Podcast
Questions and Answers
What is a primary focus of newer definitions of IoT?
What is a primary focus of newer definitions of IoT?
- Service integration and identification in networks of objects. (correct)
- Connectivity requirements for entities in IoT environments.
- Sensory requirements for entities in IoT environments.
- The minimization of ubiquitous networks.
What capabilities does the Internet of Things (IoT) provide to physical objects?
What capabilities does the Internet of Things (IoT) provide to physical objects?
- The ability to be sold online through e-commerce platforms.
- The ability to be physically moved across different locations.
- The ability to be manufactured using 3D printing technology.
- The ability to be digitally augmented with sensors and communication interfaces. (correct)
Which of the following contributes to the complexity of integrating data and services from various devices in IoT?
Which of the following contributes to the complexity of integrating data and services from various devices in IoT?
- The lack of wireless communication standards.
- The limited availability of open-source software.
- The high cost of data storage in the cloud.
- Hundreds of incompatible protocols that coexist. (correct)
What distinguishes the Industrial Internet of Things (IIoT) from the consumer-focused IoT?
What distinguishes the Industrial Internet of Things (IIoT) from the consumer-focused IoT?
Which of the following is a technology function of an IIoT platform?
Which of the following is a technology function of an IIoT platform?
What role do manual and automated tasks play in device management within an IIoT platform?
What role do manual and automated tasks play in device management within an IIoT platform?
In the context of IIoT, what is the primary goal of 'data accessibility'?
In the context of IIoT, what is the primary goal of 'data accessibility'?
What does it mean for an IIoT platform to offer 'cloud-scale' scalability and reliability?
What does it mean for an IIoT platform to offer 'cloud-scale' scalability and reliability?
In the context of IIoT, what is the role of 'preventive, detective and corrective controls and actions'?
In the context of IIoT, what is the role of 'preventive, detective and corrective controls and actions'?
What main function do IoT platforms provide?
What main function do IoT platforms provide?
What is the primary function of a 'gateway' component in IoT architecture?
What is the primary function of a 'gateway' component in IoT architecture?
What capability does the Web of Things (WoT) provide to developers and applications?
What capability does the Web of Things (WoT) provide to developers and applications?
Which organization promotes the Web of Things (WoT) as a model to counter the fragmentation of IoT?
Which organization promotes the Web of Things (WoT) as a model to counter the fragmentation of IoT?
Which layer of the Web of Things (WoT) architecture is responsible for enabling Things to be searchable and automatically usable?
Which layer of the Web of Things (WoT) architecture is responsible for enabling Things to be searchable and automatically usable?
What is a key advantage of the Web of Things (WoT) in terms of complexity?
What is a key advantage of the Web of Things (WoT) in terms of complexity?
What is the main role of the 'Access Layer' in the Web of Things (WoT) architecture?
What is the main role of the 'Access Layer' in the Web of Things (WoT) architecture?
According to WoT design principles, how should Web Things expose their properties?
According to WoT design principles, how should Web Things expose their properties?
According to WoT design guidelines, what is the preferred data representation format?
According to WoT design guidelines, what is the preferred data representation format?
What does the HATEOAS design principle emphasize in the context of WoT?
What does the HATEOAS design principle emphasize in the context of WoT?
In the context of WebSockets for WoT, what advantage does reusing the hierarchical structure of Things and their resources as URLs offer?
In the context of WebSockets for WoT, what advantage does reusing the hierarchical structure of Things and their resources as URLs offer?
In the context of WoT integration, what is the direct integration pattern best suited for?
In the context of WoT integration, what is the direct integration pattern best suited for?
What problem does resource discovery in Web Things address?
What problem does resource discovery in Web Things address?
What does a web Thing Model primarily describe?
What does a web Thing Model primarily describe?
In Web Thing architecture, what purpose do 'properties' serve?
In Web Thing architecture, what purpose do 'properties' serve?
In the context of web Things, what is the role of 'actions'?
In the context of web Things, what is the role of 'actions'?
What are the benefits of Linked Data practices in semantic web?
What are the benefits of Linked Data practices in semantic web?
What role do search engines and other applications served by knowing a Web Thing's root URL and inspecting its JSON model?
What role do search engines and other applications served by knowing a Web Thing's root URL and inspecting its JSON model?
When describing semantic interoperability, how can it be achieved?
When describing semantic interoperability, how can it be achieved?
How are web resources better understood when using RDFa?
How are web resources better understood when using RDFa?
What constitutes the foundation of data modeling when structured through RDF?
What constitutes the foundation of data modeling when structured through RDF?
With initial information acquired, what is a technique you can use to find more to guide future actions?
With initial information acquired, what is a technique you can use to find more to guide future actions?
What would JSON-LD offer when describing data for Things?
What would JSON-LD offer when describing data for Things?
What is a primary goal of the W3C's Web of Things (WoT) model?
What is a primary goal of the W3C's Web of Things (WoT) model?
What is a key feature of the 'Access Layer' in the Web of Things (WoT) architecture regarding things?
What is a key feature of the 'Access Layer' in the Web of Things (WoT) architecture regarding things?
Why is the 'Levels that add functionality' approach of the Web of Things preferred over the OSI or Internet Protocol Stack layered approach?
Why is the 'Levels that add functionality' approach of the Web of Things preferred over the OSI or Internet Protocol Stack layered approach?
In the context of Web Thing architecture, what challenge does the 'Find' layer primarily aim to solve?
In the context of Web Thing architecture, what challenge does the 'Find' layer primarily aim to solve?
How does the 'Share' layer in the Web of Things architecture primarily contribute to the overall system?
How does the 'Share' layer in the Web of Things architecture primarily contribute to the overall system?
What does the 'Compose' layer in the WoT architecture primarily enable for developers?
What does the 'Compose' layer in the WoT architecture primarily enable for developers?
What benefit does direct integration provide when implementing a web Thing API?
What benefit does direct integration provide when implementing a web Thing API?
Why should Web Things implement HTTP status codes according to WoT design rules?
Why should Web Things implement HTTP status codes according to WoT design rules?
What does the HATEOAS constraint in WoT design rules primarily emphasize?
What does the HATEOAS constraint in WoT design rules primarily emphasize?
What is the role of Linked Data in the Semantic Web?
What is the role of Linked Data in the Semantic Web?
What role do gateways play in the integration architecture of Web of Things?
What role do gateways play in the integration architecture of Web of Things?
How can the problems of discovering how and where to make requests (protocol format and semantics) to Web Things be solved?
How can the problems of discovering how and where to make requests (protocol format and semantics) to Web Things be solved?
How does HTTP-based WoT architecture deal with real-time or event-driven IoT use cases?
How does HTTP-based WoT architecture deal with real-time or event-driven IoT use cases?
What is the purpose of 'resource discovery' in the Web of Things (WoT)?
What is the purpose of 'resource discovery' in the Web of Things (WoT)?
According to WoT design rules, what HTTP methods should Web Things support?
According to WoT design rules, what HTTP methods should Web Things support?
What are the two types of information Web Crawlers can gather from Web Things?
What are the two types of information Web Crawlers can gather from Web Things?
What does the WoT model define a 'Thing' to be?
What does the WoT model define a 'Thing' to be?
Why is it important to specify the desired data format in HTTP requests when retrieving device data in the Web of Things?
Why is it important to specify the desired data format in HTTP requests when retrieving device data in the Web of Things?
What does the 'id' property represent when describing metadata in Web Things?
What does the 'id' property represent when describing metadata in Web Things?
What information is included in the metadata of a Web Thing?
What information is included in the metadata of a Web Thing?
Why is the ability to discover the root URL and resources of a web Thing not always sufficient to enable full interaction with the Web Thing?
Why is the ability to discover the root URL and resources of a web Thing not always sufficient to enable full interaction with the Web Thing?
How does WebSockets usage benefit client-server communication in Web of Things?
How does WebSockets usage benefit client-server communication in Web of Things?
In the context of WebSockets for WoT, what specific advantage does reusing the existing URL structure offer?
In the context of WebSockets for WoT, what specific advantage does reusing the existing URL structure offer?
What is a primary advantage of using a cloud integration pattern in Web of Things?
What is a primary advantage of using a cloud integration pattern in Web of Things?
How does RDFa enhance web resources?
How does RDFa enhance web resources?
For a web Thing providing data about temperature using RDFa, how are the terms, their types and data related?
For a web Thing providing data about temperature using RDFa, how are the terms, their types and data related?
When should a new vocabulary based on the Web Thing Model be created?
When should a new vocabulary based on the Web Thing Model be created?
Why are cloud or gateway devices described as useful proxies for existing Web Things?
Why are cloud or gateway devices described as useful proxies for existing Web Things?
For a service exposing a new Web Thing Model, based on the WoT, how do other search engine components understand the function and purpose?
For a service exposing a new Web Thing Model, based on the WoT, how do other search engine components understand the function and purpose?
For general knowledge about search results, what could be used to provide background information about a new system?
For general knowledge about search results, what could be used to provide background information about a new system?
What are the key advantages of WebSockets over traditional HTTP polling for real-time WoT applications?
What are the key advantages of WebSockets over traditional HTTP polling for real-time WoT applications?
Within an IIoT platform, what does the function of ensuring 'data accessibility' involve primarily?
Within an IIoT platform, what does the function of ensuring 'data accessibility' involve primarily?
In the context of Industrial IoT (IIoT), what is a key focus of security measures implemented in an IIoT platform?
In the context of Industrial IoT (IIoT), what is a key focus of security measures implemented in an IIoT platform?
Which architectural component serves as an integration layer for different Sensors, Actuators, Devices, and Applications?
Which architectural component serves as an integration layer for different Sensors, Actuators, Devices, and Applications?
JSON-LD offers a means to provide what to JSON documents?
JSON-LD offers a means to provide what to JSON documents?
Why does the WoT architecture favor the 'levels that add functionality' approach over strict layering like OSI?
Why does the WoT architecture favor the 'levels that add functionality' approach over strict layering like OSI?
In Web of Things, what challenge does the 'Find' layer address beyond locating a Thing?
In Web of Things, what challenge does the 'Find' layer address beyond locating a Thing?
How is the 'Share' layer in the Web of Things architecture crucial for broader IoT applications?
How is the 'Share' layer in the Web of Things architecture crucial for broader IoT applications?
What is the key objective of the 'Compose' layer in the Web of Things (WoT) architecture?
What is the key objective of the 'Compose' layer in the Web of Things (WoT) architecture?
What is a primary benefit of direct integration pattern in implementing a web Thing API?
What is a primary benefit of direct integration pattern in implementing a web Thing API?
According to WoT design principles, why should Web Things that they implement HTTP?
According to WoT design principles, why should Web Things that they implement HTTP?
What is the main purpose of the HATEOAS constraint in the WoT design rules?
What is the main purpose of the HATEOAS constraint in the WoT design rules?
In Web Thing architecture, how are RDF data structures helpful for search engines and other applications?
In Web Thing architecture, how are RDF data structures helpful for search engines and other applications?
When integrating WoT using a gateway pattern, what primary issue is addressed?
When integrating WoT using a gateway pattern, what primary issue is addressed?
What solutions are used to solve the problems of discovering how and where to make requests to Web Things?
What solutions are used to solve the problems of discovering how and where to make requests to Web Things?
How can HTTP-based WoT architecture most effectively deal with real-time or event-driven IoT use cases?
How can HTTP-based WoT architecture most effectively deal with real-time or event-driven IoT use cases?
According to WoT design rules, which HTTP methods should Web Things support for effective resource management?
According to WoT design rules, which HTTP methods should Web Things support for effective resource management?
What are the limitations of only knowing a Web Thing’s root URL and resources?
What are the limitations of only knowing a Web Thing’s root URL and resources?
How does the hierarchical structure of Things and their resources as URLs offer unique advantages when using WebSockets for WoT?
How does the hierarchical structure of Things and their resources as URLs offer unique advantages when using WebSockets for WoT?
When should a new vocabulary based on the Web Thing Model be created in RDFa implementation?
When should a new vocabulary based on the Web Thing Model be created in RDFa implementation?
RDFa is a tool useful for search, why is it done directly in the HTML representation?
RDFa is a tool useful for search, why is it done directly in the HTML representation?
How does Linked Data improve the understanding of web resources using RDFa?
How does Linked Data improve the understanding of web resources using RDFa?
What component is the most basic?
What component is the most basic?
Why is JSON-LD particularly well-suited for describing data for Things?
Why is JSON-LD particularly well-suited for describing data for Things?
Flashcards
Internet of Things (IoT)
Internet of Things (IoT)
A system of physical objects that can be discovered, monitored, controlled, or interacted with by electronic devices connected to the internet.
Systems of systems
Systems of systems
Moving from individual systems to interconnected collections of systems working together.
Complex distributed systems
Complex distributed systems
Ultra large (Internet scale), highly heterogeneous and dynamic systems.
Key domains of complex distributed systems
Key domains of complex distributed systems
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Middleware
Middleware
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Portability, Interoperability, and Integrability
Portability, Interoperability, and Integrability
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Smart Things
Smart Things
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Industrial Internet of Things (IIoT)
Industrial Internet of Things (IIoT)
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Device management in IIoT
Device management in IIoT
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Integration in IIoT
Integration in IIoT
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Data Management in IIoT
Data Management in IIoT
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Analytics in IIoT
Analytics in IIoT
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Application enablement and management in IIoT
Application enablement and management in IIoT
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Security in IIoT
Security in IIoT
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IoT platforms
IoT platforms
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Sensor
Sensor
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Actuator
Actuator
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Device
Device
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Gateway
Gateway
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IoT Integration Middleware
IoT Integration Middleware
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Application
Application
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The Web of Things
The Web of Things
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WoT’s versatility and compatibility
WoT’s versatility and compatibility
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Pros of WoT
Pros of WoT
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REST architecture
REST architecture
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RESTful APIs
RESTful APIs
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Web Sockets
Web Sockets
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IoT application layer protocols
IoT application layer protocols
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The WoT architecture stack
The WoT architecture stack
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Access layer
Access layer
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WebSockets used
WebSockets used
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Second layer: Find
Second layer: Find
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Use by the second layer, Find
Use by the second layer, Find
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Web of Things data?
Web of Things data?
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Compose applications with WoT
Compose applications with WoT
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HTTP Servers for web things
HTTP Servers for web things
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Self Descriptive HTTP verbs
Self Descriptive HTTP verbs
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Compatibility with Websockets
Compatibility with Websockets
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Thing discovery
Thing discovery
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Resource Discovery
Resource Discovery
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Finding
Finding
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Web Thing
Web Thing
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Web Thing Model requirement
Web Thing Model requirement
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Metadata
Metadata
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Property
Property
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Actions for Web things
Actions for Web things
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Things attribute
Things attribute
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Semantic Web
Semantic Web
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Linked Data
Linked Data
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Uniform Resource Identifier (URI)
Uniform Resource Identifier (URI)
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Resource Description Framework (RDF)
Resource Description Framework (RDF)
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Study Notes
- Cloud Computing is part of Magistrale in Informatica.
- Flavio De Paoli's email contact is [email protected].
- Michele Ciavotta's email is [email protected].
- Information can be found at http://inside.disco.unimib.it/.
- Introduction to Web of Things is provided by INSIDE&S Lab.
- INSIDE&S Lab has a website at http://inside.disco.unimib.it/.
Next Future Scenario
- Intelligent Transportation Systems (ITS) are part of the next future scenario.
- Multi-energy stations are being applied now.
- EV car sharing is part of the future.
- Wind Farms will be updated.
- Battery storage systems are necessary.
- Next-generation vehicle center operation centers will be developed.
- Offshore wind farms are expanding.
- Environmentally-friendly designs are being implimented into new buildings.
- Regional EMS (Control centers) are necessary.
- Smart buildings will be linked through regional EMS.
- Mega Solar networks are coming into play.
- Biomass fuels are important as well.
- Small and medium smart buildings are being implimented.
- Electric buses will be used more often.
Smart Cities
- Cities are pillars towards sustainable societal development.
- In 2020, 55% of the world's population lived in urban areas, projected at 68% by 2050.
- Urban areas will grow by 2.5B people from 2018-2050..
- New urban built up area increases by 1.2M km^2 from 2020-2050.
- Generated in cities will increase by 80%
- Top 10 cities by GDP will generate $13.5T by 2035.
- Climate action targets: 40-55% reduction in greenhouse gas emissions, 32% share for renewable energy.
Power Centers of the Global Economy
- Cities are the new power centers.
- In 2035, the top 10 cities by GDP: New York ($2.5T), Tokyo ($1.9T), Los Angeles ($1.5T), London ($1.3T), Shanghai ($1.3T), Beijing ($1.1T), Paris ($1.1T), Chicago ($1.0T), Guangzhou ($0.9T), Shenzhen ($0.9T),
- Total GDP of these cities combined is $13.5T.
- GDP in PPP for Top 10 richest metro areas vs Countries with a similar GDP-PPP: New York $1,492 (Canada $1,584), Tokyo $1,624 (South Korea $1,754), Beijing $664 (Sweden $469), London $831 (Netherlands $840), Seul $903 (Malaysia $817), Moscow $750 (UAE $641), Los Angeles $928 (Australia $1,101), Paris $819 (South Africa $726), Shanghai $810 (Philippines $744), Osaka $681 (Switzerland $518)
Internet of Things (IoT)
- IoT handles communication and connectivity.
- Old defintions focused on connectivity and sensory requirements for entities involved in typical IoT environments
- New definitions focus on the need for ubiquitous and autonomous networks where identification and service integration are important.
- A dynamic global network infrastructure is a feature.
- Entities have identities, physical attributes, and virtual personalities.
- Self-configuring capabilities are important.
- Integration of intelligent interfaces are required.
- Standard and interoperable communication protocols are needed.
- Physical and virtual aspects have to be included.
IoT Definition
- IoT: a system of physical objects that can be discovered, monitored, controlled, or interacted with by electronic devices.
- These devices communicate via various networking interfaces and can be connected to the wider internet.
- IoT Systems: Automation connection to physical world, engagement to touch people and inside power digital business
System Trends
- Individual systems are moving to systems of systems.
- Complex distributed systems are ultra large, highly heterogeneous, and dynamic.
- Key domains: cyber-physical systems, smart cities, the smart grid, big data analytics, digital earth.
- Middleware plays a key role, residing between applications and services with underlying architecture and platform.
- Traditional middleware enhances portability, interoperability, and integrability.
- IoT and cloud computing have introduced unprecedented challenges for scale, dependability, and security.
"Thing" Definition
- Smart things, or Things, are physical objects that are digitally augmented with one or more of the following: sensors, actuators, computation, communication interfaces.
Limitations of IoT
- Numerous incompatible protocols exist.
- Protocols are based on the transport layer or layers below (OSI 1-6), optimizing power and bandwidth.
- These protocols limit compatibility, especially when devices from different manufacturers are involved.
- Data and services integration from various devices is complex and costly.
IIoT (Industrial Internet of Things)
- IoT is for consumer or end-user purposes.
- IIoT is used for industrial purposes like manufacturing, monitoring, and supply chain management.
- IIoT Platform technology provides Device management, integration, data management, analytics, application enablement and security.
- IIoT creates automated tasks to manage IoT devices and gateways remotely, in bulk, or individually.
- For integration includes software, tools and technologies to minimally address integration requirements across cloud and on-premise implementations.
- Data management includes ingesting IoT endpoint and edge device data, also requires a sotring from edge to enterprise platforms. Providing data accessibility (by devices, IT, OT, and engineering technology [ET] systems, and external parties, when required). Also important is enforcing data and analytics governance policies to ensure quality, security, privacy, and currency of data
- The IIoT systems analyse data streams, such as device, enterprise and contextual data, to provide insights into asset state by monitoring use, providing indicators, tracking patterns and optimizing asset use.
- They also analyse, such as rule engines, event stream processing, data vissualization and machine learning. For analytics.
- Application enablement and management enables business applications in any deployment model to analyze data and accomplish IoT-related business functions.
- These platforms also provide "cloud scale" scalability and reliability, delivering IoT solutions quickly and seamlessly. Includes application platform as a service (aPaaS) comprised of Infrastructure components, application development, run time, management, digital twin and data thread templates. Core consists of software to manage the OS, files, and inputs/outputs of platform as a service. Security requires compliance software, actions and tools such as preventive and detective for data privact.
IoT Platforms
- IoT platforms are the support software connecting everything in an IoT system.
- They facilitate communication, data flow, device management, and application functionality.
IoT Market Forecast
- Global trends show an increasing number of connected IoT devices in billions.
- A breakdown by connectivity: Other, Wireless neighborhood area networks (WNAN), Cellular 5G IoT, Wired IoT, LPWA Cellular IoT (excl. 5G, LPWA), Wireless local area networks (WLAN), Wireless personal area network (WPAN)
- Market insights are available from IoT Analytics, updated in September 2024.
Architecture
- The reference architectural components are the Sensor, Actuator, Device, Gateway, IoT Integration Middleware, and Application.
- A Sensor captures information on the physical environment by responding to a physical stimulus.
- An Actuator manipulates the physical environment.
- A Device connects to Sensors/Actuators.
- A Gateway forwards communication between Devices and further systems, translating different protocols.
- IoT Integration acts as integration layer for kinds of Sensors, devices, application and actuators.
Web of Things
- Web of Things(WoT) enables data exchange with any physical object or device using standard HTTP requests.
- The W3C promotes WoT and has a website at https://www.w3.org/WoT/.
Web of Things Architecture
- WoT architecture aims to counter IoT fragmentation using standardized web technologies.
- WoT architecture extends web technologies to enable integration and re-usable building blocks.
- Web of Things (WoT) Architecture 1.1 is a W3C Recommendation as of December 5, 2023.
- WoT high level layers are systems integration Wot-a-Mashup, REST Crawler, HTML for the networked things.
Pros of WoT
- Abstraction helps reduce issues with lower level code.
- This can provide benefits such as prototpying, deployment and large scale systems.
Internet Evolution
- The Internet has evolved from Social Web to Real-Time and Programmable Web, driven by technologies.
Web of Things Implementation
- Web of Things are implemented under the Application Layer and by use of the OSI model.
- These include network process to applications, data representation encryption etc.
- Application Layer uses REST to develop distributed web applications with protocols.
WoT Example
- A real-world example setup is in London, based on the "Building the Web Of Things" book by Dominique D. Guinard.
- It uses the URL devices.webofthings.io/pi/sensors/ to get information from the sensors and the URL devices.webofthings.io/pi/sensors/temperature/ to read the current sensor value.
- It's possible to receive data or update the data depending on which type of request (get, post, put etc) is used
WoT - Layers
- IoT Application layer protocols offer suitable features for embedded device deployment.
- But unlike IoT protocols HTTP WebSockets are required.
- WoT does not follow the OSI model but rather expands it into levels so that functionality can be expanded.
WoT Architecture
- Layer 1 Access: Access level the way things connects to the web are exposed and can be connected by a web API.
- Layer 2 is where access is granted and devices are automatically usable.
- Layer 3 is The share layer where tools such as API's and web protocols can be used for the web authentication.
- Layer 4 is where information is processed and build for humans
WoT - Access Layer
- The access layer is is the first connection to the web and things with resources.
- The resources can be connected in some way with Web APIs.
WoT Design Rules
- Design rules are the ability should use: HTTP, secure connections and a public address connected to everything
WoT - Web sockets
- WebSockets enable web servers to push notifications to web clients.
- It can be used efficiently by serving requests and optimizing to resource consumption.
- Also multiple full-duplex communication channels is required over a single TCP connection
- They can be connected to the Internet is standard ways. It reduces bandwidth consumption also increases the battery consumption Applications can subscribe events to a Thing by getting the protocol upgrade to WebSockets
WoT Integration
- Issues to be addressed when connecting the things to the world include the pattern for direct cloud connection, gateway integration and cloud patterns for the web to cloud.
- When implementing a Web thing API things are to be connected with the interent through TCP or HTTP servers.
- Where is this is a key benifit when there's less than 50 bytes of RAM and easy when thier isnt a battery for power required.
- The need for security is important with power and access requirements.
- Gataways are also a good way for batter power devices to stay connected to the web.
Design
- Thing discovery methods, finding web thing, describe web thing and data modeling
Findability
- Is is the ability to ease discover and understand of the web of things
- To offer for all web things used to expose that data
- Descriptions are usefull for finding the network or connecting
Integration
A quintuple: E: a set of entity id symbols (= constants)
- symbols (
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