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.NET News Roundup - Week of March 15th, 2021
It's been a busy week for the .NET community, with the release of the new Azure SDK, multiple Akka.NET plugins, and the streaming of Include 2021, a digital event host by Microsoft focused on diversity and inclusion. InfoQ examined these and a number of smaller stories in the .NET ecosystem from the week of March 15th, 2021.
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Amazon Redshift Data Sharing Now Generally Available
Amazon has recently announced the general availability of the Amazon Redshift Data Sharing functionality to share live data across Amazon Redshift clusters. This allows the use of a single data warehouse cluster for multi-cluster deployments and sharing data instantly without the need to copy or move them.
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Amazon Redshift Cross-Database Queries and Data Sharing Are Now GA
Users of Amazon Redshift can now run cross-database queries and share data across Redshift clusters as AWS released these enhancements to general availability.
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Using Machine Learning in Testing and Maintenance
With machine learning, we can reduce maintenance efforts and improve the quality of products. It can be used in various stages of the software testing life-cycle, including bug management, which is an important part of the chain. We can analyze large amounts of data for classifying, triaging, and prioritizing bugs in a more efficient way by means of machine learning algorithms.
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Stanford Publishes AI Index 2021 Annual Report
Stanford University’s Institute for Human-Centered Artificial Intelligence (HAI) has published its AI Index annual report. This underlying data for this year's report has been expanded compared to the previous year's, and the report includes several perspectives on the COVID-19 pandemic's impact on AI research and development.
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DataStax Announces Astra Serverless Database-as-a-Service
DataStax , the company behind the Cassandra database, announced last week the general availability of Astra serverless, the open, multi-cloud serverless database-as-a-service (DBaaS).
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Amazon Lookout for Vision Now Generally Available
Amazon has recently announced the general availability of Amazon Lookout for Vision, an anomaly detection product that uses machine learning to process images to spot process defects and anomalies in manufactured products.
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Microsoft Announces a Hologram-Based Mixed-Reality Communication Platform Called Microsoft Mesh
During the recent virtual Ignite conference, Microsoft announced Microsoft Mesh, an Azure-based cloud platform allowing developers to build immersive, multi-user, cross-platform mixed reality apps. Customers can leverage Mesh to enhance virtual meetings, conduct virtual design sessions, assist remote work better, learn together virtually, and host virtual social gatherings and meet-ups.
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Google Open-Sources AutoML Algorithm Model Search
A team from Google Research has open-sourced Model Search, an automated machine learning (AutoML) platform for designing deep-learning models. Experimental results show that the system produces models that outperform the best human-designed models, with fewer training iterations and model parameters.
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.NET News Roundup - Week of Mar 1st, 2021
InfoQ examines a number of smaller stories in the .NET ecosystem from the week of March 1st, 2021.
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Azure Arc-Enabled Machine Learning Is Now in Preview
Azure Arc is Microsoft's offering for allowing customers to bring Azure services and management to any infrastructure, including AWS and Google Cloud. This year, during the virtual Ignite conference, the company announced the preview of Azure Arc-enabled machine learning, which extends Azure machine learning capabilities to hybrid and multi-cloud environments.
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NumPy 1.20 Released with Runtime SIMD Support and Type Annotations
NumPy 1.20 was recently released with new features focusing on performance and documentation. Developers can now use type annotations for NumPy functions. A wider use of SIMD (Single Instruction, Multiple Data) instructions increases the execution speed of universal functions (ufunc). NumPy’s documentation additionally sees significant improvements.
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Software Delivery Practices Evolve Fast, So Should Your Learning: Attend QCon Plus This May 17-28
QCon Plus, the virtual software development conference, will focus this May 17-28 on emerging software trends and innovations, giving attendees the opportunity to connect with software experts from innovator and early adopter companies.
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TensorFlow 3D: Deep Learning for Autonomous Cars’ 3D Perception
Google has released TensorFlow 3D, a library that adds 3D deep-learning capabilities to the TensorFlow machine-learning framework. The new library brings tools and resources that allow researchers to develop and deploy 3D scene understanding models.
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Facebook Open-Sources AI Model to Predict COVID-19 Patient Outcomes
A team from Facebook AI Research (FAIR) and New York University (NYU) School of Medicine has developed deep-learning models that use chest X-rays to predict COVID-19 patient prognosis. In a comparison study, the models outperformed human radiologists, and could be used to help hospitals predict the demand for supplemental oxygen or intensive care.