Managed Tiered KV Cache and Intelligent Routing for Amazon SageMaker HyperPod
TutoSartup excerpt from this article:
Prefix-aware routing serves as the default strategy, maintaining a tree structure to track which prefixes are cached on which endpoints, delivering strong general-purpose performance for applications with common prompt templates such as multi-turn conversations, customer service bots with standard greetings, and code generation with common imports...Modern AI applications demand fast, cost-ef...
Prefix-aware routing serves as the default strategy, maintaining a tree structure to track which prefixes are cached on which endpoints, delivering strong general-purpose performance for applications with common prompt templates such as multi-turn conversations, customer service bots with standard greetings, and code generation with common imports...Modern AI applications demand fast, cost-ef...
AWS Private Certificate Authority now supports partitioned CRLs
TutoSartup excerpt from this article:
As you scale your digital operations, you’ll issue and revoke certificates... Revoking certificates is useful especially when employees leave, migrate to a new certificate authority hierarchy, meet compliance, and respond to security incidents... Use the Certificate Revocation List (CRL) or Online Certificate Status Protocol (OCSP) method to track revoked certificates... You can use Amazon Web ...
As you scale your digital operations, you’ll issue and revoke certificates... Revoking certificates is useful especially when employees leave, migrate to a new certificate authority hierarchy, meet compliance, and respond to security incidents... Use the Certificate Revocation List (CRL) or Online Certificate Status Protocol (OCSP) method to track revoked certificates... You can use Amazon Web ...
Optimizing Mobileye’s REM™ with AWS Graviton: A focus on ML inference and Triton integration
TutoSartup excerpt from this article:
Our strong preference was for newer and stronger CPU instances which demonstrated significant benefits both in speed and in cost efficiency compared to other comparable instances... Running the Change Detection pipeline on AWS Graviton based Amazon Elastic Compute Cloud (Amazon EC2) instances and its impact on deployment flexibility, ultimately resulting more than a 2x improvement in throughput...
Our strong preference was for newer and stronger CPU instances which demonstrated significant benefits both in speed and in cost efficiency compared to other comparable instances... Running the Change Detection pipeline on AWS Graviton based Amazon Elastic Compute Cloud (Amazon EC2) instances and its impact on deployment flexibility, ultimately resulting more than a 2x improvement in throughput...
Evaluate models with the Amazon Nova evaluation container using Amazon SageMaker AI
TutoSartup excerpt from this article:
The rest of this post introduces the new features and then demonstrates step-by-step how to set up evaluations, run judge experiments, capture and analyze log probabilities, use metadata for analysis, and configure multi-node runs in an IT support ticket classification example... Nova LLM-as-a-Judge evaluates complex reasoning tasks like support ticket classification, where nuanced understandi...
The rest of this post introduces the new features and then demonstrates step-by-step how to set up evaluations, run judge experiments, capture and analyze log probabilities, use metadata for analysis, and configure multi-node runs in an IT support ticket classification example... Nova LLM-as-a-Judge evaluates complex reasoning tasks like support ticket classification, where nuanced understandi...
How to use the Secrets Store CSI Driver provider Amazon EKS add-on with Secrets Manager
TutoSartup excerpt from this article:
In this post, we introduce the AWS provider for the Secrets Store CSI Driver, a new AWS Secrets Manager add-on for Amazon Elastic Kubernetes Service (Amazon EKS) that you can use to fetch secrets from Secrets Manager and parameters from AWS Systems Manager Parameter Store and mount them as files in Kubernetes pods... It provides a secure and reliable way to retrieve your secrets in Kubernetes work...
In this post, we introduce the AWS provider for the Secrets Store CSI Driver, a new AWS Secrets Manager add-on for Amazon Elastic Kubernetes Service (Amazon EKS) that you can use to fetch secrets from Secrets Manager and parameters from AWS Systems Manager Parameter Store and mount them as files in Kubernetes pods... It provides a secure and reliable way to retrieve your secrets in Kubernetes work...
Beyond the technology: Workforce changes for AI
TutoSartup excerpt from this article:
In this post we explore three ways for integrating AI into your organization: addressing organizational debt, embracing distributed decision-making, and redefining management roles... Address organizational debt before it compounds Companies worry about falling behind on AI, but they face a larger looming problem; organizational debt... Start by evaluating your organization’s agility by exami...
In this post we explore three ways for integrating AI into your organization: addressing organizational debt, embracing distributed decision-making, and redefining management roles... Address organizational debt before it compounds Companies worry about falling behind on AI, but they face a larger looming problem; organizational debt... Start by evaluating your organization’s agility by exami...
Secure Amazon Elastic VMware Service (Amazon EVS) with AWS Network Firewall
TutoSartup excerpt from this article:
Figure 1: Secure Amazon EVS with AWS Network Firewall using centralized inspection architecture The Amazon EVS environment is deployed directly within a customer VPC (i... Figure 2: Attach VPCs to the Transit Gateway Associate all attachments to the pre-inspection Transit Gateway route table... Figure 3: Associate VPC attachments to the pre-inspection route table 3... Figure 4: Ena...
Figure 1: Secure Amazon EVS with AWS Network Firewall using centralized inspection architecture The Amazon EVS environment is deployed directly within a customer VPC (i... Figure 2: Attach VPCs to the Transit Gateway Associate all attachments to the pre-inspection Transit Gateway route table... Figure 3: Associate VPC attachments to the pre-inspection route table 3... Figure 4: Ena...