InfoQ Homepage Cloud Computing Content on InfoQ
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Amazon Announces New Capabilities on Local Environments for SageMaker Canvas and Pipelines
Amazon is announcing multiple capabilities for SageMaker, including expanded capabilities to better prepare and analyze data for machine learning, faster onboarding with automatic data import from local disk in SageMaker Canvas, and the testing of machine learning workflows in local environments for SageMaker Pipelines.
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Discover, Copy, and Share Common Code with the New AWS Serverless Snippets Collection
Recently, the AWS Serverless Developer Advocate team released the Serverless Snippets Collection. This new Serverless Land page makes it easier to find, copy, and share common code that can enhance productivity in serverless application development.
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AWS Brings Support for GitHub, Stripe, and Twilio Events to Amazon EventBridge
Amazon EventBridge is a serverless event bus that allows AWS services, Software-as-a-Service (SaaS), and custom applications to communicate with each other using events. The service now supports integrations with GitHub, Stripe, and Twilio via webhooks using Quicks Starts.
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AWS Private 5G Mobile Network Generally Available But without 5G Support
Amazon recently announced the general availability of AWS Private 5G, a managed service to set up and deploy private mobile networks. The current lack of 5G support, the minimum price of a radio unit and the availability only in the United States raised some concerns in the community.
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Amazon's AlexaTM 20B Model Outperforms GPT-3 on NLP Benchmarks
Researchers at Amazon Alexa AI have announced Alexa Teacher Models (AlexaTM 20B), a 20-billion-parameter sequence-to-sequence (seq2seq) language model that exhibits state-of-the-art performance on 1-shot and few-shot NLP tasks. AlexaTM 20B outperforms GPT-3 on SuperGLUE and SQuADv2 benchmarks while having fewer than 1/8 the number of parameters.
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Azure Optimized Stack with DeepSpeed for Hyperscale Model Training
Azure Machine Learning (AzureML) now provides an optimized stack that uses the latest NVIDIA GPU technology with Quantum InfiniBand to efficiently train and fine-tune large models like Megatron-Turing and GPT-3.
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Google Announces Three New Regions in Asia Pacific
Google has a global network of 34 regions and 103 availability zones, bringing its Cloud services to customers in over 200 countries and territories worldwide. Recently, the company announced that it would expand its presence to three new cloud regions in Malaysia, Thailand, and New Zealand.
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Dealing with Cognitive Load Using Observability
We can make good decisions with speed when we limit the cognitive load on any one person or team. Observability can help to increase delivery speed, by providing information to developers that helps them to make decisions quickly.
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New Microsoft Defender Products: Threat Intelligence and External Attack Surface Management
Microsoft recently announced two security products: Microsoft Defender Threat Intelligence and Microsoft Defender External Attack Surface Management. These new products are driven by their acquisition of RiskIQ just over a year ago.
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AWS Adds Coding Assistant CodeWhisperer to Lambda Console
AWS recently announced the preview of Amazon CodeWhisperer in the AWS Lambda console. Available as a native code suggestion feature in the code editor, the new functionality of the coding assistant can make code recommendations during Lambda function definition.
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New Features with the GA Release of Second-Generation Cloud Functions
Like other public cloud vendors, Google has a Function-as-a-Service (FaaS) offering with Cloud Functions – and recently announced the second generation's general availability (GA).
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Run Visual Studio Software on Amazon EC2 with User-Based License Model
AWS recently announced the general availability of license-included Visual Studio software on Amazon Elastic Cloud Compute (Amazon EC2) instances. Organizations can now pay a per-user subscription fee for fully compliant AWS-provided Visual Studio licenses.
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Amazon GuardDuty Introduces Malware Detection
At the recent re:Inforce security conference, AWS announced the availability of malware detection for Amazon GuardDuty. The new functionality of the managed threat detection service initiates a scan of the EBS volumes when it detects suspicious behavior indicative of malware on EC2 or containers.
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Microsoft’s New Azure Fluid Relay Service Now Generally Available
Recently, Microsoft announced its Azure Fluid Relay service's general availability (GA). This managed cloud offering enables web developers to use the Fluid Framework for building enterprise-grade collaborative applications.
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Amazon Comprehend Announces the Reduction of the Minimum Requirements for Entity Recognition
Amazon is announcing that they lowered the minimal requirements for training a recognizer with plain text CSV annotation files as a result of recent advances in the models powering Amazon Comprehend. Now, you just need three documents and 25 annotations for each entity type to create a unique entity recognition model.