6533b821fe1ef96bd127af07
RESEARCH PRODUCT
Distributed Coverage of Ego Networks in F2F Online Social Networks
Andrea De SalveBarbara GuidiPaolo MoriLaura Riccisubject
Information privacyComputer scienceCryptography02 engineering and technologyWorld Wide WebSet (abstract data type)Artificial IntelligenceDistributed online social networksDominating setServer0202 electrical engineering electronic engineering information engineering1707P2PSettore INF/01 - InformaticaSocial networkDistributed databasebusiness.industryFriend-to-friend networkComputer Science Applications1707 Computer Vision and Pattern Recognition020206 networking & telecommunicationsData AvailabilityDistributed Online Social NetworkDistributed Online Social Networks; P2P; Data Availability; friend-to-friend networksComputer Networks and CommunicationPrivacyDistributed algorithm020201 artificial intelligence & image processingfriend-to-friend networksbusinessComputer networkdescription
Although most online social networks rely on a centralized infrastructure, several proposals of Distributed Online Social Networks (DOSNs) have been recently presented. Since in DOSNs user profiles are stored on the peers of the users belonging to the network, one of the main challenges comes from guaranteeing the profile availability when the owner of the data is not online. In this paper, we propose a DOSN based on a friend-to-friend P2P overlay where the user's data is stored only on friend peers. Our approach is based on the ego-network concept, which models the social network from the local point of view of a single user. We propose a distributed algorithm which is based on the notion of coverage of the ego-network, assures that users store their data only on the peers of their friends,, that each online user can retrieve the private data of its offline friends through a common online friend. We formalize this as a Neighbour Dominating Set problem. A set of experimental results conducted on real Facebook dataset show the effectiveness of our approach.
year | journal | country | edition | language |
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2016-07-01 | 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld) |