references.bib

@inproceedings{Vanerio:2017:EAN:3098593.3098594,
 author = {Vanerio, Juan and Casas, Pedro},
 title = {Ensemble-learning Approaches for Network Security and Anomaly Detection},
 booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks},
 series = {Big-DAMA '17},
 year = {2017},
 isbn = {978-1-4503-5054-9},
 location = {Los Angeles, CA, USA},
 pages = {1--6},
 numpages = {6},
 url = {http://doi.acm.org/10.1145/3098593.3098594},
 doi = {10.1145/3098593.3098594},
 acmid = {3098594},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {App Anomalies, Ensemble Learning, High-Dimensional Data, Machine Learning, Network Attacks, Super Learner},
} 

@INPROCEEDINGS{8255998, 
	author={P. {Casas} and J. {Vanerio} and K. {Fukuda}}, 
	booktitle={2017 13th International Conference on Network and Service Management (CNSM)}, 
	title={GML learning, a generic machine learning model for network measurements analysis}, 
	year={2017}, 
	volume={}, 
	number={}, 
	pages={1-9}, 
	keywords={Big Data;data analysis;Internet;learning (artificial intelligence);security of data;generic machine learning model;network measurements analysis;machine learning models;tailored approaches;deep-learning models;ensemble learning models;multiple network measurement problems;GML model;Super Learner model;network measurement applications;assorted network measurement problems;network attacks;single baseline models;GML Learning model;bagging;boosting ensemble learning;network measurement problems;silver bullet;big data analytics;network attack detection;network attack anomalies;Analytical models;Data models;Big Data;Predictive models;Bagging;Monitoring;Prediction algorithms;Big-Data;Network Traffic Monitoring and Analysis;Machine Learning;Ensemble Learning;Super Learning;Network Measurements}, 
	doi={10.23919/CNSM.2017.8255998}, 
	ISSN={2165-963X}, 
	month={Nov},
}

@article{Braem:2013:CRC:2500098.2500108,
	author = {Braem, Bart and Blondia, Chris and Barz, Christoph and Rogge, Henning and Freitag, Felix and Navarro, Leandro and Bonicioli, Joseph and Papathanasiou, Stavros and Escrich, Pau and Baig Vi\~{n}as, Roger and Kaplan, Aaron L. and Neumann, Axel and Vilata i Balaguer, Ivan and Tatum, Blaine and Matson, Malcolm},
	title = {A Case for Research with and on Community Networks},
	journal = {SIGCOMM Comput. Commun. Rev.},
	issue_date = {July 2013},
	volume = {43},
	number = {3},
	month = jul,
	year = {2013},
	issn = {0146-4833},
	pages = {68--73},
	numpages = {6},
	url = {http://doi.acm.org/10.1145/2500098.2500108},
	doi = {10.1145/2500098.2500108},
	acmid = {2500108},
	publisher = {ACM},
	address = {New York, NY, USA},
	keywords = {community networking},
} 

@inproceedings{LoCigno:2014:UWC:2633661.2633669,
	author = {Lo Cigno, Renato and Maccari, Leonardo},
	title = {Urban Wireless Community Networks: Challenges and Solutions for Smart City Communications},
	booktitle = {Proceedings of the 2014 ACM International Workshop on Wireless and Mobile Technologies for Smart Cities},
	series = {WiMobCity '14},
	year = {2014},
	isbn = {978-1-4503-3036-7},
	location = {Philadelphia, Pennsylvania, USA},
	pages = {49--54},
	numpages = {6},
	url = {http://doi.acm.org/10.1145/2633661.2633669},
	doi = {10.1145/2633661.2633669},
	acmid = {2633669},
	publisher = {ACM},
	address = {New York, NY, USA},
	keywords = {crowd design, participatory networking, smart urban environments, wireless community networks},
} 

@inproceedings{Rameshan:2013:MSC:2508222.2512838,
	author = {Rameshan, Navaneeth and Navarro, Leandro and Tsalouchidou, Ioanna},
	title = {A Monitoring System for Community-lab},
	booktitle = {Proceedings of the 11th ACM International Symposium on Mobility Management and Wireless Access},
	series = {MobiWac '13},
	year = {2013},
	isbn = {978-1-4503-2355-0},
	location = {Barcelona, Spain},
	pages = {33--36},
	numpages = {4},
	url = {http://doi.acm.org/10.1145/2508222.2512838},
	doi = {10.1145/2508222.2512838},
	acmid = {2512838},
	publisher = {ACM},
	address = {New York, NY, USA},
	keywords = {community-lab, monitoring, self-management, slice, sliver},
}

@online{guifi,
	author = {lluis.dalmau},
	title = {What is guifi.net?},
	date = {07/06/2009 },
	url = {http://guifi.net/en/what_is_guifinet},
}


@inproceedings{Braem:2015:AEQ:2830629.2830639,
	author = {Braem, Bart and Bergs, Johan and Blondia, Chris and Navarro, Leandro and Wittevrongel, Sabine},
	title = {Analysis of End-User QoE in Community Networks},
	booktitle = {Proceedings of the 2015 Annual Symposium on Computing for Development},
	series = {DEV '15},
	year = {2015},
	isbn = {978-1-4503-3490-7},
	location = {London, United Kingdom},
	pages = {159--166},
	numpages = {8},
	url = {http://doi.acm.org/10.1145/2830629.2830639},
	doi = {10.1145/2830629.2830639},
	acmid = {2830639},
	publisher = {ACM},
	address = {New York, NY, USA},
	keywords = {community networks, quality of experience},
} 

@INPROCEEDINGS{6462223, 
	author={A. A. {Kist} and L. {Brodie}}, 
	booktitle={2012 Frontiers in Education Conference Proceedings}, 
	title={Quality of service, quality of experience and online learning}, 
	year={2012}, 
	volume={}, 
	number={}, 
	pages={1-6}, 
	keywords={computer aided instruction;engineering education;Internet;quality of experience;quality of service;quality of service;quality of experience;online learning;engineering education;face-to-face education;distance education;Internet connection;QoS;QoE;user experience;student learning task;remote access technology;student perception;Quality of service;Materials;Educational institutions;Context;Internet;Laboratories;online learning tools;quality of service;quality of experience;quality of learning experience performance;distance education}, 
	doi={10.1109/FIE.2012.\label{6462223}}, 
	ISSN={0190-5848}, 
	month={Oct},
}

@ARTICLE{8320771, 
	author={P. {Micholia} and M. {Karaliopoulos} and I. {Koutsopoulos} and L. {Navarro} and R. {Baig Vias} and D. {Boucas} and M. {Michalis} and P. {Antoniadis}}, 
	journal={IEEE Communications Surveys Tutorials}, 
	title={Community Networks and Sustainability: A Survey of Perceptions, Practices, and Proposed Solutions}, 
	year={2018}, 
	volume={20}, 
	number={4}, 
	pages={3581-3606}, 
	keywords={Internet;Sustainable development;Telecommunications;Biological system modeling;Wireless communication;Economics;Broadband communication;Community networks;sustainability;incentive mechanisms}, 
	doi={10.1109/COMST.2018.2817686}, 
	ISSN={1553-877X}, 
	month={Fourthquarter},
}

@article{2015:TOG:2852375.2852741,
	title = {A Technological Overview of the Guifi.Net Community Network},
	journal = {Comput. Netw.},
	issue_date = {December 2015},
	volume = {93},
	number = {P2},
	month = dec,
	year = {2015},
	issn = {1389-1286},
	pages = {260--278},
	numpages = {19},
	url = {http://dx.doi.org/10.1016/j.comnet.2015.09.023},
	doi = {10.1016/j.comnet.2015.09.023},
	acmid = {2852741},
	publisher = {Elsevier North-Holland, Inc.},
	address = {New York, NY, USA},
	key = {{$\!\!$}} ,
}

@inproceedings{Selimi:2014:TAD:2723218.2723265,
	author = {Selimi, Mennan and Freitag, Felix},
	title = {Towards Application Deployment in Community Network Clouds},
	booktitle = {Proceedings of the 14th International Conference on Computational Science and Its Applications \&\#151; ICCSA 2014 - Volume 8584},
	year = {2014},
	isbn = {978-3-319-09152-5},
	pages = {614--627},
	numpages = {14},
	url = {https://doi.org/10.1007/978-3-319-09153-2_46},
	doi = {10.1007/978-3-319-09153-2_46},
	acmid = {2723265},
	publisher = {Springer-Verlag},
	address = {Berlin, Heidelberg},
	keywords = {cloud storage, community cloud, community networks},
}

@article{Calyam:2015:RCF:2805789.2805795,
	author = {Calyam, Prasad and Swany, Martin},
	title = {Research Challenges in Future Multi-domain Network Performance Measurement and Monitoring},
	journal = {SIGCOMM Comput. Commun. Rev.},
	issue_date = {July 2015},
	volume = {45},
	number = {3},
	month = jul,
	year = {2015},
	issn = {0146-4833},
	pages = {29--34},
	numpages = {6},
	url = {http://doi.acm.org/10.1145/2805789.2805795},
	doi = {10.1145/2805789.2805795},
	acmid = {2805795},
	publisher = {ACM},
	address = {New York, NY, USA},
	keywords = {future multi-domain network monitoring, next-generation measurement infrastructures, research challenges},
} 

@INPROCEEDINGS{7523537, 
	author={Ö. {Alay} and A. {Lutu} and R. {García} and M. {Peón-Quirós} and V. {Mancuso} and T. {Hirsch} and T. {Dely} and J. {Werme} and K. {Evensen} and A. {Hansen} and S. {Alfredsson} and J. {Karlsson} and A. {Brunstrom} and A. S. {Khatouni} and M. {Mellia} and M. A. {Marsan} and R. {Monno} and H. {Lonsethagen}}, 
	booktitle={2016 IEEE 17th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)}, 
	title={Measuring and assessing mobile broadband networks with MONROE}, 
	year={2016}, 
	volume={}, 
	number={}, 
	pages={1-3}, 
	keywords={broadband networks;mobile communication;telecommunication traffic;mobile broadband networks;MONROE;MBB networks;communications infrastructure;multihomed MBB platform;MBB services;traffic analysis tools;real-time traffic flow analysis;Monitoring;Data visualization;Europe;Real-time systems;Metadata;Containers;Mobile communication}, 
	doi={10.1109/WoWMoM.2016.7523537}, 
	ISSN={}, 
	month={June},
}

@ARTICLE{7076582, 
	author={V. {Bajpai} and J. {Schönwälder}}, 
	journal={IEEE Communications Surveys Tutorials}, 
	title={A Survey on Internet Performance Measurement Platforms and Related Standardization Efforts}, 
	year={2015}, 
	volume={17}, 
	number={3}, 
	pages={1313-1341}, 
	keywords={computer network performance evaluation;Internet;telecommunication standards;Internet performance measurement platforms;standardization efforts;strategic locations;access network;backbone network;residential gateway;Probes;Extraterrestrial measurements;Broadband communication;Internet;Servers;Wireless communication;measurements;platforms;broadband;fixed-line;mobile;metrics;measurement-tools;standardization;Measurements;platforms;broadband;fixed-line;mobile;metrics;measurement-tools;standardization}, 
	doi={10.1109/COMST.2015.2418435}, 
	ISSN={1553-877X}, 
	month={thirdquarter},
}

@INPROCEEDINGS{8002921, 
	author={A. {Schwind} and M. {Seufert} and Ö. {Alay} and P. {Casas} and P. {Tran-Gia} and F. {Wamser}}, 
	booktitle={2017 Network Traffic Measurement and Analysis Conference (TMA)}, 
	title={Concept and implementation of video QoE measurements in a mobile broadband testbed}, 
	year={2017}, 
	volume={}, 
	number={}, 
	pages={1-6}, 
	keywords={broadband networks;mobile computing;mobile radio;quality of experience;video streaming;video QoE measurements;mobile broadband testbed;MONROE testbed;MBB networks;distributed measurements;fixed nodes;mobile nodes;Internet services;user-centric perspective;quality of experience;YouTube video streaming;virtual end-user device;Streaming media;Monitoring;YouTube;Containers;Mobile communication;Tools;Distributed Active Measurements;Cellular Networks;QoE;YouTube Video Streaming;YoMo}, 
	doi={10.23919/TMA.2017.8002921}, 
	ISSN={}, 
	month={June},
}

@article{Ford:2018:RWR:3243157.3243167,
	author = {Ford, Mat and Eggert, Lars},
	title = {Report on the Workshop on Research and Applications of Internet Measurements (RAIM)},
	journal = {SIGCOMM Comput. Commun. Rev.},
	issue_date = {July 2016},
	volume = {46},
	number = {3},
	month = jul,
	year = {2018},
	issn = {0146-4833},
	pages = {10:1--10:4},
	articleno = {10},
	numpages = {4},
	url = {http://doi.acm.org/10.1145/3243157.3243167},
	doi = {10.1145/3243157.3243167},
	acmid = {3243167},
	publisher = {ACM},
	address = {New York, NY, USA},
} 

@InProceedings{10.1007/978-3-319-67235-9_9,
	author="Jiang, Junchen
	and Sekar, Vyas
	and Stoica, Ion
	and Zhang, Hui",
	editor="Sastry, Nishanth
	and Chakraborty, Sandip",
	title="Unleashing the Potential of Data-Driven Networking",
	booktitle="Communication Systems and Networks",
	year="2017",
	publisher="Springer International Publishing",
	address="Cham",
	pages="110--126",
	abstract="The last few years have witnessed the coming of age of data-driven paradigm in various aspects of computing (partly) empowered by advances in distributed system research (cloud computing, MapReduce, etc.). In this paper, we observe that the benefits can flow the opposite direction: the design and management of networked systems can be improved by data-driven paradigm. To this end, we present DDN, a new design framework for network protocols based on data-driven paradigm. We argue that DDN has the potential to significantly achieve better performance through harnessing more data than one single flow. Furthermore, we systematize existing instantiations of DDN by creating a unified framework for DDN, and use the framework to shed light on the common challenges and reusable design principles. We believe that by systematizing this paradigm as a broader community, we can unleash the unharnessed potential of DDN.",
	isbn="978-3-319-67235-9"
}

@article{Shepard:2011:LMW:1925019.1925023,
	author = {Shepard, Clayton and Rahmati, Ahmad and Tossell, Chad and Zhong, Lin and Kortum, Phillip},
	title = {LiveLab: Measuring Wireless Networks and Smartphone Users in the Field},
	journal = {SIGMETRICS Perform. Eval. Rev.},
	issue_date = {December 2010},
	volume = {38},
	number = {3},
	month = jan,
	year = {2011},
	issn = {0163-5999},
	pages = {15--20},
	numpages = {6},
	url = {http://doi.acm.org/10.1145/1925019.1925023},
	doi = {10.1145/1925019.1925023},
	acmid = {1925023},
	publisher = {ACM},
	address = {New York, NY, USA},
}