Practical IoT Data Processing & Management for Businesses

Debashree Kabi | August 10, 2022 | 908 views | Read Time : 03:33 min

Practical IoT Data Processing
IoT has undeniably become the massive growth propellant for modern-day business. Enterprises employ intelligent systems to improve production in factories, and reduce costs, build industrial automation systems to replace human assignments, monitor and reduce energy; and develop autonomous transportation to enhance driver safety.

Inside these embedded systems are sensors that rapidly transmit data that must be immediately captured, processed, and acted upon.

Traditional embedded database solutions don't understand and meet the complex needs of IoT devices when it comes to processing and managing data. IoT edge database solutions that can understand the constant data stream from sensors enable devices to make crucial decisions in milliseconds.


Real-time Edge Data Processing

Enterprisers and business owners prefer scalable edge data management solutions to deploy hundreds of IoT devices so that each device can manage, collect, and analyze the massive amounts of data these IoT sensors produce without losing performance.

These devices must capture and store critical information so that the IoT node can make independent decisions and trigger appropriate reactions.

Database queries allow device apps to get the information they need to make intelligent decisions in real-time, quickly and without wasting time. To be successful in the IoT, you need the right data management software and the ability to quickly collect and connect device data rapidly to get low latency.


IoT Data Processing and Management

Standard data management solutions do not fully address the complexity of architecting software for IoT data processing. Despite being the primary data source, sensors are often constrained by their limitations and fail to provide sophisticated analysis.

The focus of IoT data analysis and management is to harvest real-time information and make sense of it quickly.

A good solution uses technologies that many developers are already familiar with, like SQL, to solve the new problem of analyzing IoT sensors directly on edge devices.


Conclusion

While building a device application, at every stage, developers must make tough calls to select the best data management and database software to launch their edge-centric IoT systems. Such costly decisions consume significant development and validation time as well.

Using existing IoT data management platforms is a better way to deal with scaling, security, and the weight of data. Businesses can set up, connect, and grow their IoT infrastructure with these platforms. Organizations don't have to build their own IoT infrastructure from scratch. Instead, they can use IoT platforms that give them access to IoT devices, cloud infrastructure, and networks worldwide. Small and medium-sized businesses may find this method saves money.

Spotlight

ICS

Delivering World-Class Applications for Embedded & Mobile Devices. ICS provides integrated custom software development and UX design for touchscreen, mobile, embedded and desktop applications for leading Fortune 1000 companies worldwide. We blend the art of visual design and agile engineering to help our clients develop their products into devices that delight on a wide range of technologies including, Qt, QML, QNX, Windows 8, Windows Phone 8, HTML5, iOS and Android. Additionally, ICS provides the leading Motif solutions for GUI Builders, testing tools, widgets, and libraries. Visit the ICS MotifZone site for info on our Motif products and Motif itself.

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Security Implications of Cloud-based IoT Software

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Article | June 2, 2022

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Article | July 6, 2022

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Article | July 6, 2022

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ICS

Delivering World-Class Applications for Embedded & Mobile Devices. ICS provides integrated custom software development and UX design for touchscreen, mobile, embedded and desktop applications for leading Fortune 1000 companies worldwide. We blend the art of visual design and agile engineering to help our clients develop their products into devices that delight on a wide range of technologies including, Qt, QML, QNX, Windows 8, Windows Phone 8, HTML5, iOS and Android. Additionally, ICS provides the leading Motif solutions for GUI Builders, testing tools, widgets, and libraries. Visit the ICS MotifZone site for info on our Motif products and Motif itself.

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AWS Announces General Availability of AWS IoT FleetWise

AWS | September 28, 2022

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Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—trust AWS to power their infrastructure, become more agile, and lower costs. To learn more about AWS, visit aws.amazon.com. About Amazon Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking. Amazon strives to be Earth’s Most Customer-Centric Company, Earth’s Best Employer, and Earth’s Safest Place to Work. Customer reviews, 1-Click shopping, personalized recommendations, Prime, Fulfillment by Amazon, AWS, Kindle Direct Publishing, Kindle, Career Choice, Fire tablets, Fire TV, Amazon Echo, Alexa, Just Walk Out technology, Amazon Studios, and The Climate Pledge are some of the things pioneered by Amazon.

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Velodyne Lidar | September 29, 2022

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Ikotek Expands Executive Management Team to Continue Rapid Growth of Its ODM Services Across North America and EMEA Regions

Ikotek | September 30, 2022

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In addition, he has held Vice President of Engineering roles at Netgear and Sierra Wireless. These additions to the Ikotek management team have been supported by hires across the business and Ikotek now has more than 350 dedicated R&D employees and continues to add employees on a weekly basis. “We’ve seen an incredible uptake of new customers over the last year and we’re excited to bring our unique ODM capabilities and advantages to customers,” said Peterson. “Supporting our customers with quick time-to-market, leading IoT industry expertise and cost-effective services and solutions is critical during a time where digital transformation is growing across all industries. To help manage growth, commercial excellence and new customers, I’m thrilled to welcome these three leading IoT and ODM capacities to our management team. 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ENTERPRISE IOT

AWS Announces General Availability of AWS IoT FleetWise

AWS | September 28, 2022

Amazon Web Services, Inc. (AWS), an Amazon.com, Inc. company announced the general availability of AWS IoT FleetWise, a new service that makes it easier for automotive companies to collect, transform, and transfer vehicle data to the cloud in near real time. Automakers, suppliers, fleet operators, and technology solution vendors in the automotive industry can use AWS IoT FleetWise to collect and organize vehicle data more easily, and to store the data in a standardized way for data analysis in the cloud. AWS IoT FleetWise helps automotive companies efficiently transfer data to the cloud in near real time using the service’s intelligent data-collection capabilities. These capabilities allow developers to reduce the amount of data transferred to the cloud by defining rules for when to collect and transfer it based on configurable parameters (e.g., vehicle temperature, speed, and type). Once the data is in the cloud, automotive companies can use it for applications that analyze vehicle fleet health to more quickly identify potential recalls or safety issues, make in-vehicle infotainment systems smarter, or improve advanced technologies like autonomous driving and advanced driver-assistance systems with analytics and machine learning. There are no upfront costs to use AWS IoT FleetWise, and customers pay only for the underlying services used. To get started with AWS IoT FleetWise, visit aws.amazon.com/iot-fleetwise. “Automotive companies want to use the broad portfolio of AWS services to help manage the vast amounts of data coming from connected vehicles, but they have lacked a solution that made it easier to collect, transform, and transfer data to the cloud, Now, with AWS IoT FleetWise, customers can easily pinpoint the exact vehicle data they need and analyze it in a standardized format to gain actionable insights into the vehicle’s health status and performance. Automotive companies can now use the data extracted through AWS IoT FleetWise to help improve vehicle quality, safety, and autonomy.” Mike Tzamaloukas, general manager of IoT automotive at AWS Automotive companies have been collecting data from basic vehicle sensors for over a decade to evaluate operational and safety indicators like engine temperature and vehicle stability. Automotive companies today are building vehicles with advanced sensors (e.g., radar and cameras) that create vast amounts of data—in some cases up to 2 terabytes of data every hour. Automotive customers want to collect, standardize, and analyze this data in the cloud to quickly and easily derive insights that can help improve vehicle quality, safety, and autonomy. However, transferring this data to the cloud can be cost prohibitive and time consuming. Additionally, the growing variety of vehicle makes, models, and trims that generate data in different proprietary formats creates a complex array of data across vehicles. Collecting, transforming, and analyzing this data requires automotive companies to build custom data-collection systems, which is difficult and time-consuming. As a result, automotive companies are unable to use the data to help solve common problems like spotting fleet-wide issues before they become a bigger problem, tailoring infotainment content, and using data to improve vehicle performance. AWS IoT FleetWise provides automotive companies with a managed service that makes it easier to collect, transform, and transfer data from millions of vehicles to the cloud in near real time. With AWS IoT FleetWise, automotive companies can access, structure, and standardize proprietary vehicle data without needing to develop custom data-collection systems. Customers can also integrate with AWS IoT FleetWise to enhance their existing systems. Automotive companies can get started in the AWS Management Console by defining and modeling vehicle attributes (e.g., a two-door coupe) and the sensors associated with the car’s make, model, and trims (e.g., engine temperature, front-impact warning, parking assist system) for individual vehicle types or multiple vehicle types across their entire fleet. After vehicle modeling, automotive companies can connect the AWS IoT FleetWise application via the vehicle gateway (i.e., in-vehicle communications hub that monitors and collects data) or other data collection hubs in the vehicle, so it can read, decode, and transmit information to and from AWS. With AWS IoT FleetWise’s intelligent data-collection controls, automotive companies can select the exact data they need for their use cases and limit the amount of data transferred to the cloud by creating conditional rules (e.g., sensor data from hard-braking events associated with a vehicle make and model). Once data is transferred to the cloud with AWS IoT FleetWise, automotive companies can use AWS’s breadth and depth of analytics and machine learning services to extract value from vehicle data. For example, automotive companies can collect data from electric-vehicle batteries when the temperature drops below freezing and then analyze it and run simulations in the cloud to improve battery performance in cold weather. The new AWS IoT FleetWise service is part of AWS for Automotive, a comprehensive offering of AWS services and AWS Partner Network (APN) solutions used by automotive and mobility customers globally to help automotive customers digitally transform their business for connected mobility, digital customer engagement, product design and engineering, manufacturing, and supply chain. For more information about AWS for Automotive, visit aws.com/automotive. AWS IoT FleetWise with standard vehicle data collection is generally available today in US East (N. Virginia) and Europe (Frankfurt), with availability in additional AWS Regions coming soon. Bridgestone is a global leader in tires and rubber, offering a diverse portfolio of premium tires and advanced solutions, improving the way people around the world move, live, work, and play. “Bridgestone has been working with AWS to transform the digital services we provide to our automotive manufacturer, fleet, and retail customers,” said Brian Goldstine, president, mobility solutions and fleet management at Bridgestone Americas, Inc. “We look forward to exploring how AWS IoT FleetWise will make it easier for our customers to collect detailed tire data, which can provide new insights for their products and applications.” Hyundai Motor Group (HMG) is a global vehicle manufacturer that offers consumers a technology-rich lineup of cars, sport utility vehicles, and electrified vehicles. “As a leading global vehicle manufacturer, we have come to appreciate the breadth and depth of AWS services to help create new connected vehicle capabilities,” said HaeYoung Kwon, vice president and head of the infotainment development group at HMG. “With more data available from our expanding global fleet of connected cars, we look forward to leveraging AWS IoT FleetWise to discover how we can build more personalized ownership experiences for our customers.” LG CNS is a leader in cloud, artificial intelligence, and big data technologies that are transforming smart transportation services. “At LG CNS, we are committed to advancing the technology that is powering the future of transportation,” said Jae Seung Lee, vice president at LG CNS. “By using AWS IoT FleetWise, we are creating a new data platform that allows us to ingest, analyze, and simulate vehicle conditions in real time. With these advanced insights, our customers can gain a better understanding of their vehicles and, as a result, improve decision-making about their fleets.” Renesas Electronics Corporation is a global leader in microcontrollers, analog, power, and system-on-chip (SoC) products. “The volume of connected vehicle data is forecast to increase dramatically over the next few years, driven by new and evolving customer expectations. As a result, Renesas is focused on addressing the needs of automotive engineers facing increasing system complexity,” said Yusuke Kawasaki, director at Renesas Electronics Corporation. “Incorporating AWS IoT FleetWise into our vehicle gateway solution will enable our customers to enjoy our market-ready approach for large-scale data collection and accelerate their cloud development strategy. We look forward to collaborating further with AWS to provide a better and simpler development environment for our customers.” About Amazon Web Services For over 15 years, Amazon Web Services has been the world’s most comprehensive and broadly adopted cloud offering. AWS has been continually expanding its services to support virtually any cloud workload, and it now has more than 200 fully featured services for compute, storage, databases, networking, analytics, machine learning and artificial intelligence (AI), Internet of Things (IoT), mobile, security, hybrid, virtual and augmented reality (VR and AR), media, and application development, deployment, and management from 87 Availability Zones within 27 geographic regions, with announced plans for 21 more Availability Zones and seven more AWS Regions in Australia, Canada, India, Israel, New Zealand, Spain, and Switzerland. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—trust AWS to power their infrastructure, become more agile, and lower costs. To learn more about AWS, visit aws.amazon.com. About Amazon Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking. Amazon strives to be Earth’s Most Customer-Centric Company, Earth’s Best Employer, and Earth’s Safest Place to Work. Customer reviews, 1-Click shopping, personalized recommendations, Prime, Fulfillment by Amazon, AWS, Kindle Direct Publishing, Kindle, Career Choice, Fire tablets, Fire TV, Amazon Echo, Alexa, Just Walk Out technology, Amazon Studios, and The Climate Pledge are some of the things pioneered by Amazon.

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Velodyne Lidar Signs Multi-Year Agreement with Stanley Robotics

Velodyne Lidar | September 29, 2022

Velodyne Lidar, Inc. announced a multi-year agreement to provide its lidar sensors to Stanley Robotics for an automated valet parking solution. The innovative service uses autonomous handling robots to help car parks to improve the customer experience and increase the number of vehicles that can be stored. Stanley Robotics is working with Velodyne’s Puck and Velarray M1600 lidar sensors to provide perception and navigation capabilities that enable its all-electric Stan robot to operate autonomously and safely. The sensors provide real-time 3D perception data for localization, mapping, object classification and object tracking. Velodyne’s power-efficient sensors support Stan robots in a wide range of challenging environmental conditions, including varied temperature, lighting and precipitation. The Stanley Robotics automated valet parking solution equipped with Velodyne sensors is already in operation in airports and finished vehicle logistics in Europe and Japan, with further deployments expected in 2023, including North America. “High-performance sensors are key to enabling our autonomous mobile robots to reliably navigate and maneuver in narrow parking lanes, Velodyne’s lidar sensors deliver the performance for Stanley Robotics’ innovative solutions. This agreement reflects Velodyne's ability to serve the unique nature and high-level requirements of our use cases. This partnership with Velodyne also provides Stanley Robotics privileged access to best-in-class technology in the field of lidar sensors.” Mathieu Lips, COO, Stanley Robotics “Stanley Robotics is transforming logistics for vehicles with its autonomous mobile robot technology,” said Laura Wrisley, Senior Vice President, Worldwide Sales, Velodyne Lidar. “Equipped with Velodyne’s lidar sensors, Stan robots provide the precision needed to safely move, park and deliver cars where and when customers need them. This advanced system aligns with efficiency and sustainability goals of car park operators, parking cars in dense blocks and relieving the need to add costly new parking areas.” Stanley Robotics is partnered with Mitsubishi Heavy Industries, Ltd. (MHI) to deliver business opportunities in Japan and Asia-Pacific and collaborate on future industrial projects. The initiative combines Stanley Robotics’ advanced expertise in autonomous mobile parking robots and MHI’s industrial power. Also, MHI invested in Stanley Robotics technology to accelerate the delivery of value to customers. Transforming Car Parks with Advanced Technology Using the Stanley Robotics parking service, equipped with advanced autonomy technology utilizing Velodyne’s lidar, drivers leave their vehicles at a dedicated drop-off/pick-up area where the robot takes the car to a secure parking area not open to the public. When customers return, the car is waiting in the designated area, providing drivers with significantly enhanced convenience. The Stanley Robotics automated valet parking service, powered by Velodyne’s lidar, enables efficient use of limited parking space at airports, shopping malls and more, fitting more vehicles in a single line just centimeters apart. Car parks can then increase the number of cars in a given area by up to 50 percent. About Velodyne Lidar Velodyne Lidar ushered in a new era of autonomous technology with the invention of real-time surround view lidar sensors. Velodyne, the global leader in lidar, is known for its broad portfolio of breakthrough lidar technologies. Velodyne’s revolutionary sensor and software solutions provide flexibility, quality and performance to meet the needs of a wide range of industries, including robotics, industrial, intelligent infrastructure, autonomous vehicles and advanced driver assistance systems (ADAS). Through continuous innovation, Velodyne strives to transform lives and communities by advancing safer mobility for all. About Stanley Robotics Stanley Robotics is a deep tech company that combines hardware and software to provide solutions for outdoor logistics. The technology lies in a robot lifting and moving cars autonomously and in an intelligent storage management software. Robotics has transformed indoor logistics (e.g., in warehouses), resulting in a spectacular increase of productivity. Stanley Robotics’ ambition is to bring this transformation to outdoor logistics with their proprietary technologies. Founded in 2015, the SME is headquartered in Paris, France, and is also behind the world's first outdoor robotic valet parking service.

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Ikotek Expands Executive Management Team to Continue Rapid Growth of Its ODM Services Across North America and EMEA Regions

Ikotek | September 30, 2022

Ikotek, the leading IoT original design manufacturer (ODM) and electronics manufacturing service (EMS) provider, is announcing expansion of its executive management team with industry veterans and continue their aggressive growth plans for the company. Headquartered in San Diego, USA, Ikotek offers a one-stop-shop for IoT solutions across design and development, hardware build, testing and verification, product validation, software development, manufacturing and certification delivering high quality products and services to reduce complexity, speed up time to market, eliminate risk and reduce costs. The company has already designed, manufactured and shipped millions of IoT devices since its inception. Ikotek, the only US-based global ODM with a pure IoT focus, combines end-to-end design consultancy across program management, R&D, sourcing, testing and production at its own as well as third party manufacturing facilities to produce designs for our customers. With a wide variety IoT projects in progress, such as asset tracking, dash cameras, PDAs and handhelds, point of sale (POS) devices and hardware for smart grid and metering deployments, Ikotek’s core focus is on the enterprise market as it looks to develop solutions to take full advantage of IoT at scale. Led by Chief Executive Officer, Joe Peterson, who has more than 27 years of diverse experience across cellular and IoT industries in the US and international, Ikotek has gathered a team of industry veterans to amplify its vision of becoming the world’s most trusted IoT ODM. Recent additions to the US-based executive management team include: Bill Leunis, the Vice President of Finance, who brings extensive experience in finance, operations and general management in manufacturing and EMS organizations. Previously, he has headed Finance in divisions of large multi-national corporations ranging in size from 500 to 20,000 people. In addition, he has served as CFO of a company, leading all aspects from its acquisition to IPO for eight years after going public. Tim Newberg, the Vice President of Sales for the US and Canada, has joined with more than 25 years of experience and leadership in the wireless, broadband, consumer electronics and massive IoT industries. From hardware and software strategy to product marketing, sales and business development he has held senior executive positions at companies including Texas Instruments, Broadcom, Sequans, Rootmetrics, Polte and Sercomm. Steve Burrington, the Head of North America Engineering, is a 25-year veteran of large and medium-sized wireless product development teams. Previously he served as Vice President of Engineering at CalAmp for the company’s telematics products. He has extensive experience of getting a diverse range of products to market, via organic development and JDM partnerships. In addition, he has held Vice President of Engineering roles at Netgear and Sierra Wireless. These additions to the Ikotek management team have been supported by hires across the business and Ikotek now has more than 350 dedicated R&D employees and continues to add employees on a weekly basis. “We’ve seen an incredible uptake of new customers over the last year and we’re excited to bring our unique ODM capabilities and advantages to customers,” said Peterson. “Supporting our customers with quick time-to-market, leading IoT industry expertise and cost-effective services and solutions is critical during a time where digital transformation is growing across all industries. To help manage growth, commercial excellence and new customers, I’m thrilled to welcome these three leading IoT and ODM capacities to our management team. We aim to serve our customers with local experts in North America and Europe and APAC so we can ensure that Ikotek is close to our customers and has local understanding of their needs.” Ikotek targets mid-market IoT customers in response to increased demand for the design and build of products. The company’s ethos is to give customers a competitive advantage, through cost reductions and enable substantial savings to be achieved on their device design, manufacturing and certification costs. In addition, Ikotek is focused on taking customers’ projects from idea to market in record breaking time. In less than three months, Ikotek has provided end-to-end ODM services that took a complex IoT device to market including design, development and manufacturing. “Ikotek exists to turn our customers’ device dreams into IoT reality,” Peterson added, pointing out the ways in which the company can help are listed on www.ikotek.com. “We’re keen to become customers’ indispensable partner in taking their innovations from concept to high volume product launches across global markets.” About Ikotek Ikotek is The IoT ODM. With a wide variety IoT projects currently underway, our core focus is on the enterprise market as it looks to develop solutions to take full advantage of IoT. We cover technologies from cellular connectivity, including NB-IoT and 5G, to satellite connections and from well-established IT to relative newcomers such as artificial intelligence IoT (AIoT).

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