Improve operational visibility for inference workloads on Amazon Bedrock with new CloudWatch metrics for TTFT and Estimated Quota Consumption
TutoSartup excerpt from this article:
While these metrics provide a strong operational foundation, they leave two important gaps: they don’t capture how quickly a streaming response begins (time-to-first-token), and they don’t reflect the effective quota consumed by a request after accounting for token burndown multipliers... Today, we’re announcing two new Amazon CloudWatch metrics for Amazon Bedrock, TimeToFirstToken and Est...
While these metrics provide a strong operational foundation, they leave two important gaps: they don’t capture how quickly a streaming response begins (time-to-first-token), and they don’t reflect the effective quota consumed by a request after accounting for token burndown multipliers... Today, we’re announcing two new Amazon CloudWatch metrics for Amazon Bedrock, TimeToFirstToken and Est...
Introducing account regional namespaces for Amazon S3 general purpose buckets
TutoSartup excerpt from this article:
Today, we’re announcing a new feature of Amazon Simple Storage Service (Amazon S3) you can use to create general purpose buckets in your own account regional namespace simplifying bucket creation and management as your data storage needs grow in size and scope... You can create general purpose bucket names across multiple AWS Regions with assurance that your desired bucket names will always be a...
Today, we’re announcing a new feature of Amazon Simple Storage Service (Amazon S3) you can use to create general purpose buckets in your own account regional namespace simplifying bucket creation and management as your data storage needs grow in size and scope... You can create general purpose bucket names across multiple AWS Regions with assurance that your desired bucket names will always be a...
Secure AI agents with Policy in Amazon Bedrock AgentCore
TutoSartup excerpt from this article:
Deploying AI agents safely in regulated industries is challenging... Without proper boundaries, agents that access sensitive data or execute transactions can pose significant security risks... Unlike traditional software, an AI agent chooses actions to achieve a goal by invoking tools, accessing data, and adapting its reasoning using data from its environment and users... This autonomy is precisel...
Deploying AI agents safely in regulated industries is challenging... Without proper boundaries, agents that access sensitive data or execute transactions can pose significant security risks... Unlike traditional software, an AI agent chooses actions to achieve a goal by invoking tools, accessing data, and adapting its reasoning using data from its environment and users... This autonomy is precisel...
How to manage the lifecycle of Amazon Machine Images using AMI Lineage for AWS
TutoSartup excerpt from this article:
As organizations scale their cloud infrastructure, maintaining proper lifecycle management of Amazon Machine Images (AMIs) is a critical component of their security and risk management goals... AMIs provide the essential information required to launch Amazon Elastic Compute Cloud (Amazon EC2) instances, however; they present security and compliance challenges if not tracked and managed thro...
As organizations scale their cloud infrastructure, maintaining proper lifecycle management of Amazon Machine Images (AMIs) is a critical component of their security and risk management goals... AMIs provide the essential information required to launch Amazon Elastic Compute Cloud (Amazon EC2) instances, however; they present security and compliance challenges if not tracked and managed thro...
Multimodal embeddings at scale: AI data lake for media and entertainment workloads
TutoSartup excerpt from this article:
This post shows you how to build a scalable multimodal video search system that enables natural language search across large video datasets using Amazon Nova models and Amazon OpenSearch Service... You will learn how to move beyond manual tagging and keyword-based searches to enable semantic search that captures the full richness of video content... We demonstrate this at scale by processing 792,...
This post shows you how to build a scalable multimodal video search system that enables natural language search across large video datasets using Amazon Nova models and Amazon OpenSearch Service... You will learn how to move beyond manual tagging and keyword-based searches to enable semantic search that captures the full richness of video content... We demonstrate this at scale by processing 792,...
Fine-tuning NVIDIA Nemotron Speech ASR on Amazon EC2 for domain adaptation
TutoSartup excerpt from this article:
While pre-trained models offer strong capabilities for general speech, fine-tuning for specific domains and use cases can enhance accuracy and performance... In this post, we explore how to fine-tune a leaderboard-topping, NVIDIA Nemotron Speech Automatic Speech Recognition (ASR) model; Parakeet TDT 0...24xlarge with NVIDIA A100 GPUs) for distributed training at scale NVIDIA NeMo framework for...
While pre-trained models offer strong capabilities for general speech, fine-tuning for specific domains and use cases can enhance accuracy and performance... In this post, we explore how to fine-tune a leaderboard-topping, NVIDIA Nemotron Speech Automatic Speech Recognition (ASR) model; Parakeet TDT 0...24xlarge with NVIDIA A100 GPUs) for distributed training at scale NVIDIA NeMo framework for...
Commodities Lead Major Asset Classes By Wide Margin This Year
TutoSartup excerpt from this article:
The war in Iran has roiled the outlook for financial markets and the global economy, but commodities are clearly benefiting from the turmoil as prices rise for energy and other raw materials... “Aluminum prices are already rising, and further disruption could increase input costs for automotive, aerospace, and construction manufacturing in the US and Europe...”Soaring energy prices will l...
The war in Iran has roiled the outlook for financial markets and the global economy, but commodities are clearly benefiting from the turmoil as prices rise for energy and other raw materials... “Aluminum prices are already rising, and further disruption could increase input costs for automotive, aerospace, and construction manufacturing in the US and Europe...”Soaring energy prices will l...