InfoQ Homepage Cloud Computing Content on InfoQ
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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.
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Google Introduces Zero-ETL Approach to Analytics on Bigtable Data Using BigQuery
Recently, Google announced the general availability of Bigtable federated queries, with BigQuery allowing customers to query data residing in Bigtable via BigQuery faster. Moreover, the querying is without moving or copying the data in all Google Cloud regions with increased federated query concurrency limits, closing the longstanding gap between operational data and analytics.
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AWS Announced Tiered Pricing for Its Serverless Offering Lambda
Recently, AWS announced tiered pricing for Lambda, a serverless, event-driven compute service allowing developers to run their code for virtually any application or backend service without provisioning or managing servers. With tiered pricing, monthly costs for running large workloads on Lambda can be reduced.
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Developing and Evolving SaaS Infrastructures for Enterprises
SaaS companies that are focused on the enterprise market need to evolve their infrastructure to meet the security, reliability, and other IT requirements of their customers. IT admins and large customers are two important sources of requirements to drive development.
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CNCF Publishes the Kubernetes Policy Management Whitepaper
The CNCF recently published a new whitepaper about Kubernetes Policy Management. The whitepaper highlights the importance of Kubernetes policy management when it comes to the security and automation of clusters as well as workloads. Also, it goes in-depth into the problems Kubernetes policies solve and the proper implementation of such policies.