Azure Weekly - ☁️ Azure Weekly #456 - 3rd March 2024
Azure Weekly Newsletter Issue #456
powered by endjin
Welcome to issue 456 of the Azure Weekly Newsletter. A varied selection of articles this week. Let's start with AI; Fine Tuning with Function Calling on Azure OpenAI Service and Cost Optimized hosting of Fine-tuned LLMs in Production.
Lots of Analytics updates this week, highlights include; Introducing Managed Private Endpoints for Microsoft Fabric in Public Preview, What is Eventstream in Microsoft Fabric - Part 1, and a some great Enhanced Performance in Additional Regions: Azure Synapse Analytics Spark Boosted by up to 77%.
In App Dev; Path and hostname-based routing in Azure Container Apps with NGINX, Everything you need to know about Azure Public & Private DNS, and App Configuration: where does it go.
Finally, Backstage is an open platform for building developer portals, we've been using it at endjin for a while now. We use it to put a UI over our large open source estate. We've built a number of plugins for surfacing engineering practices metrics, security and compliance information, like OpenChain. Our instance runs in Azure Container Apps, but there's a great article about Introduction and Deployment of Backstage on Azure Kubernetes Service.
If you have any content you'd like to contribute to the newsletter, please tweet @AzureWeekly or ping an email to AzureWeekly@endjin.com.
Interested in Power BI? Sign up to our sibling newsletter Power BI Weekly or follow on Twitter @powerbiweekly to receive all the week's Power BI news.
AI + Machine Learning
Covering: Anomaly detector, Azure Bot Service, Azure Machine Learning, Azure Open Datasets, Bing APIs, Cognitive Services, Computer Vision, Content moderator, Custom vision, Data Science Virtual Machines, Face, Form Recogniser, Immersive Reader, Ink Recogniser, Language Understanding (LUIS), Machine Learning Studio, Microsoft Genomics, ML.NET, Personaliser, Project Cortex, QnA Maker, Speaker Recognition, Speech-to-Text, Speech translation, Text Analytics, Text to Speech , Translator Speech, Translator Text
- Joe Weeden explains how to AI transforms the telephone call
- Pamela Fox announces the Winners of the First AI Chat App Hack
- Manoj Bableshwar covers Mistral Large, Mistral AI's flagship LLM, debuts on Azure AI Models-as-a-Service
- On episode 286 of the Azure DevOps podcast, Jeffrey Palermo (@jeffreypalermo) is joined by Michael Washington to talk about Azure OpenAI
- On the Microsoft Mechanics show, Matt McSpirit (@mattmcspirit) explains how to Build your own private ChatGPT style app with enterprise-ready architecture
- Mahsa Rouzbahman writes about Fine Tuning with Function Calling on Azure OpenAI Service
- Lo Kinfey (@Ljh8304) covers Journey Series for Generative AI Application Architecture - Foundation
- Shubham Soni talks about Unleashing the Power of SAM in Azure Machine Learning and Azure AI Studio
- Jyotsna Ravi delves into Cost Optimized hosting of Fine-tuned LLMs in Production
- Deepak Kaaushik talks about Unleashing the Power of Azure AI Prompt Flow & Microsoft Fabric
- On the Microsoft Mechanics show, Mary David Pasch explains Microsoft Copilot personal and work experiences
Analytics
Covering: Apache Spark for HDInsight, Azure Analysis Services, Azure Data Explorer, Azure Data Share, Azure Databricks, Azure Stream Analytics, Azure Synapse Analytics, Data Factory, Event Hubs, HDInsight, Microsoft Purview, Microsoft Fabric
- On Microsoft Fabric Blog, Tzvia Gitlin Troyna blogs about Eventhouse Overview: Handling Real-Time Data with Microsoft Fabric
- Santhosh Kumar Ravindran walks through Introducing Managed Private Endpoints for Microsoft Fabric in Public Preview
- Dandan Zhang announces Azure Private Link Support for Microsoft Fabric in Public Preview
- Trevor Olson explains how to Reduce egress costs with S3 shortcuts in OneLake
- Aaron Merrill talks about Building Common Data Architectures with OneLake in Microsoft Fabric
- Brad Schacht walks through Mapping Azure Synapse dedicated SQL pools to Fabric data warehouse compute
- Meenal Srivastva talks about Introducing Trusted Workspace Access for OneLake Shortcuts
- Olga Molocenco discusses Microsoft Fabric for multitenant SaaS
- Koen Verbeeck (@Ko_Ver) writes about What is Eventstream in Microsoft Fabric - Part 1
- Guy Haycock explains how to Enhanced Performance in Additional Regions: Azure Synapse Analytics Spark Boosted by up to 77%
- David Callaghan covers Data Lake Governance with Tagging in Databricks Unity Catalog and describes Feature Engineering with Databricks and Unity Catalog
- Anna Hoffman (@AnalyticAnna) discusses The ABCs of ADX: Learning the Basics of Azure Data Explorer Data Exposed: MVP Edition
- Nijel S F provides a Migration Guide for HDInsight 5.1 - Hadoop cluster
Compute
Covering: Azure CycleCloud, Azure Dedicated Host, Azure Functions, Azure VMware Solution by CloudSimple, Batch, Cloud Services, Linux Virtual Machines, SAP HANA on Azure Large Instances, Service Fabric, Virtual Machines, Virtual Machine Scale Sets
- The Azure Updates Team announces Public preview: Azure Functions Support for HTTP Streams in Node.js
- Andy Howard announces the release of CycleCloud 8.6
- Kent Altena talks about Scaling Up in the Cloud: The WEKA Data Platform and Azure HPC Windows Grid Integration
Containers
Covering: Azure Kubernetes Service (AKS), Azure Red Hat OpenShift, CNAB, CNCF, Container Instances, Container Registry, Porter, WSL, Web App for Containers
- The Azure Updates Team announces Generally Available: Capacity Reservations support in AKS, also GA: Istio-based service mesh add-on for Azure Kubernetes Service, and Public preview: Kubernetes 1.29 support in AKS, and Public preview: AKS support for node soak duration for upgrades and Public preview: Disable network policy in AKS for migration
- Noah Whitehead discusses Zero-trust Security for Windows Container-based application with Calico
- On Diagrid Blog, Bilgin Ibryam covers Dapr as a 10x Platform
- The Diagrid Team announce that Diagrid Conductor on the Azure Marketplace
- Cary Chai covers Path and hostname-based routing in Azure Container Apps with NGINX
- Pranay Bakre explains how to Deploy an Application to Azure Kubernetes Service
Databases
Covering: Azure Cosmos DB, Azure Database for MariaDB, Azure Database for MySQL, Azure Database for PostgreSQL, Azure SQL Database, Azure SQL Database Edge, Azure Cache for Redis, SQL Data Warehouse, SQL Server on virtual machines, SQL Server Stretch Database, Table storage
- The Azure Updates Team announces General availability: Azure SDKs support for Azure Cosmos DB for PostgreSQL, and General availability: Azure CLI support for Azure Cosmos DB for PostgreSQL and General availability: Latest PostgreSQL minor versions supported by Azure Database for PostgreSQL - Flexible Server
- The Azure Updates Team announces Public Preview: Azure SQL updates for late-February 2024
- Arvind Shyamsundar (@arvisam) covers Public Preview: Zone redundancy for Azure SQL Database Hyperscale elastic pools
- Aditi Gupta discusses Azure Database for MySQL Import supports Percona XtraBackup for migrations to Flexible Server
- John Miner explains how to Deploy and Configure Azure SQL Database for PostgreSQL using Azure Portal
- Assaf Fraenkel discusses Relational Data Synchronization between environments
- Claire Giordano (@clairegiordano) writes about The azureai extension to Azure Database for PostgreSQL, definition and demo
- Yochanan Rachamim (@ryochanan) covers Azure SQL DB - Failed to add database to failover group - find out why
- Jonas Ekerhovd (@jonastalks) shares Mastering Azure SQL Encryption for Better Data Protection
Developer Tools
Covering: App Configuration, Azure Lab Services, CLIs, Developer tool integrations, SDKs, Visual Studio, Visual Studio Code, Visual Studio Online
- On Visual Studio Magazine, David Ramel (@dramel) writes about Some 5 Years In, 'New' WinForms Designer Still Not There and writes about New in VS Code: Voice Dictation, Improved Copilot AI
- Derek Comartin discusses App Configuration: where does it go
- On the Visual Studio blog, Shyam Gupta discusses WinForms Designer Selection for 32-bit .NET Framework Projects
- Elio Struyf (@eliostruyf) walks through Running .NET Azure Functions on macOS and Visual Studio Code and explains how to Add a support link for a VSCode extension on the marketplace
- On IT Next, Saeed Zarinfam writes Can NetBeans bring us a decent Java Extension for VS Code
- Drew Skwiers-Koballa covers Updates from 162.1 and 162.2 releases of SqlPackage and the DacFx ecosystem
- Owain Osborne-Walsh covers Introduction and Deployment of Backstage on Azure Kubernetes Service
- On the Q Sharp blog, Ivan Basov covers Exploring space-time tradeoffs with Azure Quantum Resource Estimator
- David Levy announces Azure Data Studio 1.48 is now available
DevOps
Covering: Azure Artifacts, Azure Boards, Azure DevOps, Azure Pipelines, Azure Repos, Azure Test Plans, Azure DevTest Labs, DevOps tool integrations
- Eric Starker talks about Azure DevOps blog closing - moving to DevBlogs
- Elijah Weber walks through Building Re-Usable Pipeline Templates in GitHub Actions Workflows
- Dhruv Muttaraju writes Accelerate developer onboarding with the configuration-as-code customization in Microsoft Dev Box
- Steven Ma explains how to Terraform on Azure February 2024 Update
Hybrid + Multicloud
Covering: Azure Arc, Azure Stack
- Charley Wen blogs about Azure Operator Nexus β The Ultimate Cloud-Native Solution for Mobile Workloads
- Deepak Garg blogs about Introducing Azure Operator 5G Core
- Venkata Raj Pochiraju writes SQL Server enabled by Azure Arc, now assists in selecting the best Azure SQL target
Identity
Covering: Azure Active Directory (AD), Azure Active Directory B2C, Azure Active Directory Domain Services
- Gyanendra Kumar Gautam covers February 26, 2024 Weekly Update on Microsoft Integration Platform & Azure iPaaS
- Alex Weinert writes about Prompt users for reauthentication on sensitive apps and high-risk actions with Conditional Access
- Daniel SΓΆderholm explains how to Refreshed Identity and Access Management CAF documentation
- On the Redmond magazine site, Kurt Mackie (@kurmac) describes Microsoft Previews Conditional Access Policy To Compel Reauthentications
- Aquib Qureshi covers Azure Permissions 101: How to manage Azure access effectively
Integration
Covering: Azure API for FHIR, Event Grid, Logic Apps, Service Bus
- Eldert Grootenboer (@egrootenboer) describes IP address changes for Azure Service Bus and IP/DNS Changes for Azure Relay
- Sandro Pereira (@sandro_asp) covers BizTalk Server to Azure Integration Services: Validate XML messages before executing the business logic
- Nikita Nallamothu blogs about Load Testing Azure Service Bus
- Jose Barreto provides Links about Microsoft Graph Data Connect for SharePoint
- Jose Barreto provides a Step-by-step: Gather a detailed dataset on SharePoint Sites using the Microsoft Graph Data Connect
Internet of Things
Covering: Azure Digital Twins, Azure IoT Central, Azure IoT Edge, Azure IoT Hub, Azure IoT solution accelerators, Azure Maps, Azure Sphere, Azure Time Series Insights, IoT DevKit, WildernessLabs, Windows 10 IoT Core Services
- The Azure Sphere Team talks about Azure Sphere OS version 24.03 is now available for evaluation
Learning
Covering: Microsoft Certifications, Azure Certifications, Microsoft Learning Paths, Certification Pathway Information
- Vinicius Apolinario (@vrapolinario) writes about New Storage and Networking MS Learn modules for Windows containers on AKS
- Megan Pennie explains how to Optimize and secure your cloud with new Azure Optimization skilling events
- Paul DeCarlo blogs about Microsoft Fabric AI Hack Together: Create, Evaluate, and Score a Churn Prediction Model
- On episode 227 of the Ctrl+Alt+Azure podcast, Tobias Zimmergren & Jussi Roine are joined by Mustafa Toroman (@CtrlAltAzure) to talk about Experiences in Azure
- Daniel Calbimonte discusses AI-102 Exam: Designing and Implementing a Microsoft Azure AI Solution Study Guide
Management and Governance
Covering: Automation, Azure Advisor, Azure Backup, Azure Blueprints, Azure Lighthouse, Azure Managed Applications, Azure mobile app, Azure Monitor, Azure Policy, Azure Resource Manager, Azure Service Health, Azure Site Recovery, Cloud Shell, Cost Management, Microsoft Azure portal, Scheduler, Azure Purview
- The Azure Updates Team explains how to Enable replication for added VMware VM data disks
- Sharon Choi covers Introducing the Microsoft 365 Lighthouse and Microsoft Power Platform Integration Guide
- Giulio Astori talks about Unlocking New Dimensions in Cybersecurity - Advanced Export for Defender for Cloud Attack Insights
- Jonas Ohmsen covers ConfigMgr Windows Update Compliance Reporting FAQ
- The Intune Support Team provide a Support tip: Leveraging PowerShell to view and manage Microsoft Intune Assignment filters
- Jason Cody covers Zero Trust: Rapid off boarding with Intune and Microsoft Entra Id
- Sam Cogan (@samcogan) writes Classic Application Insights Is On Its Way Out
- On episode 371 og the Microsoft Cloud IT Pro Podcast, Ben & Scott talk about Microsoft Intune
Media
Covering: Azure Media Player, Content Protection, Encoding, Live and On-Demand Streaming, Media Analytics, Media Services, Video Indexer
- Steven Stein talks about Whats New in Microsoft Teams February 2024
Migration
Covering: Azure Database Migration Service, Azure Migrate, Data Box
- No content this week
Networking
Covering: Application Gateway, Azure Bastion, Azure DNS, Azure ExpressRoute, Azure Firewall, Azure Firewall Manager, Azure Front Door, Azure Internet Analyzer, Azure Private Link, Content Delivery Network, Load Balancer, Network Watcher, Traffic Manager, Virtual Network, Virtual WAN, VPN Gateway, Web Application Firewall
- The Azure Updates Team announces General availability: Application Gateway for Containers, and Public preview: Azure Application Gateway introduces support for TLS and TCP protocols and Public preview: Internet inbound for Network Virtual Appliances in Virtual WAN Hubs
- Wessel Loth shares Everything you need to know about Azure Public & Private DNS
- Raman Dhillon blogs about Azure Virtual Network now supports updates without subnet property
- Bozidar Radunovic covers Microsoft and Industry Leaders Enable RAN and Platform Programmability with Project Janus
- Deepti Jain covers Connectivity from IaaS (VM) and PaaS service (ADF) to ADLS account with public network access disabled
- Jason Medina describes Azure VMware Solution with vWAN Routing Intent and Palo Alto Cloud NGFW
Security
Covering: Azure DDoS Protection, Azure Information Protection, Azure Sentinel, Key Vault, Security Center
- On The Azure Podcast, the Podcast team (@AzurePodcast) is joined by Fabian Gonzalez to talk about Tales from the field with Azure Key Vault
- Shabaz Shaik describes Azure DDoS Protection β SecOps Deep Dive
Storage
Covering: Archive Storage, Avere vFXT for Azure, Azure Data Lake Store, Azure FXT Edge Filer, Azure HPC Cache, Azure NetApp Files, Blob Storage, Disk Storage, File Storage, Managed Disks, Queue Storage, Storage Accounts, Storage Explorer, StorSimple
- Damien Bowden (@damien_bod) walks through Delegated read and application write access to blob storage using ASP.NET Core with Entra ID authentication
Web
Covering: API apps, API Management, App Service (Web), Azure Cognitive Search, Azure SignalR Service, Azure Spring Cloud, Web apps
- The Azure Updates Team talks about GA: Azure API Management Developer Portal Unveils Enhanced Features for Increased Developer Productivity
- Jeff Martinez covers Creating Intelligent Apps on App Service with .NET
- Madhura Bharadwaj blogs about Azure Functions: Support for HTTP Streams in Node.js is now in Preview
Azure Virtual Desktop
Covering: Azure Virtual Desktop
- No content this week
Thought Leadership from endjin
- π BOOK NOW: SQLBits 2024 Workshop - DataOps: How to Deliver Data Faster and Better with Microsoft Cloud
- π Learn Reactive Programming with Introduction to Reactive Extensions for .NET - a FREE book.
- π Star Schemas are fundamental to unleashing value from data in Microsoft Fabric.
- π Adopt A Product Mindset To Maximise Value From Microsoft Fabric.
- π Exploring Strategies Enabled By Microsoft Fabric.
- π Developing a Data Mesh Inspired Vision Using Microsoft Fabric.
- π How Does Microsoft Fabric Measure Up To Data Mesh?
- π Microsoft Fabric Is A Socio-Technical Endeavour
- πΊ Decision Makers Guide to Microsoft Fabric - The Pace of Innovation.
- πΊ Decision Makers Guide to Microsoft Fabric - Microsoft Fabric and Generative AI.
- πΊ Decision Makers Guide to Microsoft Fabric - Hedging your Fabric Bet.
- πΊ Microsoft Fabric - Local OneLake Tools.
- πΊ Microsoft Fabric - Creating a OneLake Shortcut to ADLS Gen2.
- πΊ Microsoft Fabric - Ingesting 5GB into a Bronze Lakehouse using Data Factory.
- πΊ Microsoft Fabric - Inspecting 28 Million row dataset.
- πΊ Microsoft Fabric: Lakehouse and Medallion Architecture.
- πΊ Microsoft Fabric Briefing - after 6 months of use on the private preview.
- πΊ A 10 minute Tour Around Microsoft Fabric
- π Measure your Org's Power BI Maturity
- π£ Azure Data Strategy Briefing
- πΊ How to define business requirements for a successful cloud data & analytics project
- π Flex Your DevSecOps Muscles With Bicep - FREE cheat sheet.
- π API Maturity Matrix - a spreadsheet to help you assess your organization's ability to build, test, deploy, manage and monetize an API Platform.
- π Azure Technology Selector - a flowchart which guides you through the process of choosing the best Azure service for your needs.
- π Cloud Comparison Poster - a free poster, comparing the three major cloud platforms - Azure, AWS & Google Cloud Platform. For more information, see the accompanying blog series.
- π Cloud Migration Process - a free poster, outlining our process for cloud adoption.
- π Cloud Adoption: Risk & Mitigations - The Swiss Cheese Model - a free poster from endjin & Hymans Robertson outlining the risk and mitigations of adopting public cloud.
Useful Links
- Azure Resource Inventory - Azure Resource Inventory - It's a Powerful tool to create EXCEL inventory from Azure Resources with low effort
- Azure Quick Review (azqr) - A command-line interface (CLI) tool specifically designed to analyze Azure resources and identify whether they comply with Azure's best practices and recommendations.
- AzSaveMoney - Clean-up and save money by identifying and marking unused Azure resources/groups as subject for deletion by tagging.
- Azure Cost CLI - CLI tool to perform cost analysis on your Azure subscription
- Azure Code Samples - Explore Microsoft's samples and discover the things you can build.
- Azure Resource Inventory - Azure Resource Inventory is a powerful script written in PowerShell to generate an Excel report of any Azure Environment you have read access
- Azure Quickstart Templates - Learn how to deploy to Azure using ARM Templates. Over 850 examples in this repo.
- Azure CNAB Quickstarts Library - You can deploy to the Cloud, on Prem and on the Edge using CNAB & Porter. This library provides a number of quickstart templates to help you get started, fast!
- Power BI Weekly - Interested in Power BI? Sign up to our sister newsletter Power BI Weekly to receive all the week's Power BI news.
- Azure Resources - A fantastic collection of resources contained in this repo. Issue a PR if you have resources to share. Managed by Azure MVP Gregor Suttie.
- Azure Charts - Azure Charts is a set of auto-rebuilt charts to keep you updated on Azure changes, news, stats. Public updates, RSS channels and web pages are used as data sources
- The Developerβs Guide to Microsoft Azure (2nd Edition) - ebook from Microsoft showcasing architectural approaches and common design patterns you face when building modern applications.
- Cyber Security Demystified - ebook from Microsoft describing how to keep your organisation safe.
- Azure Resource Center - Whitepapers, code samples, solution architectures
- Azure Architecture Center - guidance from the Patterns & Practices team covering API Design, API implementation, Autoscaling, Background jobs, CDN, Caching, Data partitioning, Monitoring and diagnostics, Retry, Scalability and availability.
- Design scalable and performant tables - a guide from the storage team.
- Azure Speed Test 2.0 - a simple web tool that measures the latency between you and Azure Datacenters to suggest which might be fastest for you location.
- Microsoft Azure Symbol/Icon Set - a set of Visio and PowerPoint shapes for use in architecture diagrams / presentations.
- Service Bus Explorer - a free and open source tool for managing and exploring Azure Service Bus(including Event Hubs).
- Microsoft cloud for IT architects illustrations - These cloud architecture posters give you information about Microsoft cloud services, including Microsoft 365, Azure Active Directory (Azure AD), Microsoft Intune, Microsoft Dynamics 365, and hybrid on-premises and cloud solutions.
- Whitepapers for Power BI - numerous whitepapers ranging various Power BI topics
- Farmer - This is a DSL for ARM template creation - "Making repeatable Azure deployments easy"!
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