☁️ Azure Weekly #447 - 3rd December 2023
Azure Weekly Newsletter Issue #447
powered by endjin
Welcome to issue 447 of Azure Weekly. Let's start this week with AI; ML.NET 3.0 Boosts Deep Learning, Data Processing for .NET-Based AI Apps, there's also a nice Getting started with Azure AI Studio, and a feature I'm quite interested in trying - Write Your Git Commits with GitHub Copilot (hopefully it can deliver something more meaninful than "tweak", "change", "tweak" which too many of my commit messages seem to be).
In the data and analytics space: Semantic Link: OneLake integrated Semantic Models and Microsoft Fabric real-time analytics exploration:KQL Database mirroring and What are Kusto Query
Language KQL databases in Microsoft Fabric?.
In Cloud Native Apps, a particularly good article - Getting Hands-On with Azure Functions: A Deep Dive and Secure access to your Azure App Services/Function Apps/Logic Apps using Azure AD OAuth and API.
I mentioned this topic earlier in the year, but code = energy = money = carbon. Creating highly efficient code, can have a huge positive impact on your infrastructure, your budget, and the environment. Several years ago we worked on a data and analytics project that needed to inject large amounts of real time data - marine shipping vessel locations from the entire planet. The initial implementation used a popular Python package (a wrapper over a C++ library) and that could process 50,000 AIS (Automatic Identification System) messages per second, and needed a 45 node cluster in order to ingest the data volume. We hypothesised that we could do a much better job, and re-implemented the AIS specification using C# / .NET Core 2.0 and achieved 2.6 million messages / sec / core, and allowed us to move the entire data ingestion process into a single Azure Function and reduced the ingestion lag
from hours to near real time. With ever subsequent release of .NET we have seen significant performance improvements (with no additional code changes); and with .NET 8.0 was no exception; we've seen AIS.NET performance boosted by 27% which means we can now process 4.75 million messages / sec / core. Python may well be the most popular language for data science / engineering workloads, but for computationally intensive workloads, .NET is a great choice (and in my opinion needs better support in Spark & ML training environments like Microsoft Fabric).
If you have any content you'd like to contribute to the newsletter, please tweet @AzureWeekly or ping an email to AzureWeekly@endjin.com.
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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
- On Visual Studio Magazine, David Ramel (@dramel) describes ML.NET 3.0 Boosts Deep Learning, Data Processing for .NET-Based AI Apps
- On the Azure Medium blog, Valentina Alto covers Getting started with Azure AI Studio
- Geert Baeke (@GeertBaeke) discusses Using Integrated Vectorization in Azure AI Search
- On the Redmond magazine site, Kurt Mackie (@kurmac) covers Microsoft Aims To Deliver 'Confidential AI' in Partnership with Nvidia
- Brian Stoner talks about Copilot in Microsoft 365 β Support Tips
- Adi Shachar blogs about Azure AI Health Insights: New built-in models for patient-friendlyreports and radiology insights
- Glaucia Lemos (@glaucia_lemos86) provides A Practical Guide for Beginners: Azure OpenAI with JavaScript and TypeScript Part 02 and Part 03
- Jen Sheerin explains how to Integrate private access to your Azure Open AI Chatbot
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
- Henry Shi covers Public Preview: Microsoft Fabric Items in Microsoft Purview
- On the Azure blog, Michael Flanakin talks about Democratizing FinOps: Transform your practice with FOCUS and Microsoft Fabric
- Markus Cozowic writes about Semantic Link: OneLake integrated Semantic Models
- On Microsoft Fabric Blog, Pawel Potasinski (@pawelpotasinski) blogs about Microsoft Fabric MVP Corner β Special Edition Ignite
- Sander van de Velde covers Microsoft Fabric real-time analytics exploration:KQL Database mirroring
- Greg Beaumont writes Try Microsoft Fabric with a Git Repo using CMS Healthcare Data
- Kevin Chant writes about Spreading your SQL Server wings with Microsoft Fabric Data Warehouses
- Kevin Chant describes Services that I recommend when working with Microsoft Fabric
- Ulrich Christ explains how to Integrate your SAP data into Microsoft Fabric
- Koen Verbeeck (@Ko_Ver) asks What are Kusto Query Language KQL databases in Microsoft Fabric?
- Anil Kota describes How to handle Large Objects LOB migration from Db2, Oracle to Azure SQL & Datalake - Part 2
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
- Charbel Nemnom (@charbelnemnom) blogs about Getting Hands-On with Azure Functions: A Deep Dive
- On the endjin blog, Ian Griffiths (@idg10) highlights How .NET 8.0 boosted AIS.NET performance by 27%
Containers
Covering: Azure Kubernetes Service (AKS), Azure Red Hat OpenShift, CNAB, CNCF, Container Instances, Container Registry, Porter, WSL, Web App for Containers
- Feynman Zhou (@FeynmanZhou) blogs about Enriching Container Supply Chains with ORAS
- On Dapr Blog, The Dapr Steering and Technical Committee announce Dapr Steering and Technical Committee 2023 Elections Results
- On Diagrid Blog, Alice Gibbons talks about Diagrid Conductor on the Azure Marketplace
- Thomas Thornton (@tamstar1234) blogs about GitHub Action seeing dockerfile but no additional files or folders in the same location
- On Code Project, Intel explains how to Build Secure Kubeflow Pipelines on Microsoft Azure
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
- Pieter Vanhove (@Pieter_Vanhove) blogs about SQL Server Management Studio improvements for Always Encrypted
- Varun Dhawan explains how to Enhance Monitoring with Azure Postgres Grafana Dashboard
- Lee Stott (@lee_stott) describes How to Write NoSQL Queries with Copilot for Azure Cosmos DB
- Sunitha Muthukrishna (@mksuni) blogs about Using DBeaver to connect to Azure Database for MySQL - Flexible Server and Manage an Azure Database for MySQL flexible server database with phpMyAdmin
- Jose M Jurado (@jmjuradodiaz) describes Lessons Learned: 454:Optimizing Connection Pooling for Application Workloads: Active Connections and 455:Optimizing Connection Pooling for Application Workloads: Exploring Login Rates
Developer Tools
Covering: App Configuration, Azure Lab Services, CLIs, Developer tool integrations, SDKs, Visual Studio, Visual Studio Code, Visual Studio Online
- On the Visual Studio blog, Jessie Houghton announces a new preview feature Git Commits with GitHub Copilot
- On the Microsoft Reactor show, Cynthia Zanoni (@cynthiazanoni), April Edwards (@TheAprilEdwards) and Abril Urena talk about Crafting Spells with GitHub Copilot
- On Visual Studio Magazine - Blogs, David Ramel (@dramel) highlights Copilot AI Takes Over Git Commits in Visual Studio 2022 and writes about Native Rust in Visual Studio Is Top Dev Request, but Progress Slow
- Allana Hudson describes Azure Resource Graph x Power BI is finally here
- On episode 273 of the Azure DevOps podcast, Jeffrey Palermo (@jeffreypalermo) and Maarten Balliauw (@maartenballiauw) talk about Developer Tools
- Steve Jones writes about Using the Import Extension in Azure Data Studio
DevOps
Covering: Azure Artifacts, Azure Boards, Azure DevOps, Azure Pipelines, Azure Repos, Azure Test Plans, Azure DevTest Labs, DevOps tool integrations
- On the Microsoft DevOps blog, Gloridel Morales describes Azure DevOps Server 2022.1 RTW now available
- Saloni Agrawal describes Unleashing Code-Level Improvements with Azure Load Testing and AI
- Asaf Nakash explains how to Simplifying Onboarding to Microsoft Defender for Cloud with Terraform
- Panu Oksala covers DevSecOps β Improve App Service Deployment Security with Microsoft Entra ID authentication
Hybrid + Multicloud
Covering: Azure Arc, Azure Stack
- Aurnov Chattopadhyay discusses The first Windows Server 2012/R2 ESU Patches are out Are you protected
- Jill Armour explains how to Update on Extended Security Updates: Availability in CSP via Azure Arc
- Sarah Lean (@TechieLass) walks through Troubleshooting Azure Arc for Servers
Identity
Covering: Azure Active Directory (AD), Azure Active Directory B2C, Azure Active Directory Domain Services
- Shobhit Sahay discusses Whats new in Microsoft Entra
- Dishan Francis writes Step-by-Step : Assign access packages automatically based on user properties in Microsoft Entra ID
- Michael Hildebrand covers The Twelve Days of Blog-mas: No.2 - Windows Web Sign in and Passwordless and The Twelve Days of Blog-mas: No.3 - Windows Local Admin Password Solution LAPS
Integration
Covering: Azure API for FHIR, Event Grid, Logic Apps, Service Bus
- Parikshit Gupta covers Logic Apps Data Mapper - Compiling and Testing Your Map
- Pascal Burume covers Revolutionizing Road Safety: Power Platform AI-Powered Vehicle Identification & Verification System
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
- No content this week
Learning
Covering: Microsoft Certifications, Azure Certifications, Microsoft Learning Paths, Certification Pathway Information
- On episode 214 of the Ctrl+Alt+Azure podTobias Zimmergren & Jussi Roine (@CtrlAltAzure) talk about Becoming certified as an Azure AI Engineer Associate with exam AI-102
- Carmen Forsmann provides a Skilling snack: Reduce bandwidth for Microsoft content delivery
- On episode 362 of the Microsoft Cloud IT Pro Podcast, Scott Hoag (@ciphertxt) and Ben Stegink (@benstegink) discuss The Flustration of Microsoft Ignite
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 writes about General Availability: Azure Automation supports PowerShell 7.2 runbooks, and Generally available: Azure Monitor OpenTelemetry-based Distro for ASP.NET Core Applications and Public Preview: Create and manage Azure Monitor managed Prometheus rules in Azure portal
- Jill Armour blogs about Updates to Azure partner-led offers: Azure Migrate and Modernize and Azure Innovate, covers Help partners elevate their business by driving demand for their solutions with new SMB campaigns., writes about New Cloud Solution Provider growth opportunities withmarketing campaigns and discusses Unlock sales opportunities with new easy-to-use SMB marketing campaigns
- Matthew McCleary covers Making Azure the Best Place to Observe Your Apps with OpenTelemetry
- Bert Jansen blogs about Azure ACS retirement in Microsoft 365
- Bert Jansen describes SharePoint Add-In retirement in Microsoft 365 and covers SharePoint Add-In retirement in Microsoft 365
- Pratima Sharma describes Start Your Cloud Adoption Journey with the New Azure Expert Assessment Offering
- Zach Rosenfield announces SharePoint Embedded Public Preview at ESPC23
- On the Microsoft Mechanics show, Derek Liddell talks about Real-Time Collaboration Microsoft Loop Updates for Admins
- Brad Wyatt blogs about Getting Started with the IntuneCLI, an Automated Intune Management Solution
Media
Covering: Azure Media Player, Content Protection, Encoding, Live and On-Demand Streaming, Media Analytics, Media Services, Video Indexer
- No content this week
Migration
Covering: Azure Database Migration Service, Azure Migrate, Data Box
- On the Redmond magazine site, Kurt Mackie (@kurmac) talks about Microsoft Previews Free Azure Expert Assessment for Cloud Migrations
Mobile
Covering: App Service (Mobile), Mobile apps, Notification Hubs, Visual Studio App Centre, Xamarin
- 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
- Gregor Suttie (@gregor_suttie) covers Azure Front Door and access restrictions
- Preston Romney delves into Connecting to Azure Services on the Microsoft Global Network
- Youna Hyun describes How to execute Code+Test when a private endpoint is enabled
Security
Covering: Azure DDoS Protection, Azure Information Protection, Azure Sentinel, Key Vault, Security Center
- Andy Jaw describes Microsoft Ignite Security, Compliance, and Identity Highlights
- Shirley Kochavi discusses Microsoft Sentinel: Public preview of Microsoft Defender for Cloud to Defender XDR integration
- Tal Berdah discusses Defender for cloud's Agentless secret scanning for virtual machines is now generally available
- Abdul Kadir Sheikh covers Azure Key Vault: Understanding and Recovering Deleted Secrets
- Arjun Trivedi blogs about Identifying Adversary-in-the-Middle AiTM Phishing Attacks through 3rd-Party Network Detection
- Michael Lindsey writes about Defender EASM - Performing a Successful Proof of Concept PoC
- Utsav Raghuvanshi discusses Using Azure Site Recovery & Microsoft Defender for Servers to securely failover to malware-free VMs
- On the Microsoft Mechanics show, Shilpa Ranganathan explains how to Protect your data estate with Microsoft Purview
- Lizet Pena covers Windows Events, how to collect them in Sentinel and which way is preferred to detect Incidents.
- Andrey Karpovsky writes about Effective novelty detection in cloud security domain
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
- The Azure Updates Team covers Public preview: Azure NetApp Files support for 1 TiB capacity pools and writes about General Availability: Azure NetApp Files support for 2 TiB capacity pools
- Matthew Mitrik talks about Store and manage medical imaging data with Azure Data Lake Storage preview
- Lavani Katepaga discusses Troubleshooting ClientOtherErrors on Azure Storage Account
- Paul Edwards covers Azure Managed Lustre with Automatic Synchronisation to Azure BLOB Storage
Web
Covering: API apps, API Management, App Service (Web), Azure Cognitive Search, Azure SignalR Service, Azure Spring Cloud, Web apps
- Ken Tao explains how to Extended Support for Spring Boot 2 Projects in Azure Spring Apps Enterprise
- On the Azure Medium blog, Ala Raddaoui describes how to Secure access to your Azure App Services/Function Apps/Logic Apps using Azure AD OAuth and API
Azure Virtual Desktop
Covering: Azure Virtual Desktop
- Jessie Duan writes about Personal Desktop Autoscale on Azure Virtual Desktop generally available
- On the Azure Developer Community Blog, Anthony Cangialosi writes about New capabilities help simplify and streamline the experience with Microsoft Dev Box
Thought Leadership from endjin
- 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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