AWS Machine Learning - AI

NOVEMBER 22, 2024

Instead of handling all items within a single execution, Step Functions launches a separate execution for each item in the array, letting you concurrently process large-scale data sources stored in Amazon Simple Storage Service (Amazon S3), such as a single JSON or CSV file containing large amounts of data, or even a large set of Amazon S3 objects.

Generative AI 99

Generative AI AWS Technical Review Backup 99

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda Software Review AWS Serverless 40

AWS Machine Learning - AI

MARCH 19, 2024

Another is to expose the model to exemplars of intermediate reasoning steps in few-shot prompting fashion. An IAM BedrockBatchInferenceRole role for batch inference with Amazon Bedrock with Amazon Simple Storage Service (Amazon S3) access and sts:AssumeRole trust policies. Lambda function B. SQS queue C. EC2 instance D.

Performance 134

Performance Lambda Technical Review AWS 134

Modus Create

MAY 15, 2023

You don’t have to manage servers to run apps, storage systems, or databases at any scale. Since it was an isolated feature, we created a separate Lambda function for it on AWS. So, while you no longer have to worry about OS vulnerabilities, it’s still possible to set up less secure apps in AWS Lambda.

Serverless 75

Serverless Lambda Architecture AWS 75

Confluent

FEBRUARY 27, 2019

Given that it is at a relatively early stage, developers are still trying to grok the best approach for each cloud vendor and often face the following question: Should I go cloud native with AWS Lambda, GCP functions, etc., Provider dependent: 500 MB storage, 128 MB ? or invest in a vendor-agnostic layer like the serverless framework

Serverless 109

Serverless Lambda AWS Systems Review 109

The Agile Monkey

NOVEMBER 27, 2018

AWS offerings like: Cognito (security) S3 (file storage) CloudFront (CDN) DynamoDB (document storage) DynamoDB Accelerator (pass through document storage cache) Drawbacks Still evolving?—?With S3 File storage that we can setup through our Serverless Framework application to store our images. FaaS cold starts?—?

Serverless 40

Serverless AWS Architecture Microservices 40

Lacework

SEPTEMBER 18, 2023

It also has to be done in an automated fashion — spreadsheets were never a good method. Under the hood, these are serverless functions — in AWS, it’s Lambda). This might take the form of a golden AMI, cloning your databases, or using Write Once Read Many (WORM) storage for backups. Use lifecycle management for your backups.

Security 83

Security Software Review CTO Systems Review 83

CIO

OCTOBER 23, 2024

With change comes choice Spirent’s decision to use a public cloud for data storage is a popular approach. And all the infrastructure problems — the storage, connectivity, compute, and latency — will only increase next year. “We have an assistant where we can put in a thousand files, so we don’t need to purchase our own vector store.”

Infrastructure 204

Infrastructure Artificial Inteligence Data Center Technical Review 204