Seminar on Internet Technologies (Summer 2017): Difference between revisions
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|[https://deeplearning4j.org/compare-dl4j-torch7-pylearn] | |[https://deeplearning4j.org/compare-dl4j-torch7-pylearn] | ||
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| '''Industrie 4.0: Networking prospective and challenges''' | | '''Industrie 4.0: Networking prospective and challenges (Assigned to Hailiang Li)''' | ||
Germany is targeting reach Industry 4.0 stage in factories. You should survey all requirements from networking prospective and the main challenges. | Germany is targeting reach Industry 4.0 stage in factories. You should survey all requirements from networking prospective and the main challenges. | ||
'''NOTE:'''This topic could be a good entry for master project and thesis later. | '''NOTE:'''This topic could be a good entry for master project and thesis later. | ||
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| '''Traffic Data Analysis （assigned to Michael Debono)''' | | '''Traffic Data Analysis （assigned to Michael Debono)''' | ||
Great amount of traffic data are generated everyday from private cars, subway, taxi and buses, etc. Traffic data analysis is of great help to understand the patterns of people mobility, transport planning, urban management and policymaking. And it is also an interesting way to learn some basic knowledge about big data and machine learning. | Great amount of traffic data are generated everyday from private cars, subway, taxi and buses, etc. Traffic data analysis is of great help to understand the patterns of people mobility, transport planning, urban management and policymaking. And it is also an interesting way to learn some basic knowledge about big data and machine learning. | ||
| [Shichang Ding -- shichang.ding@ | | [Shichang Ding -- shichang.ding@informatik.uni-goettingen.de] | ||
| [http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0149222][https://pdfs.semanticscholar.org/7d15/0a9390d569750978d9abcee4524f1974961f.pdf] | | [http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0149222][https://pdfs.semanticscholar.org/7d15/0a9390d569750978d9abcee4524f1974961f.pdf] | ||
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| '''Robo advisors and AI''' | | '''Robo advisors and AI''' | ||
A robo-advisor (robo-adviser) is an online wealth management service that provides automated, algorithm-based portfolio management advice without the use of human financial planners. Robo-advisor is one of new examples which show how AI begin to take place of human beings in high-end service like finance, laws, education and even research. Beside gaining basic knowledge about AI, it is also a good way to understand how AI change our future work markets. | A robo-advisor (robo-adviser) is an online wealth management service that provides automated, algorithm-based portfolio management advice without the use of human financial planners. Robo-advisor is one of new examples which show how AI begin to take place of human beings in high-end service like finance, laws, education and even research. Beside gaining basic knowledge about AI, it is also a good way to understand how AI change our future work markets. | ||
| [Shichang Ding -- shichang.ding@ | | [Shichang Ding -- shichang.ding@informatik.uni-goettingen.de] | ||
| [http://onlinepresent.org/proceedings/vol141_2016/21.pdf] | | [http://onlinepresent.org/proceedings/vol141_2016/21.pdf] | ||
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| '''Recommendations in Location-based Social Networks - A Survey''' | | '''Recommendations in Location-based Social Networks - A Survey (Assigned to Hussain Nauman)''' | ||
This study is to provide a comprehensive study of recommendations in Location-based Social Networks. You should survey the related work about this topic and focus on some classical research work. You also need to give your own opinion on the topic. | This study is to provide a comprehensive study of recommendations in Location-based Social Networks. You should survey the related work about this topic and focus on some classical research work. You also need to give your own opinion on the topic. | ||
| [http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao] | | [http://www.net.informatik.uni-goettingen.de/people/tao_zhao Tao Zhao] | ||
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|'''ICN - Information Centric Networking''' | |'''ICN - Information Centric Networking (Assigned to Wazed Ali)''' | ||
Content Centric Networking (CCN) is a new ambitious proposal to replace the IP protocol. A better and faster content distribution, improved privacy, integrated cryptography and easy P2P communication are among the key elements of this architecture. On the other hand problems like efficiency and scalability of the name-based routing, support of existing application and new ones and the possibility to actually deploy this technology are still open and actively discussed, making CCN one of the most active research field in networking. | Content Centric Networking (CCN) is a new ambitious proposal to replace the IP protocol. A better and faster content distribution, improved privacy, integrated cryptography and easy P2P communication are among the key elements of this architecture. On the other hand problems like efficiency and scalability of the name-based routing, support of existing application and new ones and the possibility to actually deploy this technology are still open and actively discussed, making CCN one of the most active research field in networking. | ||
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| [https://en.wikipedia.org/wiki/Prediction_market][http://www.nature.com/news/the-power-of-prediction-markets-1.20820][https://dash.harvard.edu/handle/1/5027266] | | [https://en.wikipedia.org/wiki/Prediction_market][http://www.nature.com/news/the-power-of-prediction-markets-1.20820][https://dash.harvard.edu/handle/1/5027266] | ||
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| ''' | | '''Privacy-Aware Platform for Personal Data (Assigned to Alireza) ''' | ||
Take a look at the open IoT platforms and provde a summary of the differences, similarities and vision. | Take a look at the open IoT platforms and provde a summary of the differences, similarities and vision. | ||
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] | | [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] | ||
| Take a look at Fiware, Sophia, Crystal and other open platforms | | Take a look at Fiware, Sophia, Crystal and other open platforms | ||
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| '''Edge | | '''Edge Computing for Internet of Things (Assigned to Andrea Melina) ''' | ||
A study of the various edge computing solutions that exist for IoT | A study of the various edge computing solutions that exist for IoT | ||
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] | | [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] | ||
| Take a look at Amazon Lambda, Amazon IoT, Amazon greengrass and solutions by other companies | | Take a look at Amazon Lambda, Amazon IoT, Amazon greengrass and solutions by other companies | ||
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| ''' | | '''Brief Introduction to High Performance Computing Acceleration (assigned to DOAN Ho Anh Triet)''' | ||
The aim of this work is to take a look at | The aim of this work is to take a look at HPC and study their similarities, differences, pros and cons | ||
| [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] | | [http://www.net.informatik.uni-goettingen.de/people/mayutan_arumaithurai Mayutan Arumaithurai] | ||
| Take a look at recent papers in well known conferences/workshops. | | Take a look at recent papers in well known conferences/workshops. | ||
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