Author : All posts by ilikesql

27

Jan

Six things to consider when using Video Indexer at scale

Your large archive of videos to index is ever-expanding, thus you have been evaluating Microsoft Video Indexer and decided that you want to take your relationship with it to the next level by scaling up.
In general, scaling shouldn’t be difficult, but when you first face such process you might not be sure what is the best way to do it. Questions like “are there any technological constraints I need to take into account?”, “Is there a smart and efficient way of doing it?”, and “can I prevent spending excess money in the process?” can cross your mind. So, here are six best practices of how to use Video Indexer at scale.

1. When uploading videos, prefer URL over sending the file as a byte array

Video Indexer does give you the choice to upload videos from URL or directly by sending the file as a byte array, but remember that the latter comes with some constraints.

First, it has file size limitations. The size of the byte array file is limited to 2 GB compared to the 30 GB upload size limitation while using URL.

Second and more importantly for your scaling, sending files using multi-part means high dependency

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27

Jan

Fueling intelligent energy with IoT

At Microsoft, building a future that we can all thrive in is at the center of everything we do. On January 16, as part of the announcement that Microsoft will be carbon negative by 2030, we discussed how advances in human prosperity, as measured by GDP growth, are inextricably tied to the use of energy. Microsoft has committed to deploy $1 billion into a new climate innovation fund to accelerate the development of carbon reduction and removal technologies that will help us and the world become carbon negative. The Azure IoT team continues to invest in the platforms and tools that enable solution builders to deliver new energy solutions, customers to empower their workforce, optimize digital operations and build smart, connected, cities, vehicles, and buildings.

Earlier, Microsoft committed $50 Million through Microsoft AI for Earth that provides technology, resources, and expertise into the hands of those working to solve our most complex global environmental challenges. Challenges like helping customers around the world meet their energy and sustainability commitments. Our partnership with Vattenfall illustrates how we will power new Swedish datacenter locations with renewable energy and our partnership with E.ON who manages low-voltage distribution grids is challenging the limits of traditional

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22

Jan

MSC Mediterranean Shipping Company on Azure Site Recovery, “ASR worked like magic”

Today’s Q&A post covers an interview between Siddharth Deekshit, Program Manager, Microsoft Azure Site Recovery engineering and Quentin Drion, IT Director of Infrastructure and Operations, MSC. MSC is a global shipping and logistics business, our conversation focused on their organization’s journey with Azure Site Recovery (ASR). To learn more about achieving resilience in Azure, refer to this whitepaper.

I wanted to start by understanding the transformation journey that MSC is going through, including consolidating on Azure. Can you talk about how Azure is helping you run your business today?

We are a shipping line, so we move containers worldwide. Over the years, we have developed our own software to manage our core business. We have a different set of software for small, medium, and large entities, which were running on-premises. That meant we had to maintain a lot of on-premises resources to support all these business applications. A decision was taken a few years ago to consolidate all these business workloads inside Azure regardless of the size of the entity. When we are migrating, we turn off what we have on-premises and then start using software hosted in Azure and provide it as a service for our subsidiaries. This new

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22

Jan

https://azure.microsoft.com/blog/mediterranean-shipping-company-on-azure-site-recovery/Today’s Q&A post covers an interview between Siddharth Deekshit, Program Manager, Microsoft Azure Site Recovery engineering and Quentin Drion, IT Director of Infrastructure and Operations, MSC. MSC is a global shipping and logistics business, our conversation focused on their organization’s READ MORE

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22

Jan

MSC Mediterranean Shipping Company on Azure Site Recovery

Today’s Q&A post covers an interview between Siddharth Deekshit, Program Manager, Microsoft Azure Site Recovery engineering and Quentin Drion, IT Director of Infrastructure and Operations, MSC. MSC is a global shipping and logistics business, our conversation focused on their organization’s journey with Azure Site Recovery (ASR). To learn more about achieving resilience in Azure, refer to this whitepaper.

I wanted to start by understanding the transformation journey that MSC is going through, including consolidating on Azure. Can you talk about how Azure is helping you run your business today?

We are a shipping line, so we move containers worldwide. Over the years, we have developed our own software to manage our core business. We have a different set of software for small, medium, and large entities, which were running on-premises. That meant we had to maintain a lot of on-premises resources to support all these business applications. A decision was taken a few years ago to consolidate all these business workloads inside Azure regardless of the size of the entity. When we are migrating, we turn off what we have on-premises and then start using software hosted in Azure and provide it as a service for our subsidiaries. This new

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21

Jan

MLOps—the path to building a competitive edge
MLOps—the path to building a competitive edge

Enterprises today are transforming their businesses using Machine Learning (ML) to develop a lasting competitive advantage. From healthcare to transportation, supply chain to risk management, machine learning is becoming pervasive across industries, disrupting markets and reshaping business models.

Organizations need the technology and tools required to build and deploy successful Machine Learning models and operate in an agile way. MLOps is the key to making machine learning projects successful at scale. What is MLOps ? It is the practice of collaboration between data science and IT teams designed to accelerate the entire machine lifecycle across model development, deployment, monitoring, and more. Microsoft Azure Machine Learning enables companies to fully embrace MLOps practices will and truly be able to realize the potential of AI in their business.

One great example of a customer transforming their business with Machine Learning and MLOps is TransLink. They support Metro Vancouver’s transportation network, serving 400 million total boarding’s from residents and visitors as of 2018. With an extensive bus system spanning 1,800 sq. kilometers, TransLink customers depend heavily on accurate bus departure times to plan their journeys.

To enhance customer experience, TransLink deployed 18,000 different sets of Machine Learning models to better predict bus departure

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16

Jan

Azure Data Explorer and Stream Analytics for anomaly detection

https://azure.microsoft.com/blog/azure-data-explorer-and-stream-analytics-for-anomaly-detection/Anomaly detection plays a vital role in many industries across the globe, such as fraud detection for the financial industry, health monitoring in hospitals, fault detection and operating environment monitoring in the manufacturing, oil and gas, utility, transportation, aviation, and READ MORE

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16

Jan

https://azure.microsoft.com/blog/microsoft-sustainability-calculator-helps-enterprises-analyze-the-carbon-emissions-of-their-it-infrastructure/ For more than a decade, Microsoft has been investing to reduce environmental impact while supporting the digital transformation of organizations around the world through cloud services. We strive to be transparent with our commitments, evidenced by our announcement that READ MORE

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16

Jan

Creating a more accessible world with Azure AI

https://azure.microsoft.com/blog/creating-a-more-accessible-world-with-azure-ai/At Microsoft, we are inspired by how artificial intelligence is transforming organizations of all sizes, empowering them to reimagine what’s possible. AI has immense potential to unlock solutions to some of society’s most pressing challenges. One challenge is that according READ MORE

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15

Jan

New Azure blueprint for CIS Benchmark
New Azure blueprint for CIS Benchmark

We’ve released our newest Azure blueprint that maps to another key industry-standard, the Center for Internet Security (CIS) Microsoft Azure Foundations Benchmark. This follows the recent announcement of our Azure blueprint for FedRAMP moderate and adds to the growing list of Azure blueprints for regulatory compliance, which now includes ISO 27001, NIST SP 800-53, PCI-DSS, UK OFFICIAL, UK NHS, and IRS 1075.

Azure Blueprints is a free service that enables cloud architects and central information technology groups to define a set of Azure resources that implements and adheres to an organization’s standards, patterns, and requirements. Azure Blueprints makes it possible for development teams to rapidly build and stand up new trusted environments within organizational compliance requirements. Customers can apply the new CIS Microsoft Azure Foundations Benchmark blueprint to new subscriptions as well as existing environments.

CIS benchmarks are configuration baselines and best practices for securely configuring a system developed by CIS, a nonprofit entity whose mission is to ”identify, develop, validate, promote, and sustain best practice solutions for cyber defense.” A global community collaborates in a consensus-based process to develop these internationally recognized security standards for defending IT systems and data against cyberattacks. Used by thousands of businesses, they offer

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