BEGIN:VCALENDAR
VERSION:2.0
PRODID:-//Information Systems Group - ECPv6.4.0.1//NONSGML v1.0//EN
CALSCALE:GREGORIAN
METHOD:PUBLISH
X-ORIGINAL-URL:https://isg.ics.uci.edu
X-WR-CALDESC:Events for Information Systems Group
REFRESH-INTERVAL;VALUE=DURATION:PT1H
X-Robots-Tag:noindex
X-PUBLISHED-TTL:PT1H
BEGIN:VTIMEZONE
TZID:America/Los_Angeles
BEGIN:DAYLIGHT
TZOFFSETFROM:-0800
TZOFFSETTO:-0700
TZNAME:PDT
DTSTART:20230312T100000
END:DAYLIGHT
BEGIN:STANDARD
TZOFFSETFROM:-0700
TZOFFSETTO:-0800
TZNAME:PST
DTSTART:20231105T090000
END:STANDARD
END:VTIMEZONE
BEGIN:VEVENT
DTSTART;TZID=America/Los_Angeles:20230120T130000
DTEND;TZID=America/Los_Angeles:20230120T140000
DTSTAMP:20260423T175109
CREATED:20230117T181251Z
LAST-MODIFIED:20230117T181251Z
UID:1509-1674219600-1674223200@isg.ics.uci.edu
SUMMARY:Tung-Chun Chang: SmartParcels: Cross-Layer IoT Planning for Smart Communities
DESCRIPTION:Abstract:\nThe emergence of IoT-aided smart communities has created the need for a new set of urban planning tools. The extra design process includes instrumenting infrastructures (sensing\, networking\, and computing devices) in smartspaces to generate information units (from data analytics) to realize a range of required services. We propose SmartParcels\, a framework that generates a comprehensive and cost-effective plan for instrumenting designated regions of smart communities (often called parcels). SmartParcels embeds an approach to solve the cross-layer IoT planning problem (shown to be NP-hard) that must consider applications\, information/data\, infrastructure\, and geophysical layout as interdependent layers in the overall design. We develop a suite of algorithms (optimal\, partial optimal\, heuristic) for the problem; urban planners can compose these techniques in a plug-and-play manner to achieve performance trade-offs (optimality\, timeliness). SmartParcels can be utilized for clean-slate planning (from scratch) or for retrofit of communities with existing smart infrastructure. We evaluate Smart- Parcels in two real-world settings: National Tsing Hua University in Taiwan and Irvine in California\, USA\, for clean-slate and retrofit. The evaluation results reveal that SmartParcels can enable a 2X – 7X improvement in cost/performance metrics as compared to the baseline algorithm in the clean-slate and retrofit cases.\n\nBio:\nTung-Chun Chang is a 4th year Ph.D. student in the Distributed Systems Middleware (DSM) group under the supervision of Professor Nalini Venkatasubramanian. His general research interests include the Internet of Things\, wireless networking\, network analysis\, social networks\, optimization\, and machine learning.
URL:https://isg.ics.uci.edu/event/tung-chun-chang-smartparcels-cross-layer-iot-planning-for-smart-communities/
LOCATION:DBH 4011
END:VEVENT
END:VCALENDAR