{"id":5585,"date":"2023-07-05T19:15:47","date_gmt":"2023-07-05T19:15:47","guid":{"rendered":"http:\/\/leahknightcounselling.co.uk\/?p=5585"},"modified":"2023-11-02T16:05:33","modified_gmt":"2023-11-02T16:05:33","slug":"understanding-iot-platforms-towards-a","status":"publish","type":"post","link":"http:\/\/leahknightcounselling.co.uk\/?p=5585","title":{"rendered":"Understanding IoT Platforms : Towards a comprehensive definition and main characteristic description IEEE Conference Publication"},"content":{"rendered":"<p>For example, sensors can be used to measure the moisture content of soil, ensuring that crops are irrigated at the optimal time. IoT devices can also be used to monitor livestock health, track equipment and manage supply chains. Low-power or solar-powered devices can often be used with minimal oversight in remote locations. By using IoT technology to gather data about customer behavior, businesses can create more personalized and engaging experiences for their customers.<\/p>\n<div style='text-align:center'><iframe width='562' height='312' src='https:\/\/www.youtube.com\/embed\/yQz3A7fpX3k' frameborder='0' alt='iot platform definition' allowfullscreen><\/iframe><\/div>\n<p>It\u2019s therefore critical that all of these disparate components get tied together effectively and in a manageable way. Learn the basics and get started building&nbsp;simple end-to-end IoT applications. IoT technologies can be deployed in a customer focused way to increase satisfaction. For example, trending products can be restocked promptly to avoid shortages. The Internet of Things has a wide-ranging impact on human life and work.<\/p>\n<h2>Industrial Internet of Things (IIoT)<\/h2>\n<p>This leads to increased operational efficiency, reduced downtime, and improved product quality. The platform should provide robust analytics capabilities, including real-time analytics, machine learning, and predictive analytics. This empowers organizations to gain valuable insights from the vast amounts of data generated by IoT devices, enabling them to make data-driven decisions and optimize their operations. Benefits also apply to specific processes of the oil and gas industry.[46] The exploration process of oil and gas can be done more precisely with 4D  models built by seismic imaging. These models map fluctuations in oil reserves and gas levels, they strive to point out the exact quantity of resources needed, and they forecast the lifespan of wells. The application of smart sensors and automated drillers gives companies the opportunity to monitor and produce more efficiently.<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"https:\/\/www.globalcloudteam.com\/wp-content\/uploads\/2021\/03\/e52ae396-382b-4cd8-a602-a47f2f57a890-300x200.jpg\" width=\"306px\" alt=\"iot platform definition\"\/><\/p>\n<p>An IoT platform must have robust security measures in place to protect the integrity and confidentiality of data transmitted between devices and the platform. This includes encryption, authentication, and access control mechanisms. Additionally, the platform should have built-in capabilities for detecting and mitigating security threats, such as intrusion detection and prevention systems. In this section, we will delve into the fundamental building blocks that constitute an IoT platform. From device connectivity to data management and security, we will explore the key components that make an IoT platform robust and efficient.<\/p>\n<h2>Organizations<\/h2>\n<p>Today, you\u2019ll find chip manufacturers like ARM, who have robust connectivity and Cloud platforms. Or Cloud providers like Microsoft who have a robust IoT device platform (Azure Sphere). You can use single-board computers with sensors such as Arduino or Raspberry Pi.<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"https:\/\/www.globalcloudteam.com\/wp-content\/uploads\/2022\/10\/Android.png\" width=\"302px\" alt=\"iot platform definition\"\/><\/p>\n<p>IoT applications span numerous verticals, including automotive, telecom and energy. IoT devices share the sensor data they collect by connecting to an IoT gateway, which acts as a central hub where IoT devices can send data. Before the data is shared, it can also be sent to an edge device where that data is analyzed locally. Analyzing data locally reduces the volume of data sent to the cloud, which minimizes bandwidth consumption. The billions of IoT devices in use have naturally created new vulnerabilities for companies.<\/p>\n<h2>Evaluating Security Measures<\/h2>\n<p>This will help you choose the right platform and develop a focused implementation plan. If you are not thinking of using an IoT platform, I assure you your competitor is. Don\u2019t be surprised if they beat you to market and are able to provide more value-added features faster. One of the big advantages of jumping onto an IoT platform is that you piggyback on their growth. Top companies have hundreds of developers working on enhancements and new functionality. The gap you are experiencing might be covered in the next release, not to mention the new functionality, partners, and tools they\u2019ll continue to provide throughout the years.<\/p>\n<p>For example, retailers can use IoT sensors to track customer movements in stores and deliver personalized offers based on their behavior. Cloud technology is used for remote data storage and <a href=\"https:\/\/bitcoin-mining.biz\/artificial-intelligence-machine-learning-deep\/\">artificial intelligence machine learning<\/a> IoT device management \u2013 making the data accessible to multiple devices in the network. The Internet of Things gives businesses access to advanced analytics that uncover new opportunities.<\/p>\n<h2>Scale differentiated solutions<\/h2>\n<p>Research shows that manufacturing is moving toward a micro-services and applications model fast. This is because modern manufacturing, where conditions and requirements change often, requires an agile approach. In fact, they can encompass a huge variety of hardware and software features. They are enablers, tools for creating new connections and applications.<\/p>\n<ul>\n<li>This will help you choose the right platform and develop a focused implementation plan.<\/li>\n<li>Consumers, for example, can use IoT-embedded devices &#8212; such as cars, smartwatches or thermostats &#8212; to improve their lives.<\/li>\n<li>The platform unifies the functions of data collection, device management, and communication.<\/li>\n<li>In conclusion, understanding the concept of IoT platform definition is crucial in today\u2019s interconnected world.<\/li>\n<li>Establish robust data governance practices to ensure data quality, security, and compliance.<\/li>\n<\/ul>\n<p>The Internet of Things (IoT) is the network of physical objects that contain embedded technology to communicate and sense or interact with their internal states or the external environment. Fourth, data analysis capability is an important criterion for choosing IoT platforms. Data provides recommendations for operations or simple daily activities to improve efficiency or experience. Fueled by the massive amount of research by companies, universities and governments around the globe, machine learning is a rapidly moving target. Breakthroughs in AI and ML seem to happen daily, rendering accepted practices obsolete almost as soon as they&#8217;re accepted. One thing that can be said with certainty about the future of machine learning is that it will continue to play a central role in the 21st century, transforming how work gets done and the way we live.<\/p>\n<h2>Analytics Capabilities<\/h2>\n<p>Using the web, programmers could check the status of the machine and determine whether there would be a cold drink awaiting them, should they decide to make the trip to the machine. Ready to learn more about the Internet of Things and its applications? Enroll in the beginner-friendly, self-paced online course Introduction to IoT and Embedded Systems offered by the University of California Irvine on Coursera. Explore IBM Maximo to learn how IoT data, analytics and AI can help streamline your asset operations.<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"https:\/\/www.globalcloudteam.com\/wp-content\/uploads\/2021\/04\/4f2b2a1c-16f5-4c44-a28d-a8677ab16216-768x432.jpg\" width=\"306px\" alt=\"iot platform definition\"\/><\/p>\n<p>IoT frameworks help support the interaction between &#8220;things&#8221; and allow for more complex structures like distributed computing and the development of distributed applications. By now, it should be clear that there are many benefits to leveraging commercially available IoT platforms. But believe it or not, many companies, particularly those who are engineering-driven, believe that they need to build every single piece of their IoT  solution. As you move towards market fit and scale, the focus should shift towards IoT platforms with more scalability, stability, and a global footprint. For this stage, you can also leverage hardware components like Arduino, Beagle Bone, Raspberry Pi, or the OEM version of CompactRIO as the core of your device.<\/p>\n<h2>What is an IoT platform, anyway?<\/h2>\n<p>The industrial internet of things (IIoT) refers to interconnected sensors, instruments, and other devices networked together with computers&#8217; industrial applications, including manufacturing and energy management. Using IIoT in car manufacturing implies the digitalization of all elements of production. With IIoT, new tools and functionalities can be included in the manufacturing process. For example, 3D printers simplify the way of shaping pressing tools by printing the shape directly from steel granulate.[43] These tools enable new possibilities for designing (with high precision).<\/p>\n<p>It uses machine learning or artificial intelligence (AI) technology to analyze this data and make informed decisions. These decisions are communicated back to the IoT device and the IoT device then responds intelligently to inputs. Ambient intelligence and autonomous control are not part of the original concept of the Internet of things. Ambient intelligence and autonomous control do not necessarily require Internet structures, either. By reinforcement learning approach, a learning agent can sense the environment&#8217;s state (e.g., sensing home temperature), perform actions (e.g., turn HVAC on or off) and learn through the maximizing accumulated rewards it receives in long term. Hardware, software, network, and user interface are four components of an IoT system.<\/p>\n<p>Deep learning models can automatically learn and extract hierarchical features from data, making them effective in tasks like image and speech recognition. Ensure proper change management practices are in place to address potential resistance and ensure a smooth transition. Communicate the benefits of the IoT platform, provide training, and involve stakeholders early in the process to increase adoption and maximize the platform\u2019s potential.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>For example, sensors can be used to measure the moisture content of soil, ensuring that crops are irrigated at the optimal time. IoT devices can also be used to monitor livestock health, track equipment and manage supply chains. Low-power or solar-powered devices can often be used with minimal oversight in remote locations. By using IoT [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[13],"tags":[],"_links":{"self":[{"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/5585"}],"collection":[{"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5585"}],"version-history":[{"count":1,"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/5585\/revisions"}],"predecessor-version":[{"id":5586,"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=\/wp\/v2\/posts\/5585\/revisions\/5586"}],"wp:attachment":[{"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5585"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5585"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/leahknightcounselling.co.uk\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5585"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}