AM -- 11:30AM
| Yasir Sohail
| Tao
|-
|}
{| align="center" class="wikitable sortable" {{Prettytable}}
|-
|{{Hl2}} |'''Time Slot (Feb 16, 2017)'''
|{{Hl2}} |'''Student'''
|{{Hl2}} |'''Advisor'''
|-
| 1:00PM -- 1:30PM
| Mojtaba Shabani
| Osama
|-
| 1:30PM -- 2:00PM
| Saidul Islam
| Osama
|-
| 2:00PM -- 2:30PM
| Abdul Hadi
| Enhuan
|-
| 2:30PM -- 3:00PM
| Alireza
| Mayutan
|-
| 3:00PM -- 3:10PM
| Break
|-
| 3:10PM -- 3:40PM
| Georgios Kaklamanos 
| Mayutan
|-
| 3:40PM -- 4:10PM
| Vaibhav Kasturia
| Enhuan
|-
| 4:10PM -- 4:40PM
| Kalyani, Rishita
| Abhinandan
|-
| 4:40PM -- 5:10PM
|Bhabajeet Kalita
| Abhinandan
|-
|}


== Topics ==
== Topics ==


{| align="center" class="wikitable sortable" {{Prettytable}}  
{| align="center" class="wikitable sortable" {{Prettytable}}
|-
|-
|{{Hl2}} |'''Topic'''
|{{Hl2}} |'''Topic'''
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| [https://research.googleblog.com/2016/09/a-neural-network-for-machine.html?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=revue]
| [https://research.googleblog.com/2016/09/a-neural-network-for-machine.html?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=revue]
|-
|-
| '''Inferring social capital from big data'''   
| '''Inferring social capital from big data (assigned to Bikash Chandra Karmokar)'''   
This study is to discover the state of art of social capital measuring, particularly, from big data perspective.
This study is to discover the state of art of social capital measuring, particularly, from big data perspective.
| [http://www.net.informatik.uni-goettingen.de/people/Hong_Huang Hong Huang]
| [http://www.net.informatik.uni-goettingen.de/people/Hong_Huang Hong Huang]
| [http://science.sciencemag.org/content/350/6264/1073][http://www.sciencedirect.com/science/article/pii/S0378873314000033]
| [http://science.sciencemag.org/content/350/6264/1073][http://www.sciencedirect.com/science/article/pii/S0378873314000033]
|-
|'''An overview on deep learning framework(assigned to Mohammad Wazed Ali)'''
In this work, you will be asked to do a survey on all popular deep learning framework either in academe or industry, like tensorflow, caffe and so on. You shall elaborate their shortcomings and advantages.
|[http://www.net.informatik.uni-goettingen.de/people/Hong_Huang Hong Huang]
|[https://deeplearning4j.org/compare-dl4j-torch7-pylearn]
|-
|-
| '''Towards a Pricing Model in NFV (assigned to Saidul Islam)'''   
| '''Towards a Pricing Model in NFV (assigned to Saidul Islam)'''   
One of the untouched research areas in Network Function Virtualization (NFV) is Accounting Management. Your task is firstly identify the current Management systems that used in Data centers and cloud computing environments and later to map what you think it might be useful to NFV area. You should support your statement with logical reasons so far. It is not required to conducted any empirical work. Your work should investigate in some depth the exact relationship between different factors not only describing them.
One of the untouched research areas in Network Function Virtualization (NFV) is Accounting Management. Your task is firstly identify the current Management systems that used in Data centers and cloud computing environments and later to map what you think it might be useful to NFV area. You should support your statement with logical reasons so far. It is not required to conducted any empirical work. Your work should investigate in some depth the exact relationship between different factors not only describing them.
| [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]
| [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]
| [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7243304][http://store.elsevier.com/Cloud-Data-Centers-and-Cost-Modeling/Caesar-Wu/isbn-9780128014134/][http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7378433]
| [http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7243304][http://store.elsevier.com/Cloud-Data-Centers-and-Cost-Modeling/Caesar-Wu/isbn-9780128014134/][https://wiki.net.informatik.uni-goettingen.de/wiki/List_of_Conferences_Journals]
|-
|-
| '''Legacy support in SDN networks(assigned to Dorna Amiri)'''   
| '''Legacy support in SDN networks(assigned to Dorna Amiri)'''   
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| Take a look at recent papers in well known conferences/workshops.
| Take a look at recent papers in well known conferences/workshops.
|-
|-
| '''WiFi advances, FiWi and Smart-wifi'''   
| '''WiFi latest advances and Smart-wifi (assigned to Mojtaba Shabani)'''   
A new generation of Wireless Local Area Networks (WLANs) will make its appearance in the market in the forthcoming years based on the amendments to the IEEE 802.11 standards that have recently been approved or are under development. Examples of the most expected ones are IEEE 802.11aa (Robust Audio Video Transport Streaming), IEEE 802.11ac (Very-high throughput at < 6 GHz), IEEE 802.11af (TV White Spaces) and IEEE 802.11ah (Machine-to-Machine communications) specifications. You should investigate the latest advances made in WiFi and in its usage to support other type of networks as LTE and G5.
A new generation of Wireless Local Area Networks (WLANs) will make its appearance in the market in the forthcoming years based on the amendments to the IEEE 802.11 standards that have recently been approved or are under development. Examples of the most expected ones are IEEE 802.11aa (Robust Audio Video Transport Streaming), IEEE 802.11ac (Very-high throughput at < 6 GHz), IEEE 802.11af (TV White Spaces) and IEEE 802.11ah (Machine-to-Machine communications) specifications. You should investigate the latest advances made in WiFi and in its usage to support other type of networks as LTE and G5.
| [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]
| [http://www.net.informatik.uni-goettingen.de/people/osamah_barakat Osamah Barakat]
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| [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6733615] [http://conferences2.sigcomm.org/acm-icn/2014/papers/p107.pdf] [https://tools.ietf.org/pdf/draft-quinn-sfc-nsh-07.pdf]
| [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6733615] [http://conferences2.sigcomm.org/acm-icn/2014/papers/p107.pdf] [https://tools.ietf.org/pdf/draft-quinn-sfc-nsh-07.pdf]
|-
|-
|'''NFV state-of-the-art and Future trends - A survey (assigned to Ishwarya Chandrasekaran)'''
|'''NFV state-of-the-art and Future trends - A survey <s>(assigned to Ishwarya Chandrasekaran)</s> withdrawn.'''
Study and Understand Network Function Virtualisation (NFV), the real world use cases and deployment trends of NFV in the Datacenter, telecommunication, private networks. Survey on the reports by standardisation committees and open workgroups like IEFT/ETSI/OPNFV,  primarily the specification and requirements for the NFV, and the NFV deployment models. Compare with the available open-source/commercial products if any in the market and make the study of NFV characteristics, the Key Performance Index(KPIs) for NFV and identify the open issues and challenges towards adopting to NFV. Student can choose to carry out either breadth or in-depth on particular aspect of NFV.   
Study and Understand Network Function Virtualisation (NFV), the real world use cases and deployment trends of NFV in the Datacenter, telecommunication, private networks. Survey on the reports by standardisation committees and open workgroups like IEFT/ETSI/OPNFV,  primarily the specification and requirements for the NFV, and the NFV deployment models. Compare with the available open-source/commercial products if any in the market and make the study of NFV characteristics, the Key Performance Index(KPIs) for NFV and identify the open issues and challenges towards adopting to NFV. Student can choose to carry out either breadth or in-depth on particular aspect of NFV.   


| [http://www.net.informatik.uni-goettingen.de/people/sameer_kulkarni Sameer Kulkarni]
| [http://www.net.informatik.uni-goettingen.de/people/sameer_kulkarni Sameer Kulkarni]
| [https://portal.etsi.org/Portals/0/TBpages/NFV/Docs/NFV_White_Paper3.pdf] [https://datatracker.ietf.org/rg/nfvrg/documents/] [https://www.opnfv.org] [https://www.sdxcentral.com/reports/nfv-vnf-2016/vnf/] [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7350211]
| [https://portal.etsi.org/Portals/0/TBpages/NFV/Docs/NFV_White_Paper3.pdf] [https://datatracker.ietf.org/rg/nfvrg/documents/] [https://www.opnfv.org] [https://www.sdxcentral.com/reports/nfv-vnf-2016/vnf/] [http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7350211]
|-
|-
| '''Towards SDN and NFV Fault Management and High Availability (assigned to Shakik Ahmed Chowdhury)'''
Network Function Virtualisation (NFV), is gaining rapid momentum, but are they reliable? can they conform with the Telecom operators latency and availability requirements of Fine Nines or Six Nines? The focus of this work is to first study and understand the concerns with NFV in terms of their failures, what amount of availability can they support. Second, study the state-of-the-art in terms of techniques that have been provided in the Cloud and Data Center networks for the traditional Virtual Machine based approaches and make the clear distinction of what aspects can and cannot be adapted? and what are the characteristics of NFV that make them differ from traditional VM based solutions? and aspects and solutions that can be adapted to achieve scalability, efficiency, and reliability in the NFV environments.
| [http://www.net.informatik.uni-goettingen.de/people/sameer_kulkarni Sameer Kulkarni]
| [http://www.etsi.org/deliver/etsi_gs/NFV-REL/001_099/002/01.01.01_60/gs_NFV-REL002v010101p.pdf]  [https://portal.etsi.org/Portals/0/TBpages/NFV/Docs/NFV_White_Paper3.pdf] [https://datatracker.ietf.org/rg/nfvrg/documents/] [https://www.opnfv.org]
|-
|-
| '''Green Energy Aware Provisioning for Datacenters (assigned to Rishita Kalyani)'''
| '''Green Energy Aware Provisioning for Datacenters (assigned to Rishita Kalyani)'''
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| [http://link.springer.com/article/10.1186/s13174-015-0041-5] [http://sloanreview.mit.edu/case-study/data-driven-city-management/] [http://sloanreview.mit.edu/article/six-lessons-from-amsterdams-smart-city-initiative/] [http://www.govtech.com/blogs/lohrmann-on-cybersecurity/making-the-top-smart-city-in-europe.html] [http://www.forbes.com/sites/peterhigh/2015/03/09/the-top-five-smart-cities-in-the-world/][https://www2.deloitte.com/content/dam/Deloitte/tr/Documents/public-sector/deloitte-nl-ps-smart-cities-report.pdf]
| [http://link.springer.com/article/10.1186/s13174-015-0041-5] [http://sloanreview.mit.edu/case-study/data-driven-city-management/] [http://sloanreview.mit.edu/article/six-lessons-from-amsterdams-smart-city-initiative/] [http://www.govtech.com/blogs/lohrmann-on-cybersecurity/making-the-top-smart-city-in-europe.html] [http://www.forbes.com/sites/peterhigh/2015/03/09/the-top-five-smart-cities-in-the-world/][https://www2.deloitte.com/content/dam/Deloitte/tr/Documents/public-sector/deloitte-nl-ps-smart-cities-report.pdf]
|-
|-
| '''Google Balloon project (assigned to Vaibhav Kasturia)'''
| '''New Technologies to Connect Internet: Google balloon and Facebook Drone (assigned to Vaibhav Kasturia)'''
Project Loon is a research and development project being developed by Google X with the mission of providing Internet access to rural and remote areas. Provide a comprehensive study on it. Investigate related approaches, techniques, methods, etc.     
Project Loon and Facebook Drone are research and development projects being developed by Google X and Facebook respectively. Provide a comprehensive study on them. Investigate related approaches, techniques, methods, etc.     
| [https://www.net.informatik.uni-goettingen.de/people/enhuan_dong Enhuan Dong]
| [https://www.net.informatik.uni-goettingen.de/people/enhuan_dong Enhuan Dong]
| [https://www.solveforx.com/loon/]  
| [https://www.solveforx.com/loon/]  
|-
|-
| '''Commercial usage of Multipath TCP'''
| '''Commercial usage of Multipath TCP (assigned to Hargun Sandhu)'''
MultiPath TCP (MPTCP) is an emerging extension for TCP and it is under discussion in IETF now. Study  MPTCP protocol including architecture, data transmission, default congestion control, etc. Investigate how MPTCP is used in companies.   
MultiPath TCP (MPTCP) is an emerging extension for TCP and it is under discussion in IETF now. Study  MPTCP protocol including architecture, data transmission, default congestion control, etc. Investigate how MPTCP is used in companies.   
| [https://www.net.informatik.uni-goettingen.de/people/enhuan_dong Enhuan Dong]
| [https://www.net.informatik.uni-goettingen.de/people/enhuan_dong Enhuan Dong]
| [http://link.springer.com/chapter/10.1007%2F978-3-642-20757-0_35][https://www.usenix.org/conference/nsdi12/technical-sessions/presentation/raiciu][http://dl.acm.org/citation.cfm?id=2342476][http://dl.acm.org/citation.cfm?id=2631977][https://www.usenix.org/legacy/event/nsdi11/tech/full_papers/Wischik.pdf][http://blog.multipath-tcp.org/blog/html/2015/12/25/commercial_usage_of_multipath_tcp.html]
| [https://tools.ietf.org/html/rfc6824][http://link.springer.com/chapter/10.1007%2F978-3-642-20757-0_35][https://www.usenix.org/conference/nsdi12/technical-sessions/presentation/raiciu][http://dl.acm.org/citation.cfm?id=2342476][http://dl.acm.org/citation.cfm?id=2631977][https://www.usenix.org/legacy/event/nsdi11/tech/full_papers/Wischik.pdf][http://blog.multipath-tcp.org/blog/html/2015/12/25/commercial_usage_of_multipath_tcp.html]
|-
|-
|'''ICN - Information Centric Networking (assigned to Mian Athar Naqash, Ahmed Towfique, Fabio Sortino and Ander Schiavella)'''
|'''ICN - Information Centric Networking (assigned to Mian Athar Naqash, Ahmed Towfique, Fabio Sortino and Ander Schiavella)'''
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| [http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao]
| [http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao]
| Take a look at related papers in well known conferences/workshops/journals, e.g., [http://www.ccsb.dfci.harvard.edu/web/export/sites/default/ccsb/publications/papers/2010/Song--Barabasi_NatPhysics_10.pdf]  
| Take a look at related papers in well known conferences/workshops/journals, e.g., [http://www.ccsb.dfci.harvard.edu/web/export/sites/default/ccsb/publications/papers/2010/Song--Barabasi_NatPhysics_10.pdf]  
|-
| '''Recommendations in Location-based Social Networks - A Survey (assigned to Al Kafi Khan)''' 
This study is to provide a comprehensive study of recommendations in Location-based Social Networks.
| [http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao]
| [https://www.microsoft.com/en-us/research/publication/recommendations-in-location-based-social-networks-a-survey/]
|-
|-
| '''Learning from Imbalanced Data (assigned to Oleh Astappiev)'''   
| '''Learning from Imbalanced Data (assigned to Oleh Astappiev)'''   
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| [http://arxiv.org/abs/1404.7828]
| [http://arxiv.org/abs/1404.7828]
|-
|-
| '''How do self-driving cars work? (assigned)'''   
| '''How do self-driving cars work? (assigned) '''   
The topic title is pretty self-explanatory :)
The topic title is pretty self-explanatory :)
| [https://www.net.informatik.uni-goettingen.de/people/David_Koll David Koll ]
| [https://www.net.informatik.uni-goettingen.de/people/David_Koll David Koll ]
| [http://cs.stanford.edu/people/teichman/papers/iv2011.pdf]
| [http://cs.stanford.edu/people/teichman/papers/iv2011.pdf]
|-
| '''Tiered Pricing in Internet (assigned to Bhabajeet Kalita)'''
ISPs sell transit connectivity bulk based on aggregate internet usage which is popularly known as blended rate pricing. Though blended rate pricing is simple, it is inefficient especially wrt resource allocation. Tiered pricing is one of the alternative. The goal of this work is to understand motivation for tiered pricing and discuss state-of-the-art in tiered pricing.
| [http://www.net.informatik.uni-goettingen.de/people/abhinandan%20s_prasad Abhinandan S Prasad]
| [http://dl.acm.org/citation.cfm?id=2018459][http://netseminar.stanford.edu/past_seminars/seminars/11_03_11.pdf][http://dl.acm.org/citation.cfm?id=2096157][http://dl.acm.org/citation.cfm?id=2674854]
|-}
|-}


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