Cluster

Choosing the Right Tool: A Comparative analysis of the Assistants API & Chat Completions API

Intro  In the evolving landscape of artificial intelligence (AI), the rate of innovation is producing many new technologies and frameworks to aid in the development of AI solutions. OpenAI is a leader in this space and provides different building blocks. Among its array of offerings, the Assistants API and the Chat Completions API, could be […]

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Azure Portal collapsed service menus #azure #portal #ui #ux

Recently the menu structure in Azure is changed into a collapsed and expanded menu, Don’t know who thought it was the best option to have all the blades in collapsed mode. one word #annoying for me Collapsing menus, also known as accordion menus, are a popular design choice in many web applications, including Microsoft Azure.

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End to end container security with unified SOC experience

In the dynamic landscape of cloud security, the journey from code to runtime protection is a narrative of innovation and adaptation. At the heart of this evolution lies Microsoft Defender for Cloud, a CNAPP solution designed to fortify multi-cloud environments seamlessly. Today we are announcing recent releases and enhancements for container security in Defender for

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Finetune Small Language Model (SLM) Phi-3 using Azure Machine Learning

Motivations for Small Language Models: Efficiency: SLMs are computationally more efficient, requiring less memory and storage, and can operate faster due to fewer parameters to process. Cost: Training and deploying SLMs is less expensive, making them accessible to a wider range of businesses and suitable for applications in edge computing. Customizability: SLMs are more adaptable

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Unlocking the Potential: The Benefits and Requirements of a Vector Database

Generative AI is revolutionizing our interaction with data, enabling dynamic new ways to engage with information—from conversational interfaces to generating content like code snippets or summaries. Vector databases, particularly pivotal in this evolution, play a critical role in enabling these sophisticated interactions. Understanding the value of vector databases  Vector databases are responsible for advanced data

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Protecting Containers: A Primer for Moving from an EDR-based Threat Approach

Many security teams are familiar with an EDR-based approach to security. However, container protection within their cloud ecosystem can seem much more challenging and complex.    Protecting containers requires an understanding of the complete attack surface that containers expose–whether you are running them using an orchestrator like Kubernetes or locally using Docker.   In this

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Setting up Sentinel for Kubernetes Monitoring

A guide to using Microsoft Sentinel for monitoring the security of your containerized applications and orchestration platforms. Part 3 of 3 part series about security monitoring of your Kubernetes Clusters and CI/CD pipelines by @singhabhi  and @Umesh_Nagdev , Security GBB Introduction  In part 1 and part 2 of this series, we discussed the type of log sources you should consider

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Attackers exploiting new critical OpenMetadata vulnerabilities on Kubernetes clusters

Attackers are constantly seeking new vulnerabilities to compromise Kubernetes environments. Microsoft recently uncovered an attack that exploits new critical vulnerabilities in OpenMetadata to gain access to Kubernetes workloads and leverage them for cryptomining activity. OpenMetadata is an open-source platform designed to manage metadata across various data sources. It serves as a central repository for metadata

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Intelligent Load Balancing with APIM for OpenAI: Weight-Based Routing

Ever Since launch of ChatGPT, demand for OpenAI GPT Models has increased exponentially.Due such vast demand in short span of time, it’s been challenging for customer to get their desired capacity in their respective region. In that case my recommendation has been to deploy multiple OpenAI instance with S0 plan(Token-based-consumption) in any region where capacity is

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Windows Server 2025 vs 2022: Detailed Overview

Windows Server 2025 represents the next evolution of Microsoft’s server operating system, aiming to enhance security, performance, scalability, and IT infrastructure management. This blog post will provide a detailed comparison of Windows Server 2025 and its predecessor, Windows Server 2022. Windows Server 2022: A Recap Windows Server 2022 is built on the strong foundation of

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