Remove Authentication Remove Lambda Remove Load Balancer
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Securing S3 Downloads with ALB and Cognito Authentication

Xebia

For this, you will need authentication and authorization. Authentication vs Authorization Authentication is all about identifying who you are. I am using an Application Load Balancer to invoke a Lambda function. In this case, we can use the native Cognito integration of the application load balancer.

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Create a generative AI–powered custom Google Chat application using Amazon Bedrock

AWS Machine Learning - AI

Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic. This request contains the user’s message and relevant metadata.

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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices.

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AWS vs. Azure vs. Google Cloud: Comparing Cloud Platforms

Kaseya

In addition, you can also take advantage of the reliability of multiple cloud data centers as well as responsive and customizable load balancing that evolves with your changing demands. Cloud adoption also provides businesses with flexibility and scalability by not restricting them to the physical limitations of on-premises servers.

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Quickly Turn ALB/ELB Status Codes into an Issue-Seeking Heatmap

Honeycomb

The example below uses an AWS account, ALB/ELB, S3, and a Lambda to send log data to Honeycomb. For this setup, we are going to use an Application Load Balancer (ALB). Once that is created, we need to make sure our S3 bucket is associated with our Lambda. A Honeycomb API key ( create a free account ) . Spoiler: we can).

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Better CloudWatch Metrics in Honeycomb with the OpenTelemetry Collector

Honeycomb

We use them at Honeycomb to get statistics on load balancers and RDS instances. Heres a query looking at Lambda invocations and concurrent executions by function names. Queries like this allow us to see trends in our AWS Lambda usage over time: However, CloudWatch metrics filtering capabilities are pretty limited.

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Build RAG-based generative AI applications in AWS using Amazon FSx for NetApp ONTAP with Amazon Bedrock

AWS Machine Learning - AI

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.