IoT APIs, Applications and Software
Learn about working with IoT and APIs, apps and software, including API gateways and management, application platforms and tools, and software engineering, development and testing.
Top Stories
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Tip
26 Jun 2023
6 IoT architecture layers and components explained
Having a clearly defined IoT architecture framework greatly improves the chances for success of an enterprise's connected deployment. Continue Reading
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Feature
25 Mar 2022
8 IoT SaaS platform providers help streamline adoption
IoT SaaS providers help simplify the complexity and expense of deploying IoT by offering platforms with features such as scalability, real-time data capture and machine learning. Continue Reading
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Blog Post
10 May 2019
Use cases of RFID in retail
RFID technology is bringing new opportunities for retailers, says Chainway's Morris Qiu, helping them improve supply chain efficiency, collect and analyze data, and improve customer experience. Continue Reading
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Blog Post
10 May 2019
Is IoT creating a more lucrative oil and gas industry?
Adopting IoT technologies in oil and gas can help the industry maintain the competitive edge and unlock several gates of growth and expansion within a noticeable short span of time. Biz4Intellia's ... Continue Reading
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Answer
10 May 2019
What are examples of augmented reality overlays?
An augmented reality overlay can benefit any industry. However, to do so, IEEE member Todd Richmond says, the experience must be well done. Continue Reading
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Blog Post
09 May 2019
IoT and blockchain bring transparency to logistics, supply chain
IoT and blockchain offer supply chains a solution to traceability and transparency problems. MobiDev's Serge Koba discusses five main benefits of the duo, outlining how the two provide companies ... Continue Reading
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Blog Post
08 May 2019
Edge computing challenges and opportunities
The age of edge computing is here – is your enterprise ready? Platform9's Vamsi Chemitiganti discusses the use cases of edge computing, challenges it the edge presents and questions to ask before ... Continue Reading
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Blog Post
08 May 2019
Thinking IoT? Might want to mix in some modernization
When an enterprise deploys an IoT application, it's critical consider the corresponding app architecture. Progress' Mark Troester discusses why modernization must be considered, and where a ... Continue Reading
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Blog Post
08 May 2019
Data orchestration: The key to accelerating IoT digital transformation
Many enterprises find it difficult to build and scale IoT applications. Sierra Wireless' Philippe Guillemette outlines how IoT data orchestration simplifies IoT infrastructure to help enterprises ... Continue Reading
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Blog Post
07 May 2019
The evolution of the connected digital worker
Using connected-RPA, digital workers can mimic human workers on a faster scale, making fewer errors. Blue Prism's Pat Geary outlines the six category skills of connected digital workers and the ... Continue Reading
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Blog Post
03 May 2019
How can IoT and AI transform sports?
Combining AI and IoT can have a tremendous impact on the sports industry, from the players to the fans to the stadiums sports are played in. OIES Consulting's Francisco Maroto discusses the ... Continue Reading
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Blog Post
03 May 2019
Why IoT and chatbots are critical to mobile apps
IoT and chatbots require mobile apps to be successful. 360 Degree Technosoft's Pratik Kanada outlines why IoT and chatbots need mobile apps and vice versa. Continue Reading
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Blog Post
02 May 2019
Monetizing IoT networks using a multi-application approach
Many IoT product companies provide customers with single, dedicated vertical applications. New Global Software's Stephen Page and GlobalSign's Diane Vautier explain why a multi-application IoT ... Continue Reading
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Blog Post
01 May 2019
An IoT DIYer's story of managing Type 1 diabetes, part 2: DIY to the rescue
PubNub's Jeremy Pollock offers the ins and outs of the DIY Type 1 diabetes IoT application he uses to manage his daughter's health, from the software used to the lightbulb he added to help him ... Continue Reading
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Blog Post
01 May 2019
Two surprising observations on smart cities
The smart city concept is evolving from focusing on just automation to modernizing physical, digital and social infrastructure. And, as Dentons' Clint Vince discusses, it's critical consider the ... Continue Reading
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Blog Post
30 Apr 2019
When lackluster analytics threaten dinner plans -- and more
Real-time and edge analytics offer the insight users are looking for at the exact moment they need them. But as Vertica's Joy King explains, not all IoT analytics are created equal. Continue Reading
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Blog Post
25 Apr 2019
Wind power: A $27 billion opportunity readymade for AI and autonomous drones
Autonomous drones and AI not only help wind farm technicians speed up the inspection process, says Clobotics George Yan, they work in conjunction with humans to improve turbine performance and ... Continue Reading
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Blog Post
25 Apr 2019
In the fast-growing field of sports analytics, SD-WAN is the power hitter
Sports analytics relies on automation, AI and machine learning, all of which require a high-performance network to work. Nokia's Charuhas Ghatge explains why an SD-WAN is up to the challenge. Continue Reading
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Blog Post
25 Apr 2019
Why continuous testing is the digital world's new normal
Rolling out updates to mission-critical IoT environments offers no room for error. Eggplant's Antony Edwards explains why continuous testing in IoT using digital twins is essential. Continue Reading
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Answer
24 Apr 2019
How do smart microgrids fit into IoT energy initiatives?
While there are management challenges associated with microgrids, IEEE senior member Shawn Chandler says IoT-driven grid management systems can help operators perform critical tasks. Continue Reading
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Blog Post
24 Apr 2019
Perfect timing: IoT and the confluence of technologies
Six of the hottest technologies are evolving in tandem, complementing each other to transform the world and the future. Zenith System Solutions' Neeraj Kumar discusses their potential. Continue Reading
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Blog Post
19 Apr 2019
Invest in a time series database when building your IoT application
Using a time series database, says TimescaleDB's Ajay Kulkarni, IoT organizations can garner insights from connected data to build new features, automate processes and drive efficiency. Continue Reading
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Blog Post
18 Apr 2019
Are time series databases the key to handling the IoT data deluge?
The exponential growth of IoT devices and the data they create is presenting a major challenge for database management. InfluxData's David Simmons explains how a time series database can help. Continue Reading
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Blog Post
17 Apr 2019
What you need to know about robotic process automation security
Robotic process automation offerings vary in quality, design and approach, and many RPA-labeled products, such as RDA, create security risks. Blue Prism's Pat Geary explains why connected-RPA is ... Continue Reading
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Blog Post
12 Apr 2019
How accurate is accurate enough when it comes to location data?
IoT is changing the definition – and accuracy required – of location data. Measuring this data at meter, sub-meter and even centimeter-level is becoming a reality. Quuppa's Fabio Belloni discusses ... Continue Reading
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Blog Post
11 Apr 2019
Industrial IoT design insights: Five factors to consider
When deploying an industrial IoT system, security is critical and downtime is unacceptable. IPS' Mitch Maiman outlines five critical things to consider in the life-or-death IIoT space. Continue Reading
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Answer
08 Apr 2019
What are the benefits of IoT for utilities and their consumers?
Saving energy and optimizing distribution are benefits of IoT for utilities. But, without consumer buy-in, IEEE senior member Shawn Chandler said, utilities' efforts are for naught. Continue Reading
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Blog Post
08 Apr 2019
IoT for smarter cities: Lessons learned from around the globe
Smart cities help municipalities effectively deploy resources, increase sustainability and preserve energy. CentralSquare Technologies' Tom Amburgey outlines two smart city deployments using IoT to ... Continue Reading
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Tip
08 Apr 2019
An IoT maturity model and tips for IoT deployment success
Ready to tread an IoT path? Get help from those who have benefitted from IoT before with this IoT maturity model roadmap with tips for success. Continue Reading
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Blog Post
03 Apr 2019
Combining IoT with the power of blockchain to get over the logistics hurdles
From hefty delays to IT failures, risks are unabating for logistics firms. Atlas City's Chris Justice reveals how IoT and blockchain can help. Continue Reading
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Answer
02 Apr 2019
What are the challenges of designing virtual reality experiences?
Designing virtual reality, augmented reality and mixed reality experiences isn't without its challenges. IEEE member Todd Richmond outlines three issues to overcome. Continue Reading
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Answer
02 Apr 2019
Where can we see internet of nano-things applications?
Nanotechnology in IoT -- sensors, antennas and devices -- are all around us at work and at home, even if you can't see them, says IEEE member Saumya Sharma. Continue Reading
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Blog Post
02 Apr 2019
How hybrid IT and 5G are enabling smart cities
Smart cities have the potential to boost the economy, conserve energy and resources, and support next-generation citizens. To get there, says Vertiv's Martin Olsen, hybrid IT and 5G will be key ... Continue Reading
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Blog Post
29 Mar 2019
Smart robots take companies from 'business as usual' to 'work like tomorrow'
Smart robots that combine robotic process automation, AI and machine learning can automate mundane tasks, says Kofax's Chris Huff, allowing human workers to add context, insight and intuition to ... Continue Reading
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Feature
28 Mar 2019
IoT smart contracts bring opportunities and challenges
Smart contracts for IoT are the talk of the town. But whether they're all ready for action -- legally or otherwise -- can be debated. Continue Reading
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Blog Post
27 Mar 2019
How to jump-start telco's IoT business despite legacy BSS
Many telcos are operating with legacy BSSes that cannot support growing IoT services. However, that shouldn't hold them back. Huawei's Vishal Augustine explains how to build telco IoT services on a ... Continue Reading
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Blog Post
27 Mar 2019
How to avoid IoT pilot purgatory
Bsquare's Dave McCarthy identifies the top reasons IoT pilots get stuck in purgatory and offers signs to look for to ensure your IoT deployment goes as smoothly and successfully as possible. Continue Reading
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Blog Post
27 Mar 2019
Introducing HealthOps: When DevOps meets connected healthcare
The digitization of healthcare, combined with connected devices and DevOps principles, creates a new wave of patient care. CyberMDX's Safi Oranski discusses why the future of healthcare is ... Continue Reading
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Blog Post
26 Mar 2019
With IoT, patients can get continuous health monitoring anywhere, anytime
Remote patient monitoring and other real-time health technologies built on IoT are revolutionizing patient care. Current Health's Christopher McCann explains. Continue Reading
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Feature
25 Mar 2019
Augmented reality for manufacturing gains traction, presents challenges
As AR in manufacturing takes off, it's demonstrating it can improve many aspects of manufacturing and increase productivity, but there are challenges to consider before adopting. Continue Reading
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Blog Post
25 Mar 2019
Super friends: IoT, AI and cloud create a powerful team
IoT, AI and cloud create a super team, with the strengths of each compensating for vulnerabilities of others. Deployed together, explains Deloitte's Helena Lisachuk, they can table some of the most ... Continue Reading
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Blog Post
25 Mar 2019
We can see clearly now: The value of supply chain visibility
You don't need to reinvent the wheel to achieve supply chain visibility. CalAmp's Michael Burdiek explains why connecting systems is key to success. Continue Reading
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Blog Post
21 Mar 2019
Evolution of consumer IoT: 2019 forecast from WEF's annual meeting
Evrythng's Niall Murphy outlines five key trends about consumer IoT product brands that came out of discussions at the World Economic Forum's annual meeting. Continue Reading
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Answer
21 Mar 2019
Virtual and augmented reality experiences: Casual or dedicated?
When designing virtual or augmented reality experiences, there are two classes to consider. IEEE member Todd Richmond discusses the differences between them. Continue Reading
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Blog Post
21 Mar 2019
IIoT adoption: What's on the horizon?
Figuring out ways to help companies digitize data that is being collected across the globe is a great first step in helping companies begin their industrial IoT journey. Learn more about IIoT ... Continue Reading
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Blog Post
21 Mar 2019
Making connected cars a successful reality for developers and manufacturers
When connected car manufacturers and app developers work together, they can give car owners the experiences and features they want and need. High Mobility's Kevin Valdek explains the challenges ... Continue Reading
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Blog Post
20 Mar 2019
Future of the automotive industry: IoT-enabled cars
Consumers and the automotive industry as a whole have seven major needs to consider before IoT-enabled cars can become a reality. XongoLab Technologies' Ankit Patel discusses. Continue Reading
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Blog Post
19 Mar 2019
Open source technologies for IoT application performance challenges
Open source technologies, such as Apache Ignite, Apache Kafka and Kubernetes, can help developers achieve the performance and scale demanding IoT applications require. GridGain's Nikita Ivanov ... Continue Reading
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Tip
18 Mar 2019
How to construct an effective smart building architecture
While buildings are physically erected from the ground up, an IoT smart building is most effective when constructed from the top-down. Continue Reading
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Blog Post
18 Mar 2019
Reinvention in the age of AI
While technology may disrupt how things were done in the past, it opens doors to new opportunities and skills. Equinix's Chiaren Cushing explains the power of AI to augment humans and create new ... Continue Reading
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Blog Post
14 Mar 2019
IoT in sports: Can we use tech to create superfans?
To overcome declining ticket sales and rival the in-home viewing experience, smart stadiums are adopting IoT technology to revolutionize the fan experience – and also fine-tine player performance. ... Continue Reading
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Blog Post
13 Mar 2019
Connected cars: The roles of app developers and car manufacturers are changing
High Mobility's Kevin Valdek outlines the roles of connected car manufacturers and connected car app developers, and how these two often co-dependent groups are coming together to change the industry. Continue Reading
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Blog Post
13 Mar 2019
The drone-powered solution: The sky's the limit
Unmanned aerial vehicles, aka drones, are becoming crucial elements in IoT environments, especially in industrial, agriculture and mining scenarios. Deloitte Digital's Robert Schmid discusses. Continue Reading
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Blog Post
12 Mar 2019
Why outsource R&D in IoT application development
Outsourcing R&D for IoT application development is a growing trend. BairesDev's Nacho de Marco discusses why R&D in IoT app development outsourcing is important and offers steps to success. Continue Reading
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Blog Post
11 Mar 2019
Why Android is the main driving force of IoT
Android has become a major driving force behind the internet of things. Hyperlink InfoSystem's Harnil Oza outlines the part Android has to play in the IoT ecosystem. Continue Reading
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Blog Post
11 Mar 2019
Digital transformation: So, you've transformed. Now what?
A reported less than 30% of digital transformation initiatives have been successful. How can companies achieve value and ROI from their digitization strategies? Johnson Controls' Sudhi Sinha discusses. Continue Reading
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Blog Post
06 Mar 2019
Connected cars: The value of bridging the gap between developers and car manufacturers
In the first article of a three-part series, High Mobility's Kevin Valdek outlines the current status of connected cars and explains why a disconnect has grown between connected car app developers ... Continue Reading
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Blog Post
06 Mar 2019
IoT and the path to greener, more cost-efficient buildings
Energy-efficient buildings are not only good for the environment, they also help companies cut costs and prove corporate social responsibility. ServiceChannel's Hugues Meyrath discusses how IoT can ... Continue Reading
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Blog Post
05 Mar 2019
The truth behind robotic desktop automation
Robotic desktop automation is a misunderstood software. It isn't robotic process automation, nor is it related. Blue Prism's Pat Geary clears up the confusion about RDA and explains why connected ... Continue Reading
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Feature
04 Mar 2019
Enterprise drone adoption takes off -- with a few hurdles
Enterprise drone applications are showcasing numerous benefits, but challenges stand in the way of widespread adoption -- namely, public safety and scalability. Continue Reading
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Answer
28 Feb 2019
What are the benefits of smart farming systems?
Precision farming systems can improve the quality and yields of food produced, IEEE senior member Shawn Chandler says, as well as free up farmers' time to spend on more pressing issues. Continue Reading
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Blog Post
27 Feb 2019
Breaking down the silos to enable full potential of IoT
Siloed IoT applications result in data and vendor interoperability. Deutsche Telekom and oneM2M's Andreas Neubacher outlines why standardization is key to IoT success. Continue Reading
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Blog Post
26 Feb 2019
Top 3 enterprise IoT challenges to overcome to ensure success
The benefits of IoT are aplenty, but not every organization is ready to deploy it yet. MOBI's Josh Garrett offers three primary challenges your organization should be ready to overcome to ensure ... Continue Reading
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Blog Post
26 Feb 2019
How blockchain meets IoT at the data
Blockchain doesn't inherently represent the state of the world. It takes IoT, says Red Hat's Gordon Haff, to represent physical objects more completely, automatically, timely and resistant to ... Continue Reading
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Tip
25 Feb 2019
With an IoT digital twin, security cannot be forgotten
While digital twins can improve the security of IoT devices and processes, it is critical to consider the security of the twins themselves when implementing one. Continue Reading
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Blog Post
22 Feb 2019
How the equipment rental industry is rethinking maintenance with IoT
IoT is about more than just collecting real-time data. ThingTech's Tim Quinn explores how IoT enables predictive maintenance, and offers three key checkpoints to include as part of your predictive ... Continue Reading
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Blog Post
22 Feb 2019
Blockchain and IoT can build the walls of the future
Technology, including blockchain and IoT, can be much more effective at maintaining border security than a physical wall – both for physical security and to prevent electronic intrusions. Tiana ... Continue Reading
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Blog Post
21 Feb 2019
The cold truth about weather for facilities managers -- and how IoT can help
By collecting and analyzing real-time weather data, says ServiceChannel's Hugues Meyrath, facilities managers can increase efficiency, cost savings and uptime of their businesses. Learn how. Continue Reading
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Blog Post
20 Feb 2019
4 connected car trends could dominate MWC 2019
Aricent's Ben Pietrabella outlines four critical trends concerning connected cars that will emerge at MWC 2019 in Barcelona. From connectivity to partnerships, learn why connected cars will garner ... Continue Reading
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Blog Post
20 Feb 2019
IoT and UCaaS: Changing face of corporate communication (and how to get it right)
Unified communications as a service, combined IoT, AI and 5G, is making inroads in the enterprise. HCL Technologies' Sukamal Banerjee discusses how to offer differentiated UCaaS and explores what ... Continue Reading
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Blog Post
19 Feb 2019
Optimizing BLE for high-volume data
Building high-volume data IoT apps with Bluetooth and Bluetooth Low Energy isn't without its challenges. Exadel's Jonathan Fries and Travis Bolinger outline best practices of developing a BLE-based ... Continue Reading
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Blog Post
18 Feb 2019
How to choose the right technology partner for your IoT products
Choosing the right technology partner for your IoT products and services can be a complex task. Jabil's Scott Gebicke outlines three must-ask questions when evaluating potential partners. Continue Reading
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Blog Post
18 Feb 2019
IoT enters the construction zone
The construction industry has entered a new digital era, says Triax Technologies' Ian Ouellette, one that creates more data that offers answers to more business problems -- all thanks to IoT. Continue Reading
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Blog Post
15 Feb 2019
An IoT DIYer's story of managing Type 1 diabetes
After his daughter was diagnosed with Type 1 diabetes, PubNub's Jeremy Pollock decided to conjure a DIY IoT project to monitor her health in real time. Learn more about the process. Continue Reading
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Blog Post
14 Feb 2019
Create new business models with customer service and connected devices
Is your organization prepared to shift to a new, service-oriented, reoccurring digital technology-based business? Salesforce's Natalie Petouhoff discusses why being proactive can put your company ... Continue Reading
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Blog Post
13 Feb 2019
Action-based monitoring: Rise of the control tower
Despite having the right technology and mountains of processed data, many organizations are unable to prevent supply chain issues. Autoplant's Venky Nayar explains where the control tower fits in. Continue Reading
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Blog Post
12 Feb 2019
How to successfully outsource IoT software development
IoT software projects are becoming increasingly complex and require more expertise than ever. Geisel Software's Brian Geisel explains why IoT software development outsourcing might be a good ... Continue Reading
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Blog Post
12 Feb 2019
Smarter networks mean smarter students
The success of edtech is reliant on the network powering it. Extreme Networks' Mike Leibovitz explains how integrating smart networks with AI, machine learning and IoT makes for a stronger skilled ... Continue Reading
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Blog Post
11 Feb 2019
Why cardiac care is a key focus for the internet of healthcare things
Personalized health data from wearables and connected devices is becoming more accessible and actionable to patients and providers alike. VivaLNK's Jiang Li explains how this is revolutionizing ... Continue Reading
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Podcast
11 Feb 2019
ICIP IoT training: IoT digital twins
In this podcast lesson, ICIP instructor Bruce Sinclair provides an example of a digital twin in IoT and explores how to construct a digital twin for any connected part, product, system or environment. Continue Reading
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Blog Post
11 Feb 2019
Orchestrating IoT dreams with assured best practices
Proven strategies and systems are critical to deploying reliable IoT technologies faster to market. Cognizent's Thiru Ramachandran offers IoT-assured best practices to make your IoT implementation ... Continue Reading
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Blog Post
08 Feb 2019
Sensors in autonomous mobile robots for localization and navigation
Sensors come in all different shapes and sizes, measuring parameters of autonomous mobile robots and their environments. Persistent Systems' Sachin Kurlekar discusses the types of sensors and their ... Continue Reading
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Answer
07 Feb 2019
What are the advantages of a smart irrigation system?
Smart irrigation systems are integral to saving water and improving efficiency. IEEE senior member Shawn Chandler explains how. Continue Reading
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Blog Post
07 Feb 2019
What does connected RPA look like?
Robotic process automation is rapidly advancing into connected RPA which, explains Blue Prism's Pat Geary, is set to become a new way for organizations to drive collaboration and digital ... Continue Reading
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Blog Post
07 Feb 2019
The future of IoT in the video game industry
What does IoT have to do with the video game industry? Playgroundz's Michael Yum outlines IoT's impact on the gaming industry now and in the future. Continue Reading
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Blog Post
07 Feb 2019
Why companies can and should have multiple IoT platforms
The IoT platform is a critical tool to reaping the benefits of smart manufacturing. However, as Software AG's Sean Riley discusses, one-size-fits-all IoT platforms don't exist – a multi-platform ... Continue Reading
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Blog Post
06 Feb 2019
Robots won't take all our jobs. But will they at least boost productivity?
Automation and AI are spurring productivity growth, but not without the (exaggerated) fear of robots taking all the jobs. Parsable's Lawrence Whittle explains how robots can help, not hinder, the ... Continue Reading
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Blog Post
06 Feb 2019
Intelligent lighting for smarter parking operations
Intelligent lighting strategies help parking lot operators not only reduce operational and maintenance costs, says Johnson Controls' Ken Biggerstaff, but also increase revenue and improve the ... Continue Reading
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Answer
04 Feb 2019
How do we build an augmented and virtual reality business plan?
Augmented and virtual reality is cutting edge, but that shouldn't be your sole reason to deploy it. IEEE member Todd Richmond outlines three principles for design in AR/VR planning. Continue Reading
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Blog Post
30 Jan 2019
Can IoT and blockchain work together?
The interaction between the all-encompassing IoT and blockchain has been the subject of much debate. BairesDev's Nacho De Marco takes a look at how the two interact. Continue Reading
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Blog Post
29 Jan 2019
Why digital twins need AI-driven testing
Digital twins are becoming a critical component of today's IoT systems. However, their added complexity requires intelligent testing driven by AI and machine learning. Eggplant's Antony Edwards ... Continue Reading
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Blog Post
29 Jan 2019
How IoT became the internet of unexpected things in 2018
From beehives to prosthetics, the internet of things has allowed companies to connect a number of applications you might not expect. AT&T's Chris Penrose outlines eight use cases in which IoT is ... Continue Reading
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Blog Post
28 Jan 2019
Avoid tech's valley of death: Advanced R&D lessons on scaling IoT proofs of concept
To scale your IoT proof of concept, says Deloitte's Helena Lisachuk, learn from the successes of advanced R&D. Here, Lisachuck explains why promising proofs die -- and what to do about it. Continue Reading
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Feature
28 Jan 2019
IoT identity management eyes PKI as de facto credential
Public key infrastructure is emerging as the essential technology for identity management in IoT, as customers seek out a trifecta of data integrity, authentication and encryption. Continue Reading
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Blog Post
28 Jan 2019
Navigating the IoT security minefield: API security
The growth of IoT and subsequent rise of API adoption presents a number of security challenges to enterprises. Threat X's Andrew Useckas offers five tips for designing, building and connecting ... Continue Reading
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Blog Post
28 Jan 2019
Why IoT needs startup studios
Startup studios are growing in popularity, and for good reason says Don DeLoach. Read as he explains how the IoT market stands to benefit from the studio model. Continue Reading
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Blog Post
25 Jan 2019
Measures of success in selling IoT applications
Many IoT proofs of concept and pilot projects fail because they do not meet an investment hurdle. More With Mobile's Ken Figueredo offers tips to selling your IoT application, as well as the idea ... Continue Reading
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Blog Post
24 Jan 2019
What to outsource during IoT application development
Before deciding whether or not to employ an IoT outsourcing provider, companies have to look at the needs of their IoT products. BairesDev's Nacho De Marco outlines which factors to consider. Continue Reading
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Blog Post
23 Jan 2019
How open source is shaping the home network
The home router may be the key tool to help consumers adopt and optimize connected devices. Minim's Alec Rooney explains why an open source approach is critical, and how consumers and manufacturers ... Continue Reading
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Blog Post
22 Jan 2019
Manage construction rentals better with smart sensors
Imagine always knowing where your equipment was, regardless of its size. Implementing a smart sensor-enabled IoT asset tracking system can help get the job done. CalAmp's Paul Washicko discusses. Continue Reading
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Blog Post
21 Jan 2019
Before optimizing industrial equipment with AI, optimize your data
Before you can optimize industrial equipment using AI, says Manifold's Sourav Dey, it is critical to follow the four steps of lean AI and use machine learning to understand the data your company ... Continue Reading
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Feature
21 Jan 2019
An inside look at IoT gateway vendors, classifications
It's easy to get confused when it comes to IoT gateways. Learn about IoT gateway options, IoT gateway vendors and where products fit into the edge gateway spectrum. Continue Reading