Introduction to IoT Systems

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Questions and Answers

What is the primary function of sensors in an IoT system?

The primary function of sensors in an IoT system is to collect real-time data from their surroundings.

Why is having a unique IP address important for devices in an IoT system?

A unique IP address is important as it allows devices to be easily identifiable over a large network.

What role do processors play in an IoT system?

Processors serve as the brain of the IoT system, processing data captured by sensors and extracting valuable information.

How do gateways contribute to the functionality of an IoT system?

<p>Gateways are responsible for routing processed data and providing network connectivity for communication.</p> Signup and view all the answers

What are applications used for in the context of IoT?

<p>Applications are used for the proper utilization of collected data and are controlled by users to deliver specific services.</p> Signup and view all the answers

What is meant by 'autonomous' and 'user-controlled' in relation to IoT devices?

<p>'Autonomous' means devices can operate independently, while 'user-controlled' indicates they function based on user input or commands.</p> Signup and view all the answers

Why is user perspective important when designing IoT-enabled products?

<p>User perspective is crucial as it helps designers understand customer needs and how IoT can address specific pain points.</p> Signup and view all the answers

Can you name some examples of sensors used in IoT systems?

<p>Examples of sensors in IoT systems include gas sensors, water quality sensors, and moisture sensors.</p> Signup and view all the answers

Why is prototyping critical in the early stages of IoT projects?

<p>Prototyping is critical because IoT solutions are often difficult to upgrade after deployment, making rapid iteration essential for effective design.</p> Signup and view all the answers

What challenges do users face when upgrading IoT devices?

<p>Users may face difficulties due to the cost of upgrades and the practical challenges of replacing devices once they are installed.</p> Signup and view all the answers

What role do alliances play in the IoT ecosystem?

<p>Alliances help establish common standards and technologies for IoT, although no universal body currently exists.</p> Signup and view all the answers

Identify two organizations involved in international IoT standards development.

<p>IEEE and IETF are two organizations involved in developing international standards for IoT.</p> Signup and view all the answers

What defines a basic IoT device?

<p>A basic IoT device is defined by its ability to provide essential services like sensor readings or actuation tasks with limited user interaction.</p> Signup and view all the answers

List two key properties of IoT devices.

<p>Two key properties of IoT devices are the microcontroller and the power source.</p> Signup and view all the answers

What types of communication can IoT devices utilize?

<p>IoT devices can utilize cellular, wireless, or wired LAN and WAN communication.</p> Signup and view all the answers

What is IoT architecture?

<p>IoT architecture is the structure comprising components like sensors, actuators, cloud services, and protocols involved in IoT networking systems.</p> Signup and view all the answers

What is the significance of device management in IoT?

<p>Device management is significant for provisioning, firmware updates, bootstrapping, and monitoring IoT devices.</p> Signup and view all the answers

What are the two primary classifications of IoT architecture?

<p>IoT architecture can be classified into a four-layered architecture and a five-layered architecture.</p> Signup and view all the answers

What components are included in the four-layered architecture of IoT?

<p>The four-layered architecture includes media/device layer, network layer, service and application support layer, and application layer.</p> Signup and view all the answers

Describe the function of the sensor/perception layer in IoT architecture.

<p>The sensor/perception layer is responsible for collecting and transmitting raw data from devices such as sensors and RFID tags.</p> Signup and view all the answers

What role does the network layer play in IoT architecture?

<p>The network layer is responsible for routing data to upper layers using network protocols.</p> Signup and view all the answers

What is the purpose of the middleware layer in IoT architecture?

<p>The middleware layer stores information processed from lower layers and supports decision-making based on this data.</p> Signup and view all the answers

Explain the function of the application layer in IoT architecture.

<p>The application layer consists of the user interface for various applications such as home automation and health monitoring.</p> Signup and view all the answers

What does the business layer in IoT architecture determine?

<p>The business layer determines future actions based on the analysis of data provided by lower layers.</p> Signup and view all the answers

What is the first stage in managing M2M data?

<p>Data generation.</p> Signup and view all the answers

How does data acquisition function in the context of M2M interactions?

<p>Data acquisition collects data from devices over wired or wireless links.</p> Signup and view all the answers

What is the purpose of data validation in M2M data management?

<p>To check the correctness and meaningfulness of acquired data.</p> Signup and view all the answers

What is meant by 'Big Data' in the context of M2M interactions?

<p>It refers to the large amount of information generated by machines.</p> Signup and view all the answers

What is the objective of data processing in M2M data management?

<p>To enhance data whether it's stored or in motion for future needs.</p> Signup and view all the answers

What does data remanence refer to in M2M data management?

<p>Residual data that remains after deletion or removal from electronic media.</p> Signup and view all the answers

What techniques are used to handle data remanence?

<p>Overwriting, degaussing, encryption, and physical destruction.</p> Signup and view all the answers

Why is data analysis important in the management of M2M data?

<p>It helps to extract information from data repositories for decision-making.</p> Signup and view all the answers

What is one major challenge faced by enterprise systems in processing IoT data?

<p>Enterprise systems are overloaded when trying to process a high rate of non- or minor-relevancy data.</p> Signup and view all the answers

How can the intelligence and computation in IoT be effectively managed?

<p>By distributing intelligence and computation across the network, including on edge nodes like the IoT devices themselves.</p> Signup and view all the answers

What does the term 'Everything-as-a-Service' (XaaS) signify?

<p>XaaS signifies services and applications that users can access on the Internet upon request.</p> Signup and view all the answers

Give an example of offerings that have emerged under the XaaS model apart from SaaS, PaaS, and IaaS.

<p>Examples include data-as-a-service, security-as-a-service, and communication-as-a-service.</p> Signup and view all the answers

What is a practical benefit of minimizing communication with enterprise systems in IoT?

<p>It ensures that only relevant data is transmitted, thus reducing system overload and optimizing processing capabilities.</p> Signup and view all the answers

How has the concept of XaaS changed traditional service delivery?

<p>XaaS allows consumers to access a wider range of services digitally, from food delivery to medical consultations, reducing the need for physical presence.</p> Signup and view all the answers

Why is the trend towards distributed business processes in IoT important?

<p>It allows for enhanced efficiency in data processing and management by leveraging the computational power of devices themselves.</p> Signup and view all the answers

What role does increased computational resources on devices play in IoT?

<p>Increased resources, like memory and multi-core CPUs, enable devices to perform necessary computations locally, reducing reliance on central systems.</p> Signup and view all the answers

What mechanism allows consumers to access computing capabilities without requiring human interaction?

<p>Automatic provisioning allows consumers to access computing capabilities without human interaction.</p> Signup and view all the answers

How do service providers ensure resource availability in a cloud computing environment?

<p>Service providers use resource pooling to dynamically assign resources based on consumer demand.</p> Signup and view all the answers

What is meant by 'rapid elasticity' in cloud computing?

<p>Rapid elasticity refers to the ability to provision and release capabilities quickly to scale according to demand.</p> Signup and view all the answers

What are some resources that can be monitored and reported in a cloud service?

<p>Resources such as storage, processing, memory, and network bandwidth can be monitored and reported.</p> Signup and view all the answers

In which cloud service model do end-users typically not manage the underlying infrastructure?

<p>In the Software as a Service (SaaS) model, end-users do not manage the underlying infrastructure.</p> Signup and view all the answers

What is a significant characteristic of cloud computing concerning location control?

<p>There is a sense of location independence since customers generally have no control over the exact location of resources.</p> Signup and view all the answers

Why is the capability of 'measured service' important in cloud computing?

<p>Measured service is important because it allows for monitoring, controlling, and reporting resource usage.</p> Signup and view all the answers

What types of devices can access cloud services due to broad network access?

<p>Cloud services can be accessed via various devices including mobile phones, tablets, laptops, and workstations.</p> Signup and view all the answers

Flashcards

What is IoT Architecture?

Refers to the interconnected components like sensors, actuators, cloud services, protocols, and layers that make up IoT systems.

Why is IoT Architecture layered?

A framework that divides IoT systems into layers, helping to manage, monitor, and ensure system stability.

How does data flow in IoT architecture?

It involves the flow of data from sensors or devices to the cloud, where it gets processed, analyzed, and stored.

What is the perception layer in IoT architecture?

This layer is responsible for collecting raw data from sensors, RFID tags, and other devices using wireless technologies.

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What is the network layer in IoT architecture?

This layer focuses on routing the collected data to the next layer using network protocols.

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What is the middleware layer in IoT architecture?

This layer stores and processes the data collected from lower layers, helping to make decisions based on the information.

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What is the application layer in IoT architecture?

This layer focuses on the application of IoT data, ranging from home automation to health monitoring, and user interface design.

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What is the business layer in IoT architecture?

This layer analyzes data from the lower layers and decides future actions based on that information.

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Rapid Prototyping in IoT

The process of rapidly iterating on designs using prototypes to gather feedback and improve a product. This is crucial in IoT development, where devices might be difficult to upgrade.

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What is an IoT Device?

A hardware unit that can sense its environment and/or perform tasks in its environment. It typically has a microcontroller, power source, sensors, actuators, and communication capabilities.

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What are Basic IoT Devices?

Devices that provide basic sensor readings, actuation tasks, and sometimes limited user interaction.

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What is an Execution Environment (EE) in IoT?

A software platform that manages the lifecycle of applications on an IoT device. It provides APIs for developers to interact with the device and its functionalities.

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What are Standards in IoT?

A common set of rules and specifications that ensure different IoT devices and systems can communicate and interoperate with each other.

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Why are IoT Alliances Formed?

A group of companies working together to create agreed-upon standards for IoT technologies. This helps to ensure interoperability and reduces fragmentation in the IoT ecosystem.

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Interoperability in IoT

The ability of different IoT devices and systems to work together seamlessly, regardless of the manufacturer or technology used.

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What is Device Management (DM) in IoT?

A process of configuring and setting up an IoT device for use. It includes tasks like assigning an identity, connecting to a network, and installing necessary software.

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IoT Devices

Devices that collect data from their surroundings (sensors) or send data to their surroundings (actuators). They must be uniquely identifiable with an IP address for easy recognition on a network. They are active, collecting real-time data, and can operate independently or be user-controlled.

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Processors in IoT

The brain of the IoT system, responsible for processing raw data from sensors to extract valuable insights. It provides intelligence to the data by analyzing it in real-time and securing it through encryption. Embedded hardware devices like microcontrollers perform this processing.

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IoT Gateways

They connect various parts of the IoT system, acting as a bridge for communication. Gateways route data to the appropriate location for analysis and utilization, ensuring data flow and network connectivity, crucial for any IoT system.

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IoT Applications

Applications form the user-facing aspect of the IoT, utilizing the collected data to deliver services. They are cloud-based programs that provide meaningful insights and functionality based on the data analyses. They are controlled by users and often provide tangible outputs like home automation, security, or industrial control.

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Understanding User Needs

This crucial principle involves understanding the needs and problems of users. Designers should focus on how their IoT product addresses those needs, providing valuable solutions that make a difference in people's lives.

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Security in IoT

IoT products should be designed with security as a top priority. Security measures like encryption, authentication, and access control are essential to safeguard user data, privacy, and the overall integrity of the system.

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User-Centered Design

IoT products should be designed to be intuitive and user-friendly, minimizing complexity and maximizing usability. User interfaces, controls, and interactions should be simple and clear, ensuring a seamless and enjoyable experience.

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Sustainable IoT Design

Sustainability is crucial for any IoT project. Consider long-term aspects like energy efficiency, material usage, and ethical considerations during the design process. The goal is to create products that minimize their impact on the environment and promote responsible development.

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Data Generation

The initial stage where data is produced by a device, system, or their interactions. It can be generated actively (e.g., sensor readings) or passively (e.g., system log events). The frequency of data generation depends on the device capabilities and application needs.

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Data Acquisition

The collection of generated data from devices or systems. This involves communication with distributed devices over wired or wireless links, respecting security, protocol, and application requirements.

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Data Validation

Ensuring the accuracy and meaningfulness of data acquired from devices or systems. It typically involves applying rules, semantic annotations, or other logic to verify data integrity.

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Data Storage

The storage of vast amounts of data generated by M2M interactions. This data, often referred to as 'Big Data,' requires efficient storage solutions for further processing and analysis.

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Data Processing

The process of manipulating data that is either at rest (stored) or in motion (streaming), enhancing it for future use. This can include cleaning, transforming, or aggregating data.

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Data Remanence

The persistence of data even after it's erased or removed from storage. It refers to the possibility of recovering deleted information, posing security risks. Various techniques such as overwriting, degaussing, encryption, and physical destruction are used to mitigate this risk.

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Data Analysis

The analysis of stored data to extract meaningful information and support decision-making processes. It involves applying techniques to understand patterns, trends, and insights from the data.

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Everything-as-a-Service (XaaS)

A model where all services and applications can be accessed on the internet upon request, encompassing various components like software, platforms, infrastructure, data, security, communication, etc.

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Distributed Business Processes in IoT

A key concept in IoT where intelligence and computational processing are distributed across the network, including edge nodes like devices themselves, instead of solely relying on centralized enterprise systems.

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Minimizing Communication in IoT

A technique to minimize communication between devices and enterprise systems by only transferring relevant data, instead of processing all incoming data at the enterprise level.

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Distributed Intelligence in IoT

A key advantage of distributed business processes, where devices utilize their own resources (like memory and multi-core CPUs) to perform tasks and make decisions, reducing reliance on centralized systems.

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Traditional Approach to IoT Data Processing

An approach where enterprise systems would struggle to handle the massive amount of data generated by IoT devices, leading to overloading and inefficient processing.

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Enterprise Systems Processing All IoT Data

A process where enterprise systems attempt to process all data from devices, even if it is non-relevant or minor, causing potential strain and inefficiency.

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Enhanced Device Capabilities in IoT

A key benefit of distributed business processes, where devices can perform more complex actions based on the information they gather and process, leading to smarter and more efficient operations.

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Evolution of Intelligence in IoT

A shift from centralized intelligence to decentralized intelligence, where devices can make decisions based on local data and perform more complex actions, reducing reliance on enterprise systems.

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Rapid elasticity in cloud computing

The ability for consumers to request and release computing resources like server time and storage on demand, without manual intervention.

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Resource pooling in cloud computing

The service provider pools numerous physical and virtual resources to serve many customers, dynamically assigning and re-assigning them based on demand.

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Broad network access in cloud computing

Cloud services are accessible over various networks through standard mechanisms, allowing them to function on a range of devices, from thin clients to powerful workstations.

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Location independence in cloud computing

The consumer is not aware of the physical location of the resources but can specify it at a higher abstraction level. (e.g., country, state, or data centre.)

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Software as a Service (SaaS)

A cloud service model where software is delivered to users on demand, typically through a web browser. The user does not manage the infrastructure, and it is handled by a service provider. Examples include online office suites and CRM tools.

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Measured Service in cloud computing

The act of automatically monitoring, managing, and optimizing resource usage in cloud systems. It involves metering resources like storage, processing, bandwidth, and active user accounts.

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Cloud Deployment Options

Cloud computing offers various service models and deployment options depending on the enterprise's needs and preferences.

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SaaS Service Model

Software as a Service (SaaS) allows consumers to access and use software applications through a subscription-based model. End-users don't manage the cloud infrastructure.

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Study Notes

IoT Architectural Overview

  • IoT architecture encompasses interconnected components like sensors, actuators, cloud services, protocols, and layers.
  • It's layered to facilitate administrators evaluating, monitoring, and maintaining system integrity.
  • The IoT architecture is a four-step process: data flows from sensors to a network and then to the cloud for processing, analysis, and storage.

Four- and Five-Layered Architectures

  • Four-layered: Consists of media/device, network, service/application support, and application layers.
  • Five-layered: Includes perception, network, middleware, application, and business layers.

Functions of Each Layer

  • Sensor/Perception Layer: This layer encompasses wireless devices, sensors, and RFID tags that collect and transfer data (temperature, moisture, etc.).
  • Network Layer: This layer is responsible for data routing to the next layer using wired/wireless technologies.
  • Middleware Layer: With databases to store information received from lower layers, it performs processing and uses the results for further decisions.
  • Service and Application Support Layer: Involves business process modeling, execution, IoT service monitoring, and resolution.
  • Application Layer: Consists of interfaces for applications like home automation, electronic health monitoring.
  • Business Layer: Determines future actions based on the data from lower layers.

4-Stage IoT Architecture

  • A hierarchical representation of the IoT layers, displaying data flow and control flow.
  • Top layers, including Application and Data Processing, are positioned for processing and management.
  • The bottom layer, Sensing, consists of physical objects, sensors, and actuators.

IoT Architecture (Perception/Sensing Layer)

  • The first layer of any IoT system comprises "things" or endpoint devices that connect the physical and digital worlds.
  • Sensors and actuators gather, process, and transmit data wirelessly or through wires.

IoT Architecture (Network Layer)

  • This layer outlines data movement throughout the application.
  • It includes data acquisition systems (DAS) and internet gateways, responsible for aggregating and converting data (e.g., from analog to digital).
  • It facilitates connections between sensor devices, servers, and smart devices.

IoT Architecture (Processing Layer)

  • The processing layer acts as the brain of the IoT system by analyzing, pre-processing, and storing data before relaying to the data center.
  • This manages and monitors data.

IoT Architecture (Application Layer)

  • Application layer is the user interaction layer of the IoT ecosystem.
  • User interface and application services for users.
  • Examples include smart home automation, monitoring, etc.

Building Blocks of IoT

  • Sensors: The front-end devices collecting data from surroundings or transmitting data (actuators). They must be uniquely identifiable.
  • Processors: Extract meaningful data from massive raw data, performing intelligence processing.
  • Gateways: Route processed data to appropriate locations, facilitating data communication. Examples include LAN, WAN, and PAN.
  • Applications: Facilitate data usage and provide services (e.g. home automation, security systems).

M2M and IoT Technology Fundamentals- Devices and Gateways

  • A device is a hardware unit sensing environment and performing tasks within it.
  • Microcontroller is the basic processing unit, and other components include power source (fixed, battery, etc.), communication (cellular, wireless), Operating System (OS), applications, user interface, device management, and execution environment.

Device Types

  • Basic Devices: Collect sensory data and optionally interact with users, often reliant on wired/wireless LAN communication and require a gateway for WAN access.
  • Advanced Devices: Handle application logic and WAN connections. Often host applications enabling multiple applications and device management.

Deployment Scenarios for Devices

  • Home Alarms: Typical devices in a home automation system
  • Smart Meters: Monitor and aggregate resource usage.
  • Advanced Devices examples: Onboard units in vehicles, autonomous robots, video cameras, and monitoring of remote devices.

Gateways

  • Translate between different protocols (e.g., IEEE 802, 15.4/802.11 to Ethernet/cellular).
  • Often work at physical and link layer, but also handles application layer translation.
  • Examples: ZigBee gateways, translating from ZigBee to SOAP and IP.
  • Common data management functions for gateways include data management, sensor readings, and data caching and filtering.

M2M Communication

  • Allows communication between devices of the same type for specific applications.
  • M2M is used for asset tracking, remote monitoring, etc., and doesn't typically involve communication directly to the internet.
  • A typical M2M system integrates M2M devices, communication networks, service enabling, and application logic.

Managing M2M Data

  • Data Generation: Data generation encompasses the active or passive creation of data by interactions among devices.
  • Data Acquisition: The process of collecting M2M data.
  • Data Validation: Checking the accuracy and meaningfulness of acquired data.
  • Data Storage: Storing acquired data for future processing.
  • Data Processing: Data processing transforms raw data and provides calculated values.
  • Data Remanence: Residual data traces even after deletion or removal.
  • Data Analysis: Analysis of captured data.

IoT

  • IoT is a collective term for technologies, systems, and designs related to internet-connected devices within the physical environment.
  • IoT differs from M2M in that IoT extends to broader internet communication.
  • It encompasses various applications (e.g., smart cities, agriculture, health).

LAN and WAN

  • LANS (Local Area Networks): Networks within a limited geographical area (e.g., house, building). LANs facilitate data sharing and resource (printers, etc.) access.
  • WANs (Wide Area Networks): networks spanning large geographic distances (e.g., countries). WANs use high-end telecommunication lines for connectivity and are generally more expensive and complex to set up and manage.

Business Processes in IoT

  • Business processes encompass related activities within an enterprise aiming for specific outcomes (management, operational, support).
  • Business processes in the IoT are transforming through real-time data, leading to automated decision-making.

Everything-as-a-Service (XaaS)

  • A service-delivery model where virtualized services and applications are accessed and used remotely via the internet.
  • This offers flexibility to scale up or down as required.
  • Examples include Hardware-as-a-Service (HaaS), Communication-as-a-Service (CaaS), Desktop-as-a-Service (DaaS), Healthcare-as-a-Service (HaaS), and Transportation-as-a-Service (TaaS).

Cloud Computing Characteristics

  • On-Demand Self-Service: Customers can provision computing resources on their own.
  • Broad Network Access: Resources are accessible through network-connected devices.
  • Resource Pooling: Provider resources are pooled, with allocation based on consumer needs.
  • Rapid Elasticity: Resources can be scaled up or down quickly.
  • Measured Service: The provider's resource use is measured, allowing billing based on consumption.

Deployment Models

  • Private Cloud: cloud infrastructure for exclusive use by a single organization.
  • Community Cloud: cloud infrastructure shared by a specific community of consumers with shared concerns.
  • Public Cloud: cloud infrastructure shared with the general public.
  • Hybrid Cloud: composition of two or more distinct cloud infrastructure types (private, community, or public) that remain as separate entities.

Distributed Business Processes in IoT

  • To effectively handle the vast scale and data volume of IoT, processes need distribution onto the network and device layers.
  • Focus is on minimizing communication between enterprise systems and distributing the required intelligence and computation to the edge devices.

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