Microsoft Azure IoT Suite Provisioned solutions will help you create your own fully integrated solutions tailored for your specific needs in the following 3 sections. Using these ready to consume solutions will accelerate your time to market IoT(Internet of Things) requirements. Remote Monitoring – Connect and monitor your devices to analyze untapped data and improve […]
Read more →Month: January 2017
IoT Jargons – Identity of Things (IDoT)
The Identity of Things (IDoT) is an area involves assigning universal unique identifiers (UUID) with associated metadata to devices and objects (things), to identify, connect and communicate effectively with other machines over the internet or within constrained local network. The metadata included with the UUID characterizes the identity of an endpoint. Identity is an essential […]
Read more →IoT Protocols–Quick Comparison
The table below contains a quick summary of the IoT protocols: Protocol CoAP XMPP RESTful HTTP MQTT AMQP Transport UDP TCP TCP TCP TCP Messaging Request/Response Publish/Subscribe Request/Response Request/Response Publish/Subscribe Request/Response Topic based Publish/Subscribe 2G, 3G, 4G Suitability (1000s nodes) Excellent Excellent Excellent Excellent Excellent LLN Suitability (1000s nodes) Excellent Fair Fair Fair Excellent Compute […]
Read more →Internet of Things (IoT)–Introduction
The Internet of things (IoT) is the inter-networking of physical devices, vehicles (also referred to as “connected devices” and “smart devices”), buildings, and other items embedded with electronics, software, sensors, actuators, and network connectivity which enable these objects to collect and exchange data. The IoT allows objects to be sensed or controlled remotely across existing […]
Read more →Announcement: Update to My Blog
Hi All, All these years I have been a Microsoft Technology fan especially around Web and Windows technologies. Now onwards I will start revamping my site more dedicated towards Azure, Analytics and Machine learning. At the same time I would also post some interesting blogs around other Microsoft Technologies, especially around .NET Core and cross-platform […]
Read more →LLM Fine-Tuning Techniques: From LoRA to Full Parameter Training
Introduction: Fine-tuning transforms general-purpose LLMs into specialized models that excel at your specific tasks. While prompting can get you far, fine-tuning unlocks capabilities that prompting alone cannot achieve: consistent output formats, domain-specific knowledge, reduced latency from shorter prompts, and behavior that would require extensive few-shot examples. This guide covers the practical aspects of LLM fine-tuning: […]
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