Internet of Things (IoT) Analytics
The IoT analytics topic section offers comprehensive resources for those deploying complex, high-velocity data back ends for Internet of Things products and shops. Learn the advantages and disadvantages of various analytic approaches such as behavioral, predictive and security analytics. Find guidance on IoT-specific uses of Hadoop and other NoSQL DBMS environments.
Top Stories
-
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
-
Feature
09 Dec 2021
TinyML at the very edge of IoT shows signs of promise
TinyML can enable machine learning on small devices that exist within IoT systems and experts are currently debating the breadth of its practical real-world uses. Continue Reading
-
Tip
10 Jan 2023
Explore the relationship between IoT governance and privacy
Emerging industry standards and regulations -- coupled with technologies like AI -- will underscore the importance of IoT governance and privacy in the years to come. Continue Reading
-
Tip
21 Dec 2022
Top 9 IoT business models for 2023
Organizations can incorporate IoT in their business models to generate additional revenue streams in several different ways, including the pay-per-usage and data-driven models. Continue Reading
-
Tip
09 Dec 2022
Select the right IIoT monitoring tool
With the right monitoring software, organizations can automate and optimize their IIoT deployments. Tools from vendors such as Exosite, Kepware, AWS and Plex can help. Continue Reading
-
Tip
06 Dec 2022
4 key elements of successful IoT device onboarding
To streamline IoT device installation and setup, IT administrators should factor in data storage, automation and the correct IoT management software. Continue Reading
-
Answer
01 Dec 2022
Can legacy systems work as industrial IoT hardware?
Legacy hardware still has a large presence on manufacturing floors. It's possible to update some of that hardware to support IIoT deployments, but that process can be a challenge. Continue Reading
-
Tip
10 Nov 2022
An overview of IoT sensor types and challenges
IT teams responsible for IoT deployments must understand the different types of IoT sensors, how they work and what challenges they bring to the table. Continue Reading
-
Guest Post
25 Oct 2022
Use device reliability engineering to derisk IoT products
Device reliability engineering uses over-the-air updates, performance metrics and remote debugging to help ensure that a product can run as smoothly as possible. Continue Reading
-
Guest Post
20 Oct 2022
How edge computing can ease IoT adoption
IoT brings helpful insights to organizations, despite concerns around ROI, skill availability and upgrades. Edge computing offerings are one way to address these challenges. Continue Reading
-
Guest Post
14 Oct 2022
4 essential steps to IoT device development
For a successful IoT device, companies must avoid designing for the short term, outdated workflows, untested feature rollouts and retroactive security measures. Continue Reading
-
Guest Post
11 Oct 2022
How 5G in healthcare can help IoT, wearables adoption
The combination of IoT devices and 5G can expand the use of healthcare devices for more connected, smarter patient care. 5G can also help with security and interoperability concerns. Continue Reading
-
Feature
03 Oct 2022
A guide to networks for IoT healthcare devices
Healthcare IoT use cases are growing -- and admins must know what networks can support these devices. Familiarize yourself with protocols that provide connectivity and security. Continue Reading
-
Tip
28 Sep 2022
An introduction to IoT logging types and practices
Collecting IoT data logs can help IT teams spot deployment issues and security alerts. For smooth operations, admins should identify what data they need and use the right hardware. Continue Reading
-
Guest Post
23 Sep 2022
Prepare your organization for these 3 IoT challenges
IoT devices paired with 5G can bring a lot of benefits to organizations. But admins must address concerns surrounding management, health and security, and compatibility. Continue Reading
-
Guest Post
15 Sep 2022
How healthcare facilities can use IoT to bolster security
As hospitals and clinics implement physical security innovations with connected IoT devices, they must also establish protocols to enforce cybersecurity for such systems. Continue Reading
-
Guest Post
26 Aug 2022
A look at 4 surprising IoT use cases
IoT can bring data and efficient operations to almost any industry -- including farming, healthcare and food service. Read more about what uses cases are available. Continue Reading
-
Guest Post
22 Aug 2022
Private 5G networks bring benefits to IoT and edge
A private 5G network offers more speed and security measures and requires less power than its public counterpart. Learn about its use cases and how to address implementation challenges. Continue Reading
-
Tip
15 Aug 2022
A look at how IoT and embedded systems work together
Embedded systems are a necessary part of IoT devices. Read more about how they work, their components and how to select the right type for an IoT device. Continue Reading
-
Guest Post
21 Jul 2022
How IoT helps environmental, social and governance goals
Every organization must address sustainability concerns as IoT device use grows. Cloud optimization, smart buildings and predictive maintenance can help address ESG goals. Continue Reading
-
Tip
15 Jul 2022
Select the right OS for IoT devices
IoT OSes are designed to support devices with minimal power and storage resources. Learn about the sector's available OSes and how they might best suit your devices and use cases. Continue Reading
-
Guest Post
14 Jul 2022
ESIMs offer security, manufacturing benefits for IoT
Common in consumer devices, eSIMs may offer IoT enterprise users a way to increase security and lower manufacturing costs across multiple device types. Continue Reading
-
Guest Post
11 Jul 2022
IoT technology can advance environmental monitoring
LPWAN and IoT sensors help manufacturers, developers and organizations address environmental climate concerns with connected applications and streams of real-time data. Continue Reading
-
Guest Post
06 Jul 2022
A look at effective voice user interface design
As smart device technology matures, designers must ensure that voice user interfaces integrate new DSP and speaker technology for a better user experience. Continue Reading
-
Guest Post
22 Jun 2022
IoT brings resource gains, sustainability to agriculture
Sensors, LoRa and LoRaWAN bring benefits to famers across the globe -- and in a variety of use cases. Read about how this technology can optimize resources and improve crop yield. Continue Reading
-
Tip
22 Jun 2022
A look at smart energy security measures
IoT energy meters and sensors make buildings and power grids more efficient and cost-effective but require encryption, network security and access control for safe operation. Continue Reading
-
Guest Post
15 Jun 2022
Effective IoT security requires collaboration and clarity
IoT brings benefits to business, government and consumers. But those features shouldn't come at the cost of security or less privacy for its users. Continue Reading
-
Tip
10 Jun 2022
Polyglot developers can tackle all IoT code issues
IoT code and romance languages are similar: Once you know one, you can pick up parts of others. Development teams can benefit from code generalists and specialists. Continue Reading
-
Guest Post
10 Jun 2022
Top ways to strengthen protection for IoT devices in OT
To ensure IoT devices that support OT aren't compromised from cyber attacks, IT teams can implement zero-trust security, digital twins and supply chain measures. Continue Reading
-
Guest Post
31 May 2022
IoT tech helps local governments address sustainability
Smart cities can make infrastructure management more efficient and improve residential life. Smart meters, thermostats and IoT-based utilities make implementation easier. Continue Reading
-
Guest Post
19 May 2022
IIoT brings business opportunities and security concerns
IoT is now a part of many industrial sectors to help optimize operations and support digital workflows. But companies must be aware of security issues IIoT can pose. Continue Reading
-
Tip
16 May 2022
Top 8 IoT design principles for successful product creation
IoT products require a lot of collaboration and expertise. During the design process, be sure to consider UX, security features and data management measures. Continue Reading
-
Guest Post
13 May 2022
Simplify zero-trust implementation for IoT security
Zero-trust policies reduce the possibility of costly cyber attacks. Defining user access, boosting network security and using endpoint management tools can streamline adoption. Continue Reading
-
Guest Post
11 May 2022
IoT data collection: When time is of the essence
Data collection is an essential part of IoT deployments, but it must also be useful and accurate to operations. Using nanoseconds for events ensures no anomaly is undetected. Continue Reading
-
Feature
04 May 2022
5 embedded system terms IoT admins must know
IoT devices require technology to bring software, hardware and signal processing components together. Embedded systems combine these three elements to streamline IoT product design. Continue Reading
-
Tip
29 Apr 2022
Get acquainted with the types of actuators in IoT
Actuators are an essential hardware component of IoT products. Familiarize yourself with how actuators work, the different types of energy sources and the use cases for them. Continue Reading
-
Feature
28 Apr 2022
Analytics software unlocks the benefits of IoT data collection
IoT data is useless if it can't provide operational insights. Analytics offerings should be device-flexible and have visualization features to make data useful to stakeholders. Continue Reading
-
Tip
18 Apr 2022
A look at the top 5 IoT device types
You can find IoT products in the home, factories, vehicles and hospitals. Familiarize yourself with specific devices for each of these sectors and their pros and cons. Continue Reading
-
Feature
18 Apr 2022
Ultimate IoT implementation guide for businesses
IoT can offer many benefits to the enterprise, but it can be a challenge to implement. Learn the requirements and use best practices for a successful deployment. Continue Reading
-
Feature
15 Apr 2022
IoT data provides a foundation for smart city use cases
Smart cities can make residents' lives easier through real-time traffic information and public safety alerts. But governments should be aware of how to effectively manage use cases. Continue Reading
-
Tip
11 Apr 2022
9 IoT training certifications to take your next career step
IoT training certifications offering skills in IoT development, networking and security can give tech experts an advantage, especially when IoT skills are in high demand. Continue Reading
-
Guest Post
08 Apr 2022
3 ways IoT developers can tackle a changing design landscape
Supply chain interruptions, chip shortages and new networking protocols make IoT product design an ever-evolving process. Here's how developers can address these challenges. Continue Reading
-
Tip
06 Apr 2022
10 IoT security challenges and how to overcome them
IoT, while influential and beneficial, introduces several enterprise security issues. Key risks of IoT include network vulnerabilities and outdated software and firmware. Continue Reading
-
Feature
05 Apr 2022
Future of IoT offers mixed bag of opportunity, shortages
Here are four trends to consider as the technology melds into the metaverse and Web 3.0, while also battling lingering chip shortages and security concerns. Continue Reading
-
Tip
04 Apr 2022
AI and IoT: How do the internet of things and AI work together?
AI can compound the benefits of IoT by adding human-like awareness and decision-making to the environment at hand to ultimately increase efficiency and improve processes. Continue Reading
-
Tip
04 Apr 2022
Top 5 IoT security threats and risks to prioritize
Certain IoT security concerns are hard to forget, such as IoT botnets, but others might not come to mind as easily, including DNS threats and physical device attacks. Continue Reading
-
Tip
30 Mar 2022
Top 8 IoT applications and examples in business
IoT use cases can vary greatly based on the industry and organization, but several business applications of the technology are gaining momentum. Continue Reading
-
Tip
30 Mar 2022
Top 12 most commonly used IoT protocols and standards
Not every IoT communication protocol is right for every deployment or device. Consider the power and security requirements before choosing one protocol over another. Continue Reading
-
Tip
29 Mar 2022
Top advantages and disadvantages of IoT in business
Although the use of IoT in businesses is becoming increasingly popular because of the insights it provides, the technology comes with its own risks and challenges. Continue Reading
-
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
-
Tip
15 Mar 2022
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
-
Guest Post
10 Mar 2022
Demystifying the unspoken plurality of edge
If you ask different people, you'll receive different answers about edge technology. Acquaint yourself with the different use cases and deployment options that fall under the edge umbrella. Continue Reading
-
Guest Post
03 Mar 2022
Orchestrate a safer world with IoT and data convergence
IoT data has the potential to make businesses more secure and proactive against threats. But a successful deployment requires the right combination of data and software. Continue Reading
-
News
01 Mar 2022
Cisco updates IoT management, go-to-market private 5G plans
Cisco has updated the IoT Control Center to support low-cost, low-bandwidth IoT. The company also released details for its private 5G go-to-market strategy. Continue Reading
-
Guest Post
01 Mar 2022
Top 5 considerations of IoT Wi-Fi interoperability testing
Wi-Fi interoperability is an essential component of successful IoT device design. Avoid operational errors and test security modes, radio options and 802.11 functionality. Continue Reading
-
Tip
22 Feb 2022
Top 4 IoT data privacy issues developers must address
Regulatory changes mean changes for IoT device creation. Design considerations around API permissions, AI data set bias and physical access can improve product security. Continue Reading
-
Guest Post
14 Feb 2022
Ways IoT technology can help build a new normal for COVID-19
IoT sensors and networks can help organizations create safer buildings and keep employees healthy. Learn the use cases for healthcare, testing, HVAC and device management. Continue Reading
-
Guest Post
04 Feb 2022
Enable IoT technology security with IoT software engineering
IoT software engineering and QA testing are crucial to building IoT devices. Ensure you don't miss any of these five main systems and connectivity tests. Continue Reading
-
Guest Post
28 Jan 2022
5 ways IoT can improve manufacturing downtime
Downtime is expensive and disruptive to manufacturing companies. IoT can help managers use real-time data and reports to catch issues before they happen. Continue Reading
-
Guest Post
26 Jan 2022
Surpass competition with user experience-centered IoT devices
End-to-end testing brings many product and process components together. Address customer experience, and put your products ahead of the competition. Continue Reading
-
Opinion
06 Jan 2022
IoT ethics must factor into privacy and security discussions
With the adoption of IoT devices, consumers voluntarily trade privacy for the convenience of instant connectivity. Organizations must consider the ethics of their data collection. Continue Reading
-
Guest Post
29 Dec 2021
Developing private 5G network strategy for Industry 4.0
If manufacturers can set up the right network option from the start, they will ensure support for future Industry 4.0 investments, such as autonomous robots. Continue Reading
-
Guest Post
29 Dec 2021
The risks of silent patching and why it must end
Silently patching vulnerabilities within TCP/IP software is a detrimental, yet common habit among security vendors that hinders the security posture of the cybersecurity community. Continue Reading
-
Tip
29 Dec 2021
Considerations to make an IoT web app
Despite the popularity of mobile apps, organizations may opt for IoT web apps for their ease of use and capability of handling and processing a large amount of data. Continue Reading
-
Feature
28 Dec 2021
Guard your network with IoT software security
IoT software security can present a challenge for IT admins and may call for specialized tools such as extended detection and response platforms. Continue Reading
-
Tip
21 Dec 2021
Fortify security with IoT data protection strategies
It's only a matter of time before attackers target IoT data. Organizations must be ready with IoT data security best practices, including data encryption and visibility. Continue Reading
-
Feature
20 Dec 2021
IoT and mobile app development transform the future of UX
An increased focus on IoT development, deployment and management has shaped current mobile app development trends to adopt IoT-specific needs for future connected experiences. Continue Reading
-
Tip
16 Dec 2021
Shield endpoints with IoT device security best practices
IT administrators must implement best practices, including segmenting the network, encrypting data and shutting down unused devices to ensure the security of IoT devices. Continue Reading
-
Tip
15 Dec 2021
6 IoT security layers to shape the ultimate defense strategy
IT administrators can divide and conquer their defense strategy with IoT security layers that ensure data protection from its generation in devices to its storage in the cloud. Continue Reading
-
Tip
13 Dec 2021
Reinforce IoT cloud security in 6 steps
Cloud services can accommodate the constant flow of IoT data, but IT admins must also be ready to work with providers to effectively defend their fortress in the cloud. Continue Reading
-
Tip
13 Dec 2021
Bolster physical defenses with IoT hardware security
IT admins must take IoT hardware security just as seriously as other protective measures in their network because attackers can also easily physically access remote devices. Continue Reading
-
Guest Post
03 Dec 2021
IoT security needs zero trust to face new botnet trends
The growing threat of botnets that target IoT devices means that organizations must extend their perimeter access controls, including the use of zero trust. Continue Reading
-
Feature
02 Dec 2021
4 advanced IoT security best practices to boost your defense
IT admins must go beyond standard security practices for IoT deployments and adopt more complex protections, such as machine learning threat detection, to ensure security. Continue Reading
-
Guest Post
02 Dec 2021
IoT developers can't afford to ignore third-party code
IoT developers must adopt best practices -- such as regular updates -- for incorporating third-party code into IoT devices and addressing potential vulnerabilities. Continue Reading
-
Guest Post
01 Dec 2021
Empowering the military and first responders with IoT
Tactical edge computing will serve as the foundation for the internet of military things, which will become a national imperative to prevent first responder casualties. Continue Reading
-
Guest Post
01 Dec 2021
The future of farming: IoT wearables and data in animal care
Farmers and pet owners alike could benefit from the use of IoT in animal healthcare. With monitoring and machine learning models, veterinarians can treat animals more effectively. Continue Reading
-
Tip
29 Nov 2021
Tackle IoT application security threats and vulnerabilities
By taking action to secure IoT applications and including them in a security strategy, IT admins can close off a tempting entry point to criminals. Continue Reading
-
Tip
29 Nov 2021
Top 5 benefits of edge computing for businesses
By bringing compute and storage closer to where the data is collected, edge computing provides many benefits to organizations, including increased speed and reliability. Continue Reading
-
Feature
19 Nov 2021
Get started with IoT mobile apps for enterprise use
Managing an ever-growing fleet of IoT devices can be a challenge for many enterprises, but IoT mobile apps have given greater flexibility and simplified the process. Continue Reading
-
Guest Post
17 Nov 2021
Regulatory compliance test for Wi-Fi 6E explained
Even though IoT devices found at work and home have gone through a long process of development, they still must undergo careful testing to ensure they stay in compliance. Continue Reading
-
Guest Post
17 Nov 2021
Solving IoT authentication challenges
If organizations want to take advantage of IoT, they must first protect major authentication vulnerabilities with layers of defenses. Continue Reading
-
Feature
12 Nov 2021
IoT drives sustainable development and the bottom line
Emerging technologies, including virtual reality, AI and IoT, are critical for organizations to ensure that they remain profitable and sustainable in the long run. Continue Reading
-
Tip
08 Nov 2021
Edge computing security risks and how to overcome them
IT administrators must incorporate the right strategies and tools to anticipate, prevent and overcome common edge computing security risks and realize the value of edge technology. Continue Reading
-
Tip
05 Nov 2021
6 steps to kick-start IoT app development
IoT app development teams must tackle the nuances of IoT technology in the planning and design phases of development, including IoT security vulnerabilities and compatibility. Continue Reading
-
Tip
03 Nov 2021
Edge computing vs. cloud computing: What's the difference?
IT administrators don't need to choose between the edge and cloud, but they need to know the pros and cons of each technology to best incorporate them in business operations. Continue Reading
-
Feature
02 Nov 2021
How to use IoT for energy efficiency and sustainability
Organizations in any industry can adopt IoT devices, including smart thermostats and lighting systems, to reduce their electrical consumption and make buildings more sustainable. Continue Reading
-
Guest Post
28 Oct 2021
How IoT makes buildings smart and efficient
IoT and AI can make commercial buildings' energy consumption more sustainable by changing HVAC settings to account for temperature, occupancy and fluctuating energy prices. Continue Reading
-
Guest Post
28 Oct 2021
Reduce costs of keeping IoT operational, compliant and secure
Managing a plethora of IoT devices is no easy feat. IoT operations teams must adapt and automate device management to keep fleets operational while reducing costs. Continue Reading
-
Tip
27 Oct 2021
No-code and low-code IoT platforms speed up app development
Organizations may not have a developer available in-house who can build a new IoT application, but no-code and low-code IoT tools can turn anyone into an IoT application developer. Continue Reading
-
Guest Post
25 Oct 2021
IoT software engineering: The new wave of IoT development
IoT deployments can offer a variety of use cases across all industries, but engineers must design their applications with the right platforms, OSes and programming languages. Continue Reading
-
Tip
22 Oct 2021
Why use machine learning in IoT security strategy
Machine learning can be a valuable tool for any organization looking to secure IoT devices on a more scalable and efficient basis with automation and anomalous behavior detection. Continue Reading
-
Guest Post
20 Oct 2021
IoT device security implications for the future
IoT security has always been a concern for consumers and manufacturers, but future trends in automotive IoT, 5G and smart homes will call for stronger security measures. Continue Reading
-
Tip
19 Oct 2021
Learn the basics of cryptography in IoT
Cryptography requires navigating the limitations of IoT, but the protection data encryption offers makes it a must-have for secure IoT deployments and communication channels. Continue Reading
-
Guest Post
19 Oct 2021
Building IoT strategies around trust
IoT technology can improve operational performance, safety and security, but organizations must take steps to ensure the trust of employees and customers. Continue Reading
-
Tip
11 Oct 2021
IoT segmentation secures device fleets and broader network
In the age of IoT, IT administrators must isolate devices, such as temperature sensors or surveillance cameras, from other applications and servers to keep their network secure. Continue Reading
-
Guest Post
11 Oct 2021
Transforming buildings to be smart and sustainable
To meet greenhouse gas reduction targets and regulatory requirements, companies must transform facilities into energy-efficient smart buildings, and IoT platforms can help. Continue Reading
-
Guest Post
07 Oct 2021
How removing latency can unlock even greater value from IoT
Many applications of IoT require real-time information to give value to customers, whether it's for the safety of autonomous vehicles or cooking the perfect prime rib. Continue Reading
-
Guest Post
06 Oct 2021
The value of IoT at the edge
The edge gives organizations a straightforward way to set up an IoT project and gain rapid insights to build cost-effective, data-led strategies. Continue Reading
-
Guest Post
06 Oct 2021
Why IoT should become the 'internet of transparency'
IoT devices run on opaque, proprietary algorithms that erode the public's trust in smart technology and hamper its adoption. The industry must bring IoT algorithms into the light. Continue Reading
-
Guest Post
04 Oct 2021
4 steps IT can take to manage the IoT device explosion
IT and security teams must take steps to keep up with their IoT deployment, including investing in the right tools and creating an IoT operations budget. Continue Reading
-
Guest Post
04 Oct 2021
Geographic information systems transform digital twins
Digital twins built with geographic information systems create a powerful tool that analyzes data to examine component relationships and simplify system complexity. Continue Reading
-
Feature
30 Sep 2021
Agriculture IoT promotes sustainable practices
Agricultural organizations can adopt IoT in their farming practices to not only optimize their production, but also to improve their sustainability with precision agriculture. Continue Reading