Unlocking the Power of Edge Computing April 14, 2019 · 4/14/2019 · Unlocking the Power of Edge...
Transcript of Unlocking the Power of Edge Computing April 14, 2019 · 4/14/2019 · Unlocking the Power of Edge...
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UnlockingthePowerofEdgeComputing
April14,2019WorkshopOrganizers
TusharKrishna,GeorgiaTech,KishoreRamachandran,GeorgiaTech
AnishArora,OSU
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SettingtheContextfortheWorkshop
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IoTboom:Sensor-richenvironment
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Enable New Knowledge
Agriculture
Energy Saving (I2E)
Predictive maintenance
Enhance Safety & Security
Smart Home
Healthcare
Defense
Intelligent Buildings
Smart Grid
Industrial Automation
Transportation and Connected Vehicles
A Broad Set of IoT Applications
Thanks to CISCO for this slide
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FutureInternetApplicationsonIoT
• Sense->Process->Actuate• CommonCharacteristics
• Dealingwithreal-worlddatastreams• Real-timeinteractionamongmobiledevices
• Wide-areaanalytics
• Requirements• Dynamicscalability• Low-latencycommunication• Efficientin-networkprocessing
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Cloud Computing
● Good for web apps at human perception speeds● Throughput oriented web apps with human in the loop
● Not good for many latency-sensitive IoT apps at computational perception speeds
● sense -> process -> actuate● Other considerations
● Limited by backhaul bandwidth for transporting plethora of 24x7 sensor streams
● Not all sensor streams meaningful=> Quench the streams at the source
● Privacy and regulatory requirements
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Fog/EdgeComputing
• Extendingthecloudutilitycomputingtotheedge• Provideutilitycomputingusingresourcesthatare
• Hierarchical• Geo-distributed
Mobile/Sensor
Edge
Core
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Fog/edgecomputingtoday
• Startingtoseemoreintheedgespace• Analyticsattheedge• Acceleratorsattheedge
• HPCandCloud-Edgesystems• Ingestdatafromscientificinstrumentsinreal-time
• Datavolumeandrates=>cannotstagethedata• Edgetotherescue
• Anewsymposiumonedgecomputing(nowinthe3rd year)• Industry?
• Platforms:IoTAzureEdge,CISCOIox,IntelFRD• Lotsofactionwithsmallstartupsmorethanthetechgiantsintheedgespace
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Workshop Format and Agenda
April 14, 2019
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Tushar KrishnaAssistant Professor, School of ECE,Georgia Tech
Kishore RamachandranProfessor,College of Computing,Georgia Tech
Anish AroraProfessor,Department of CSE,Ohio State University
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Prashant ShenoyProfessor and Assoc. DeanUniv of Mass, Amherst
Ganesh AnanthanarayananResearch ScientistMicrosoft Research
Suman BanerjeeProfessorUniv of Wisconsin, Madison
Daniel ReedSr. Vice President of Acad AffairsUniversity of Utah
Kandan KathirvelDirectorAT&T
Francesc LordanPostdoctoral ResearcherBarcelona Supercomputing Center
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Time Title Presenter
9:00 - 9:45Keynote #1: Towards Special-purpose Edge Computing
Prashant Shenoy(Univ of Massachusetts, Amherst)
9:45 – 10:00 Break
10:00 –10:30
Live Video Analytics – the “killer app” for edge computing!
Ganesh Ananthanarayanan(Microsoft Research)
10:30- 11:00 Enabling Lightweight Multi-tenancy at the Network’s Extreme Edge
Suman Banerjee(Univ of Wisconsin, Madison)
11:00 –11:30
Edge-to-cloud computing infrastructure inspired by the emerging needs of Telco applications.
Kandan Kathirvel(AT&T)
11:30 –12:00
Enabling distributed, compute-intensive FaaS on the edge with COMPSs
Francesc Lordan(Barcelona Supercomputing Center)
12:00 – 1:30 Lunch
1:30 – 2:30 Keynote #2: Computing at the Edge: Sensors, Learning, and Adaptation
Daniel Reed(University of Utah)
2:30 – 3:30 Panel Discussion: “Vision for the Future”