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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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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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NTT Announces a Fully-Managed Edge and Private 5G Offering as a Service
During the VMWare Explore Event, the VMWare partner NTT, an IT Infrastructure company, announced a new Edge-as-a-Service (EaaS) service as the first globally available, fully-managed edge and private 5G offering.
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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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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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AWS Expands Amazon Detective for Kubernetes Workloads on Amazon EKS
Amazon Detective is a security service in AWS that allows customers to analyze, investigate, and quickly identify the root cause of potential security issues or suspicious activities. Recently, AWS announced the expansion of Amazon Detective towards Kubernetes workloads on Amazon’s Elastic Kubernetes Service.
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A New Service from the Microsoft and Oracle Partnership: Oracle Database Service for Microsoft Azure
Recently, Microsoft and Oracle announced the general availability (GA) of Oracle Database Service for Microsoft Azure, a new service that allows Microsoft Azure customers to provision, access, and monitor enterprise-grade Oracle Database services in Oracle Cloud Infrastructure (OCI).
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Microsoft Announces the General Availability of Its Gateway Load Balancer in All Regions
Gateway Load Balancer is a fully-managed service enabling enterprises to deploy, scale, and enhance the availability of third-party network virtual appliances (NVAs) in Azure. Microsoft recently announced the general availability of Gateway Load Balancer in all public regions, Azure China cloud regions, and Azure Government cloud regions.
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AWS Announces General Availability of its Cloud WAN for Centralized Workload Management
Recently AWS announced the general availability (GA) of its Cloud WAN solution allowing enterprises to set up and manage a complete WAN environment from a single cloud-based console.
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Google Cloud Launches New Sustainability Offerings for Climate Resiliency
At the recent Sustainability Summit, Google launched several new sustainability offerings to help public sector agencies and researchers to improve climate resilience. These offerings are Climate Insights for natural resources and Climate Insights for infrastructure.
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Microsoft Introduces a New Learning Resource with Azure Skills Navigator
Recently Microsoft introduced a new learning resource with Azure Skills Navigator designed for those who are new to Azure or would like to learn more. It is a guide intended to help readers develop a strong foundation on cloud technologies when exploring Azure.
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Microsoft Launches the Public Preview of NGINX for Azure as a SaaS Solution in Their Marketplace
Microsoft recently announced NGINX for Azure, a natively integrated software (SaaS) solution with advanced traffic management and monitoring. The service is available in preview on the Azure Marketplace.
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Microsoft Introduces "Dev Box" Service as a Cloud-Based IDE for Developers
During the recent Build conference, Microsoft announced Microsoft Dev Box. This new cloud service provides developers with secure, ready-to-code developer workstations for hybrid teams of any size. With the new service, the company aims to make life easier for developers to quickly access a preconfigured environment with all the tools and resources to write code.