IoT Hub is a fully managed service from Microsoft Azure as part of Azure IoT Suite that enables reliable and secure bi-directional communications between millions of IoT devices and your solution back end. Azure IoT Hub are designed to provide following capabilities: Multiple device-to-cloud and cloud-to-device communication options, including one-way messaging, file transfer, and request-reply […]
Read more →Category: Emerging Technologies
Emerging technologies include a variety of technologies such as educational technology, information technology, nanotechnology, biotechnology, cognitive science, psychotechnology, robotics, and artificial intelligence.
Azure IoT Hub Device Management–Released to Public
Today Microsoft has announced general availability of Azure IoT Hub Device Management. With this release Azure IoT Hub subscribers/customers will be able to get access to following features and functionalities: Device twin. Use a digital representation of your physical devices to synchronize device conditions and operator configuration between the cloud and device. Direct methods. Apply […]
Read more →Azure: What are Event Hubs?
Event Hubs is a feature within the Azure and is intended to help with the challenge of handling an event based messaging at huge scale. To be specific it is a Highly scalable data streaming platform. The idea is that if you have apps or devices publishing telemetry events then Event Hubs can be the […]
Read more →Scalability – Scale Out/In vs Scale Up/Down (Horizontal Scaling vs Vertical Scaling)
When you work with Cloud Computing or normal Scalable highly available applications you would normally hear two terminologies called Scale Out and Scale Up or often called as Horizontal Scaling and Vertical Scaling. I thought about covering basics and provide more clarity for developers and IT specialists. What is Scalability? Scalability is the capability of […]
Read more →Redis Cache–Azure Plans
Azure Redis Cache, a secure data cache based on Open source Redis Cache, which will provide you a fully managed/serviced instance from Microsoft. Means you don’t have to bear the burden of managing the server/software patches etc.. What is Redis Cache? Redis is an open source (BSD licensed), in-memory data structure store, used as a […]
Read more →Knowledge Distillation: Transferring Intelligence from Large to Small Models
Introduction: Knowledge distillation transfers the capabilities of large, expensive models into smaller, faster ones that can run efficiently in production. Instead of training a small model from scratch, distillation leverages the “dark knowledge” encoded in a teacher model’s soft probability distributions—information that hard labels alone cannot capture. This guide covers the techniques that make distillation […]
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