InfoQ Homepage Internet Of Things Content on InfoQ

Articles

RSS Feed

Newer Older

AI, ML & Data Engineering

Efficient Resource Management with Small Language Models (SLMs) in Edge Computing

Small Language Models (SLMs) bring AI inference to the edge without overwhelming the resource-constrained devices. In this article, author Suruchi Shah dives into how SLMs can be used in edge computing applications for learning and adapting to patterns in real-time, reducing the computational burden and making edge devices smarter.

Suruchi Shah
on Nov 11, 2024
Cloud

The Role of Digital Twins in Unlocking the Cloud's Potential

This article explores the use of the DT concept as a new way to make cloud services more developer-friendly. This new model aligns the development, deployment, and now the runtime aspects of a microservice into a single, cohesive unit, bridging the gap between developers and the cloud and paving the way for a new era of cloud services.

Bilgin Ibryam
on Jul 28, 2023
Cloud

Service Assurance in Private LTE/5G Networks

This article talks about service assurance in the context of cellular networks, how private networks pose additional needs, and how an end-to-end service assurance framework can be designed and developed for such networks.

Harpreet Kaur
on Jun 16, 2023
Culture & Methods

Green IoT for Energy Efficiency and Environmental Sustainability

The growth of IoT has resulted in improving connectivity amongst devices worldwide. Green IoT represents the energy efficient procedures adopted by IoT devices to achieve a sustainable and safer world. In order to green the IoT, it will be necessary to use less energy, look for new resources, reduce the negative effects of the IoT on human health, and cause less environmental disruption.

Anubha Jain
on Oct 25, 2022
Mobile

A Quick Look at Advanced IoT Sensors for the Enterprise Going Digital

Thanks to IoT developing at a rapid pace, devices, including sensors, are becoming more affordable, and the entire ecosystem has gotten smarter. These results allow businesses to satisfy more specific needs according to their manufacturing process, as well as to take measurements in complex conditions. In this article we will provide an overview of where IoT sensors currently stand.

Zach Prystash
on Feb 28, 2022
Mobile

InfoQ Mobile and IoT Trends Report 2022

This report summarizes the views of the InfoQ editorial team and of several practitioners from the software industry about emerging trends in a number of areas that we collectively label the mobile and IoT space. This is a rather heterogeneous space comprising devices and gadgets from smartphones to smart watches, from IoT appliances to smart glasses, voice-driven assistants, and so on.

Sergio De Simone Abhijith Krishnappa Tridib Bolar
on Feb 21, 2022
AI, ML & Data Engineering

Federated Machine Learning and Edge Systems

At QCon Plus 2021, Katharine Jarmul spoke about machine learning on edge devices using federated machine learning. Some key takeaways were: federated machine learning is useful for edge devices with limited network bandwidth and can improve data privacy; and learning on edge devices can improve data diversity and allow for predictions even when the device is no longer connected.

Katharine Jarmul
on Feb 18, 2022
Mobile

How to Harden Applications against IIoT Security Threats

This article will explore two sides of the IIoT security equation: understanding how and why IIoT systems can become vulnerable to hacking attempts, and which solutions and strategies are available to harden them. It will provide also a set of best practices to address IoT security concerns.

Martin Giess
on Nov 03, 2021
Architecture & Design

Local-First Cooperation: Autonomy at the Edge, Secured by Crypto, 100% Available

Why do two local devices need the cloud to be able to communicate? Shouldn't we be able to enable robust cooperation between nearby computing devices? This idea is the realm of local-first cooperation. In what follows, the author discusses the technologies used to make it function and a few places where work is still needed.

Roland Kuhn
on May 14, 2021
Cloud

The Perfect Pair: Digital Twins and Predictive Maintenance

Businesses are moving towards developing a predictive maintenance model using digital twins that mirror their real-life counterparts. In this article, the author looks at digital twins, and provides an example of how to build one.

Karthikeyan Shanmugam
on Mar 10, 2021
Cloud

Network Edge 5G Computing Technologies Predicted to Make Dramatic Changes to Business Operations

Implementing network edge 5G technologies can offer many advantages, but also presents challenges for your team. In this article, we’ll take a look at promise and risk of network edge 5G models.

Sam Bocetta
on Mar 04, 2021
Cloud

From Cloud to Cloudlets: a New Approach to Data Processing?

The growing popularity of small, distributed clouds, or “cloudlets” is an implicit recognition of the limitations of the “traditional” cloud model, and could signal a major shift in the way that data is collected, stored, and processed.

Sam Bocetta
on Oct 01, 2020