Fog Computing with PrismTech Vortex Intelligent Data Sharing Platform
Transcript of Fog Computing with PrismTech Vortex Intelligent Data Sharing Platform
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Angelo Corsaro, PhDChief Technology Officer
Fog Computingwith VORTEX
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Why do we need Fog Computing?
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The majority of IoT systems are today cloud-centric
These systems are characterised by device-to-
cloud communication and in-cloud analytics
Cloud-Centric Architectures
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*IDC
*CISCOThe number of IoT devices is expected to grow
exponentially
Too many Devices
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*IDC
*CISCOCISCO estimates an average of 6.6 devices per person leading to 50B devices in
2020.
Too many Devices
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*IDC
*CISCO
IDC estimates 27.9 devices per person leading to 212B
Too many Devices
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Industrial IoT applications such as Smart Grids , Smart
Factories, Smart Farming, Connected Vehicles and Smart
Cities are not compatible with the assumptions of Cloud
Centric Architectures
Industrial IoT
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There is sufficient bandwidth to push data to
the Cloud.
Cloud-Centric Architectures Assumption #1
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Smart Factory0.5 TB of data
produced per day
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Connectivity is not an issue. A device will (almost) always be connected to the
cloud.
Cloud-Centric Architectures Assumption #2
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Autonomous Vehicles
coordination of fast moving autonomous vehicles
intermittent connectivity
dynamic pairing of devices
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The latency induced by cloud-centralised analytics
and control is compatible with the dynamic of the IoT
system
Cloud-Centric Architectures Assumption #3
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Latency Constraints
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The connectivity cost is negligible
Cloud-Centric Architectures Assumption #4
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Industrial companies are comfortable in exposing
their data to the cloud.
Cloud-Centric Architectures Assumption #5
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What is Fog Computing?
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fog computing is like cloud computing but closer to the “Things”
Fog Computing| fɒg kəmˈpjuːtɪŋ|
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elastic and high-performance computing, storage and communication at the edge
Fog Computing| fɒg kəmˈpjuːtɪŋ|
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Fog is about reactive cyber-physical applications
Fog is about interacting with the physical world
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Cloud technologies are not always applicable on the edge because of
performance and resource constraints
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A new infrastructure has to be "invented" for the edge, innovating when necessary
and reusing when possible
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Real-Time Performance and Reliability
Location- and Resource-Aware deployment
Resource and Device Virtualisation
Fog Computing traits
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Resource aware provisioning of applications and tenants
Tamper Proof Security (in some deployments it is easier to get
physical access to the fog platform)
Fog Computing traits
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Has it been proven?
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Fog Computing with Vortex
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Vortex is a standard technology for efficient, ubiquitous, interoperable, secure and platform independent data sharing across network connected devices
in151 Characters
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Fog ComputingVortex naturally fits with the fog computing paradigm and is the only fog-ready data-sharing infrastructure
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Vortex lets data flow where needed transparently while optimising the data sharing
Device-2-DeviceDevice-2-Cloud
Fog-2-Cloud
Device-2-Fog
Cloud-2-Cloud
Fog-2-Fog
infra
structure
sdk
Location Transparency
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Whenever possible data is shared using Device-to-Device communication
Location Transparency
Device-2-DeviceDevice-2-Cloud
Fog-2-Cloud
Device-2-Fog
Cloud-2-Cloud
Fog-2-Fog
infra
structure
sdk
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When necessary data sharing is mediated by
Vortex Infrastructure, i.e., Vortex Fog and Cloud
Device-2-DeviceDevice-2-Cloud
Fog-2-Cloud
Device-2-Fog
Cloud-2-Cloud
Fog-2-Fog
infra
structure
sdk
Location Transparency
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location transparency
Cloud Computing
Fog Computing
Device-to-Cloud Communication
Device-to-Device Communication
Fog-to-Cloud Communication
Cloud-to-Cloud Communication
Device-to-Device Communication
Collect | Store | Analyse | Share
Collect | Store | Analyse | Share
Fog Computing
Fog Computing
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PerformanceVortex delivers low and
deterministic latency as well as very high throughput
30 μs peer-to-peer latency
4+ Mmsgs/sec p2p throughput
Device-2-DeviceDevice-2-Cloud
Fog-2-Cloud
Device-2-Fog
Cloud-2-Cloud
Fog-2-Fog
infra
structure
sdk
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Native Integration with the hottest real-time analytics
platforms and CEP
Device-2-DeviceDevice-2-Cloud
Fog-2-Cloud
Device-2-Fog
Cloud-2-Cloud
Fog-2-Fog
infra
structure
sdk
Analytics
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SecurityData-Level security with Pluggable Authentication Access Control and Crypto
Device-2-DeviceDevice-2-Cloud
Fog-2-Cloud
Device-2-Fog
Cloud-2-Cloud
Fog-2-Fog
infra
structure
sdk
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Vortex Fog Deployment
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Vortex device, such as Lite, Café, and Web are used to share data between different kinds of applications within a car
Café and Web are typically used Android / HTML5 based infotainment
Lite in typically used in ECU, sensors and onboard analytics
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Vortex Fog is used to transparently (for in car apps) decouple and control the data sharing within and across the car
Vortex Fog also helps defining security boundaries and policies
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Vortex Fog efficiently and securely deals with car to car communication
Vortex Fog allows to decouple the transport used for in-car communication and that used for car-to-car communication
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Vortex Fog efficiently and securely deals with cloud connectivity adapting traffic flows and protocols
Device-to-Cloud Communication
Cloud Analytics
Fog AnalyticsFog Analytics
Fog Analytics
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Vortex Cloud efficiently and securely makes data available to any device at an Internet Scale
Device-to-Cloud Communication
Cloud Analytics
Fog AnalyticsFog Analytics
Fog Analytics
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Fog Computing will underpin the largest majority of IoT systems
Fog Computing Platforms are starting to emerge in the market
Vortex is the only Data-Sharing Technology that is Fog-Ready
In Summary
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Fog Computing Blog
http://bit.ly/fogblog-part-i
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