Amazon SageMaker Inference Recommender, a capability within Amazon SageMaker, now offers new features. Firstly, users can access Inference Recommender directly from the AWS console for SageMaker, making it more convenient to use. Secondly, Inference Recommender provides recommendations on prospective instances to deploy a model during the model creation process. Users can view the recommended instance list programmatically using the DescribeModel API or through the SageMaker console UI. To optimize cost or performance, users can run benchmarking or load testing jobs with custom sample input payloads.
Amazon Elastic File System (Amazon EFS) has increased the maximum per file system throughput on Amazon EFS Provisioned Throughput mode by 3 times. This allows users to achieve up to 10 GiB/s of read throughput and 3 GiB/s of write throughput. The enhanced throughput benefits workloads such as machine learning, data processing, analytics, and transcoding that require consistent and high levels of throughput performance.
Amazon EC2 Dedicated Hosts now support targeted allocations in AWS Outposts racks. Users can allocate Dedicated Hosts to specific AWS Outpost hosts, enabling control over workload deployment location for low-latency goals or workload distribution across multiple Outposts racks for improved resiliency. This feature allows users to specify the AssetID associated with a physical server in an Outposts rack when allocating a new Dedicated Host, and multiple target AssetIDs can be specified for allocating more than one host.
AWS Security Hub now has enhanced management capabilities with AWS CloudFormation. Users can utilize CloudFormation to deploy Security Hub, manage its standards and controls, enable default standards like AWS Foundational Security Best Practices and CIS Foundations Benchmark, and opt into Consolidated Control Findings capability. The updated integration also allows users to enable specific security standards and manage individual controls within them using the AWS::SecurityHub::Standard resource. AWS CloudFormation StackSets can be employed to manage Security Hub across accounts and regions in a single action.
Amazon MQ now supports cross-region data replication for ActiveMQ brokers. This feature enables asynchronous message replication from a primary broker to a replica broker in a standby AWS region, facilitating the building of regionally resilient messaging applications. Cross-region data replication simplifies failover processes and ensures operational continuity in case of regional failures. Pricing for cross-region data replication includes replication charges, broker instance and storage charges, and data transfer charges between regions. This feature is available in multiple AWS regions.
These announcements introduce new capabilities and enhancements to Amazon SageMaker, Amazon EFS, Amazon EC2 Dedicated Hosts, AWS Security Hub, and Amazon MQ, empowering users with more efficient and flexible services for their various use cases.
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