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UID:48@lincs.fr
DTSTART;TZID=Europe/Paris:20160713T150000
DTEND;TZID=Europe/Paris:20160713T160000
DTSTAMP:20170313T170914Z
URL:https://www.lincs.fr/events/data-driven-design-and-simulation-of-futur
 e-mobile-networks-with-applications-in-vehicular-networks-transportation-m
 obile-health/
SUMMARY:Data-Driven Design and Simulation of Future Mobile Networks (with
 applications in Vehicular Networks\, Transportation\, Mobile Health)
DESCRIPTION:The future of social networking is in the mobile world. Future
 network services are expected to center around human activity and behavior.
 Wireless networks (including ad hoc\, sensor networks and DTNs) are
 expected to grow significantly and accommodate higher levels of mobility
 and interaction. In such a highly dynamic environment\, networks need to
 adapt efficiently (performance-wise) and gracefully (correctness and
 functionality-wise) to growth and dynamics in many dimensions\, including
 behavioral and mobility patterns\, on-line activity and load. Understanding
 and realistically modeling this multi-dimensional space is essential to the
 design and evaluation of efficient protocols and services of the future
 Internet. This level of understanding to drive the modeling and protocol
 design shall be developed using data-driven paradigm. The design philosophy
 for the proposed paradigm is unique in that it begins by intensive analysis
 of measurements from the target contexts\, which then drive the modeling\,
 protocol and service design through a systematic framework\, called TRACE.
 Components of TRACE include: 1. Tracing and monitoring of behavior\, 2.
 Representing and Analyzing the data\, 3. Characterizing behavioral profiles
 using data mining and clustering techniques\, and finally 4. Employing the
 understanding and insight attained into developing realistic models of
 mobile user behavior\, and designing efficient protocols and services for
 future mobile societies.Tracing at a large scale represents the next
 frontier for sensor networks (sensing the human society). Our latest
 progress in that field (MobiLib) shall be presented\, along with data
 mining and machine learning tools to meaningfully analyze the data. Several
 challenges will be presented and novel use of clustering algorithms will be
 provided. Major contributions to modeling of human mobility\; the time
 variant community model\, TVC and Community Mobility (COBRA) will also be
 discussed. In addition\, a novel framework for measuring vehicular mobility
 at planet scale\, using thousands of webcams around the world\, shall be
 presented.Insights developed through analysis\, mining and modeling will be
 utilized to introduce and design a novel communication paradigm\, called
 profile-cast\, to support new classes of service for interest-aware routing
 and dissemination of information\, queries and resource discovery\, trust
 and participatory sensing (crowd sourcing) in future mobile networks.
 Unlike conventional - unicast\, multicast or directory based - paradigms\,
 the proposed paradigm infers user interest using implicit behavioral
 profiling via self-monitoring and mining techniques. In order to capture
 interest\, a spatio-temporal representation is introduced to capture users
 behavioral-space. Users can identify similarity of interest based on their
 position in such space. The proposed profile-cast paradigm will act as
 enabler to new classes of service\, ranging from mobile social networking\,
 and navigation of mobile societies and spaces\, to computational health
 care\, mhealth (mobile health)\, emergency management and education\, among
 others. The ideas of similarity-based support groups will be specifically
 highlighted for potential applications in disease-self management\,
 collaborative education\, and emergency response.\n\nBiography:\n\nDr.
 Ahmed Helmy is a Professor and Graduate Director at the Computer and
 Information Science and Engineering (CISE) Department at the University of
 Florida (UF). He received his Ph.D. in Computer Science 1999 from the
 University of Southern California (USC)\, M.Sc. in Electrical Engineering
 (EE) 1995 from USC\, M.Sc. in Engineering Mathematics in 1994 and B.Sc. in
 Electronics and Communications Engineering 1992 from Cairo University\,
 Egypt. He was a key researcher in the Network Simulator NS-2 and
 Protocol-Independent Multicast (PIM) projects at USC/ISI from 1995 to 1999.
 Before joining UF in 2006\, he was on the Electrical Engineering-Systems
 Department faculty at USC starting Fall 1999\, where he founded and
 directed the Wireless and Sensor Networks Labs. In 2002\, he received the
 NSF CAREER Award for his research on resource discovery and mobility
 modeling in large-scale wireless networks (MARS). In 2000 he received the
 Zumberge Award\, and in 2002 he received the best paper award from the
 IEEE/IFIP MMNS Conference. In 2003 he was the Electrical Engineering
 nominee for the USC Engineering Jr. Faculty Research Award\, and a nominee
 for the Sloan Fellowship. In 2004 and 2005 he got the best faculty merit
 ranking at the Electrical Engineering department at USC. He was a winner in
 the ACM MobiCom 2007\, a finalist in 2008 SRC competitions\, a 2nd place
 winner in ACM MobiCom WiNTECH demo competition 2010\, and a
 finalist/runner-up in the 2012 ACM MobiCom SRC competition. In '13 he won
 the best paper award from ACM SIGSPATIAL IWCTS. In 2014 he won the Epilepsy
 Foundation award for innovation\, and the ACM MobiCom Mobile App
 Competition (1st place) and startup pitch competition (2nd place). In 2015
 he won the Internet Technical Committee (ITC) best paper award by for seven
 IEEE ComSoc conferences/symposia of 2013. He is leading (or has led)
 several NSF funded projects including MARS\, STRESS\, ACQUIRE\, AWARE and
 MobiBench. His research interests include design\, analysis and measurement
 of wireless ad hoc\, sensor and mobile social networks\, mobility
 modeling\, multicast protocols\, IP mobility and network simulation. He has
 published over 150 journal articles\, conference papers and posters\, book
 chapters\, IETF RFCs and Internet drafts. His research is (or has been)
 supported by grants from NSF\, KACST\, Aalto University\, USC\, Intel\,
 Cisco\, DARPA\, NASA\, Nortel\, HP\, Pratt &amp\; Whitney\, Siemens and
 SGI. He has over 12\,200 citations with H-index=48 (Google Scholar). Dr.
 Helmy is an editor of the IEEE Transactions on Mobile Computing (TMC)\, an
 area editor of the Ad hoc Networks Journal - ElSevier (since 2004)\, and an
 area editor of the IEEE Computer (since 2010). He was the finance chair of
 ACM MobiCom '13\, co-chair ofÃ‚Â ACM MobiSys HotPlanetÃ‚Â '12\,
 program co-chair for ACM MSWiM 2011\, and ACM MobiCom CHANTS workshop
 2011\, co-chair of AdhocNets 2011\, honorary program chair of IEEE/ACM
 IWCMC 2011\, general chair of IWCMC 2010\, vice-chair of IEEE MASS 2010\,
 plenary panel chair of IEEE Globecom 2010\, co-chair of IEEE Infocom Global
 Internet (GI) workshop 2008\, and IFIP/IEEE MMNS 2006\, vice-chair for IEEE
 ICPADS 2006\, IEEE HiPC 2007\, and local &amp\; poster chair for IEEE ICNP
 2008 and 2009. He is ACM SIGMOBILE workshop coordination chair (for
 MobiCom\, Mobihoc\, Mobisys\, Sensys) (since 2006). He has served on
 numerous committees of IEEE and ACM conferences on networks. He is a senior
 member of the IEEE and an ACM Distinguished Scientist.
CATEGORIES:Seminars,Youtube
LOCATION:LINCS Meeting Room 40\, 23\, avenue d'Italie\, Paris\, 75013\,
 France
GEO:48.8283983;2.3568972000000485
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TZID:Europe/Paris
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DTSTART:20160327T030000
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