Neuer digitaler Kurs auf Coursera hilft AWS-Lernern bei den ersten Schritten mit GluonCV

AWS Training and Certification hat AWS Computer Vision: Getting Started with GluonCV veröffentlicht. Dabei handelt es sich um einen digitalen Kurs im Selbststudium, der exklusiv auf Coursera angeboten wird. Videovorlesungen und -demonstrationen vermitteln Ihnen die Grundkenntnisse zu Computer Vision (CV) auf AWS und Fertigkeiten zum Entwickeln und Trainieren von CV-Modellen mit Apache MXNet und GluonCV.
Quelle: aws.amazon.com

Big data, big world: new NOAA datasets available on Google Cloud

Our natural world is full of wonders, and full of data about those wonders. The U.S. National Oceanic and Atmospheric Administration (NOAA) documents the world and its changes by gathering and distributing scientific data. Its goal is to keep citizens informed about what’s going on in the world around them—from the ocean to the sun. Their mission includes understanding and predicting changes in climate, weather, oceans, and coasts, and conserving and managing coastal and marine ecosystems and resources. We’re pleased to continue our partnership and expand our collaboration with NOAA to share its valuable data. A vast trove of NOAA’s environmental data is now available on Google Cloud as part of the Google Cloud Public Datasets Program and NOAA’s Big Data Project, opening up possibilities for scientific and economic advances. We are thrilled to make this valuable data available for your exploration. Google Cloud will host 5 PB of this data across our products, including BigQuery, Cloud Storage, Google Earth Engine, and Kaggle. The stored data is available at no cost, though usual charges may still apply (processing, egress of user-owned data, for example).The agency is providing public access to its environmental datasets in the cloud in accordance with its open data policies. NOAA generates tens of terabytes of data every day from satellites, radars, ships, weather models, and other sources. All that data is directly available to the public, but its availability on public cloud platforms makes the data a lot easier to explore and avoids the costs and risks involved with federal data access services.NOAA’s data holds plenty of possibilities. “The NOAA Big Data Project is focused on improving the accessibility of data while also maintaining a fair and level playing field for everyone—with free, full, and open access to the original NOAA data,” says Ed Kearns, Ph.D., acting chief data officer at the Department of Commerce, the parent organization of NOAA. “This approach will help spur new lines of business and economic growth while making NOAA’s data more easily accessible to the American public.” What will you discover?You can explore lots of fascinating datasets without leaving your computer, including real-time satellite imagery, more than 20 years’ worth of the National Water Model, historic storm event data, aggregated lighting strike data, precipitation data back to the 1700s, and data on shipping patterns dating back to the 1600s. Some of the potential use cases for these datasets include:Earlier detection of wildfiresRetail sales forecastingLogistics planning (fleet management)Automated marine mammal species identificationSolar forecastingReal-time and near real-time disaster information servicesDisaster response preparednessAvian migration analysisImpacts of weather-related events on deliveriesMaking these datasets available means there are now lots of new avenues for finding and solving environmental impact issues. “Technology is transforming how we understand our ever-changing world,” said Kate Brandt, Google Sustainability Officer. “Through the NOAA Big Data Project, Google Cloud can help researchers, innovators, and organizations analyze data to tackle a range of environmental challenges—regardless of their size or computing power.”The sky’s the limit for analyzing NOAA’s datasets and adding in other data to find interesting and useful results. To spark your imagination, check out how a team at Google used NOAA data to identify humpback whale calls.Happy exploring on your data travels! And learn more about how weather and climate data can support your analysis on our weather and climate page.
Quelle: Google Cloud Platform

Azure Lighthouse: The managed service provider perspective

This blog post was co-authored by Nikhil Jethava, Senior Program Manager, Azure Lighthouse.

Azure Lighthouse became generally available in July this year and we have seen a tremendous response from Azure managed service provider communities who are excited about the scale and precision of management that the Azure platform now enables with cross tenant management. Similarly, customers are empowered with architecting precise and just enough access levels to service providers for their Azure environments. Both customers and partners can decide on the precise scope of the projection.

Azure Lighthouse enables partners to manage multiple customer tenants from within a single control plane, which is their environment. This enables consistent application of management and automation across hundreds of customers and monitoring and analytics to a degree that was unavailable before. The capability works across Azure services (that are Azure Resource Manager enabled) and across licensing motion. Context switching is a thing of the past now.

In this article, we will answer some of the most commonly asked questions:

How can MSPs perform daily administration tasks across different customers in their Azure tenant from a single control plane?
How can MSPs secure their intellectual property in the form of code?

Let us deep dive into a few scenarios from the perspective of a managed service provider.

Azure Automation

Your intellectual property is only yours. Service providers, using Azure delegated resource management, are no longer required to create Microsoft Azure Automation runbooks under customers’ subscription or keep their IP in the form of runbooks in someone else’s subscription. Using this functionality, Automation runbooks can now be stored in a service provider's subscription while the effect of the runbooks will be reflected on the customer's subscription. All you need to do is ensure the Automation account's service principal has the required delegated built-in role-based access control (RBAC) role to perform the Automation tasks. Service providers can create Azure Monitor action groups in customer's subscriptions that trigger Azure Automation runbooks residing in a service provider's subscription.
   

Azure Monitor alerts

Azure Lighthouse allows you to monitor the alerts across different tenants under the same roof. Why go through the hassle of storing the logs ingested by different customer's resources in a centralized log analytics workspace? This helps your customers stay compliant by allowing them to keep their application logs under their own subscription while empowering you to have a helicopter view of all customers.

Azure Resource Graph Explorer

With Azure delegated resource management, you can query Azure resources from Azure Resource Graph Explorer across tenants. Imagine a scenario where your boss has asked you for a CSV file that would list the existing Azure Virtual Machines across all the customers’ tenants. The results of the Azure Resource Graph Explorer query now include the tenant ID, which makes it easier for you to identify which Virtual Machine belongs to which customer.

 

 
 

Azure Security Center

Azure Lighthouse provides you with cross-tenant visibility of your current security state. You can now monitor compliance to security policies, take actions on security recommendations, monitor the secure score, detect threats, execute file integrity monitoring (FIM), and more, across the tenants.

   

Azure Virtual Machines

Service providers can perform post-deployment tasks on different Azure Virtual Machines from different customer's tenants using Azure Virtual Machine extensions, Azure Virtual Machine Serial Console, run PowerShell commands using Run command option, and more in the Azure Portal. Most administrative tasks on Azure Virtual Machines across the tenants can now be performed quickly since the dependency on taking remote desktop protocol (RDP) access to the Virtual Machines lessens. This also solves a big challenge since admins now do not require to log on to different Azure Subscriptions in multiple browser tabs just to get to the Virtual Machine’s resource menu.

Managing user access

Using Azure delegated resource management, MSPs no longer need to create administrator accounts (including contributor, security administrator, backup administrator, and more) in their customer tenants. This allows them to manage the lifecycle of delegated administrators right within their own Microsoft Azure Active Directory (AD) tenant. Moreover, MSPs can add user accounts to the user group in their Azure Active Directory (AD) tenant, while customers make sure those groups have the required access to manage their resources. To revoke access when an employee leaves the MSP’s organization, it can simply be removed from the specific group the access has been delegated to.

Added advantages for Cloud Solution Providers

Cloud Solution Providers (CSPs) can now save on administration time. Once you’ve set up the Azure delegated resource management for your users, there is absolutely no need for them to log in to the Partner Center (found by accessing Customers, Contoso, and finally All Resources) to administer customers’ Azure resources.

Also, Azure delegated resource management happens outside the boundaries of the Partner Center portal. Instead, the delegated user access is managed directly under Azure Active Directory. This means subscription and resource administrators in Cloud Solution Providers are no longer required to have the 'admin agent' role in the Partner Center. Therefore, Cloud Solutions Providers can now decide which users in their Azure Active Directory tenant will have access to which customer and to what extent.

More information

This is not all. There is a full feature list available for supported services and scenarios in Azure Lighthouse documentation. Check out Azure Chief Technology Officer Mark Russinovich’s blog for a deep under-the-hood view.

So, what are you waiting for? Get started with Azure Lighthouse today.
Quelle: Azure

Amazon Connect ist jetzt in der AWS-Region Europa (London) verfügbar

Amazon Connect ist nun in der AWS-Region Europa (London) verfügbar, was die Anzahl an AWS-Regionen, in denen Amazon Connect verfügbar ist, auf sechs erhöht. Die Erweiterung auf neue AWS-Regionen gibt Ihnen mehr Optionen an die Hand, die anderen von Ihnen genutzten AWS-Services in Ihrem Amazon Connect-Cloud-Contact-Center bereitzustellen. Sie können jetzt gebührenfreie und Durchwahlnummern (Direct Inward Dial, DID) aus zwölf neuen Ländern anfordern.
Quelle: aws.amazon.com

Amazon Kinesis Data Analytics unterstützt jetzt Apache Flink 1.8

Sie können jetzt Streaming-Anwendungen mit Apache Flink 1.8 in Amazon Kinesis Data Analytics erstellen und ausführen. Zu den Funktionen von Apache Flink 1.8 gehören genau einmalige Connectors für Amazon S3 und Apache Kafka, Verbesserungen des Amazon Kinesis Data Streams-Connectors, ein neuer Amazon DynamoDB-Streams-Connector, acht neue SQL-Funktionen, SQL-Mustererkennung, Verbesserungen der Wiederherstellungsgeschwindigkeit und der Speichernutzung und vieles mehr .  
Quelle: aws.amazon.com

Connecting Microsoft Azure and Oracle Cloud in the UK and Canada

In June 2019, Microsoft announced a cloud interoperability collaboration with Oracle that will enable our customers to migrate and run enterprise workloads across Microsoft Azure and Oracle Cloud.

At Oracle OpenWorld in September, the cross-cloud collaboration was a big part of the conversation. Since then, we have fielded interest from mutual customers who want to accelerate their cloud adoption across both Microsoft Azure and Oracle Cloud. Customers are interested in running their Oracle database and enterprise applications on Azure and in the scenarios enabled by the industry’s first cross-cloud interconnect implementation between Azure and Oracle Cloud Infrastructure. Many are also excited about our announcement to integrate Microsoft Teams with Oracle Cloud Applications. We have already enabled the integration of Azure Active Directory with Oracle Cloud Applications and continue to break new ground while engaging with customers and partners.

Interest from the partner community

Partners like Accenture are very supportive of the collaboration between Microsoft Azure and Oracle Cloud. Accenture recently published a white paper, articulating their own perspective and hands-on experiences while configuring the connectivity between Microsoft Azure and Oracle Cloud Infrastructure.

Another Microsoft and Oracle partner who expressed interest early on is SYSCO. SYSCO is a European IT-company specializing in solutions for the utilities sector. They offer unique industry expertise combined with highly skilled technology experts within AI and analytics, cloud, infrastructure, and applications. SYSCO is a Microsoft Gold Cloud Platform partner and a Platinum Oracle partner.

In August 2019, we introduced the ability to interconnect Microsoft Azure (UK South) and Oracle Cloud Infrastructure in London, UK providing our joint customers access to a direct, low-latency, and highly reliable network connection between Azure and Oracle Cloud Infrastructure. Prior to that, for partners like SYSCO, the ability to leverage this new collaboration between Microsoft Azure and Oracle Cloud was out of reach.

“The Microsoft Azure and Oracle Cloud Interconnect announcement is one of the best announcements in years for our customers! A direct link provides the Microsoft / Oracle cloud interconnect with a new option for all customers using proprietary business applications. With our expertise across both Microsoft and Oracle, we are thrilled to be one of the first partners to pilot this together with our customers in the utilities industry in Norway.”–Frank Vikingstad VP International – SYSCO

Azure and Oracle Cloud Infrastructure interconnect in Toronto, Canada

Today we are announcing that we have extended the Microsoft Azure and Oracle Cloud Infrastructure interconnect to include the Azure Canada Central region and Oracle Cloud Infrastructure region in Toronto, Canada.

“This unique Azure and Oracle Cloud Infrastructure solution delivers the performance, easy integration, rigorous service level agreements, and collaborative enterprise support that enterprise IT departments need to simplify their operations. We’ve been pleased by the demand for the interconnected cloud solution by our mutual customers around the world and are thrilled to extend these capabilities to our Canadian customers.” –Clive D’Souza, Sr. Director & Head of Product Management, Oracle Cloud Infrastructure

What this means for you

In addition to being able to run certified Oracle databases and applications on Azure, you now have access to new migration and deployment scenarios enabled by the interconnect. For example, you can rely on tested, validated, and supported deployments of Oracle applications on Azure with Oracle databases, Real Application Clusters (RAC) and Exadata, deployed in Oracle Cloud Infrastructure. You can also run custom applications on Azure backed by Oracle’s Autonomous Database on Oracle Cloud Infrastructure.

To learn more about the collaboration between Oracle and Microsoft and how you can run Oracle applications on Azure please refer to our website.
Quelle: Azure