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Near-Optimal Scaling of Large Deep Network Training on Public Cloud
A recently published study, MiCS, provides experimental evidence that the infrastructure used to carry out model training should be taken into account, especially for large deep neural networks trained on the public cloud. The article shows distributing the model weights unevenly between GPUs decreases inter-node communication overhead on AWS V100 and A100 instances.
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Azure Data Explorer Supports Native Ingestion from Amazon S3
Microsoft recently announced the ability to natively ingest data from Amazon S3 into Azure Data Explorer (ADX). The new feature simplifies multi-cloud data analytics deployments, bringing data from Amazon S3 to Azure, without relying on custom ETL pipelines.
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Cloud Providers Target Middle East: AWS Adds Region in the United Arab Emirates, Microsoft in Qatar
Amazon recently announced a new region in the United Arab Emirates, its second one in the Middle East. Microsoft just opened its first global datacenter region in Qatar where Google plans to open a new region too.
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Amazon Introduces Encrypted Communication Service AWS Wickr
A year after the acquisition of the company Wickr, Amazon recently announced the preview of the collaboration suite AWS Wickr. Built on a proprietary encryption protocol, the new managed service provides enterprises and government agencies with security and administrative controls to meet security and compliance requirements.
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Accelerated Multi-Account Auditing and Compliance in AWS with Steampipe, HCL and SQL
AWS recently examined the use of AWS Insights Mod, based on Steampipe, an open-source tool that defines over 650 queries and displays their results on 84 dashboards.
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AWS Announced New Feature Fine-Grained Visual Embedding for Amazon QuickSight
Recently, AWS announced a new feature, Fine-Grained Visual Embedding, for its cloud-scale business intelligence (BI) service Amazon QuickSight allowing customers to embed individual visualizations from Amazon QuickSight dashboards in high-traffic webpages and applications.
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AWS Deep Graph Knowledge Embedding for Bond Trading Predictions
AWS developed the Deep Graph Knowledge Embedding Library (DGL-KE), a knowledge graph embedding library built on the Deep Graph Library (DGL). DGL is a scalable, high performance Python library for deep learning in graphs. This library is used by the advanced machine learning systems developed with Trumid to build a credit trading platform.
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Amazon CloudFront Supports HTTP/3
AWS recently announced that CloudFront distributions support HTTP version 3 (HTTP/3) requests over QUIC. HTTP/3 is optional and provides faster response times and enhanced security over previous HTTP versions.
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Cloud Security Posture Management Now Available in Vulnerability Scanner Trivy
The open source vulnerability scanner Trivy has been recently extended to support cloud security posture management (CSPM) capabilities. While initially available only for AWS, Trivy will soon get support for other cloud providers, says Aqua Security.
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Trusted Advisor Priority Capability Now Available for Enterprise Support Customers
Recently, AWS announced the general availability of a new capability for their Trusted Advisor service with Trusted Advisor Priority, allowing Enterprise Support customers prioritized and context-driven recommendations manually curated by the AWS account team based on their knowledge of the customer’s environment and the machine-generated checks from AWS Services.
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AWSGoat Open-Source Project for Pen Testing AWS Cloud Solutions
AWSGoat is a vulnerable-by-design infrastructure on AWS, featuring the latest released OWASP Top 10 web application security risks (2021) and other misconfiguration based on services such as IAM, S3, API Gateway, Lambda, EC2, and ECS. It mimics real-world infrastructure with additional flaws and uses a black-box approach, including multiple escalation paths.
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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.