Gorilla Logic

SEPTEMBER 16, 2021

In this article, we are going to compare the leading cloud providers of serverless computing frameworks so that you have enough intel to make a sound decision when choosing one over the others. The three cloud providers we will be comparing are: AWS Lambda. AWS Lambda. Azure Functions. Google Cloud. Capacity and Support .

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The Lambda wrapper function searches for similar questions in OpenSearch Service.

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AWS Lambda Performance Artificial Inteligence 121

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions.

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Serverless Azure AWS Architecture 68

The Agile Monkey

JULY 15, 2019

We continue benchmarking AWS Lambda… In Part I of this blog we tested the performance of a Hello World example for 8 different runtimes and got us some very interesting metrics. We also created a DynamoDB table with autoscaling enabled ; the stack was deployed using Serverless Framework. However, we didn’t stop there.

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Lambda AWS Software Review Serverless 66

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

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Serverless Lambda AWS Software Review 52

Xicom

MARCH 16, 2021

Nowadays, the cliche “serverless architecture” is the latest addition in the technology wordbook, prevailing following the launch of AWS (Amazon Web Services) Lambada in 2014. While the gospel truth is serverless, architecture proffers the promise of writing codes without any ongoing server administration apprehension.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

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Artificial Inteligence Generative AI Travel AWS 101

Stackery

DECEMBER 6, 2019

But after two days of discussing serverless development and AWS tooling with the many awesome folks who have visited the Stackery booth (plus the primer I attended on day one) I was actually feeling pretty limber for the marathon that was “Serverless SaaS Deep Dive: Building Serverless on AWS”. Serverless for SaaS.

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Mike Roberts

NOVEMBER 1, 2017

Error Handling This is Part 7 of Learning Lambda, a tutorial series about engineering using AWS Lambda. Welcome to Part 7 of Learning Lambda! Classes of error When using AWS Lambda there are several different classes of error that can occur. To see the other articles in this series please visit the series home page.

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Lambda Software Review Metrics AWS 52

AWS Machine Learning - AI

MARCH 20, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. In addition, traditional ML metrics were used for Yes/No answers.

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Generative AI Artificial Inteligence Metrics AWS 71

ParkMyCloud

MAY 7, 2019

Curious why serverless is so popular – and why it won’t replace traditional servers in the cloud? Today we’ll take a look at what serverless computing is good for, and what it can’t replace. Today we’ll take a look at what serverless computing is good for, and what it can’t replace. Understanding Serverless.

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Serverless Lambda Google Cloud Azure 58

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. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

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Lambda Software Review AWS Serverless 52

Perficient

FEBRUARY 20, 2023

In this article, we’re going to explore how to deploy an AWS serverless infrastructure capable of storing and releasing data through typical actions (transcription, call recording, sending SMS through messaging services, etc.) Inside that Lambdas folder, we’re going to create a file called connect-dynamo.js

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Serverless AWS Lambda Infrastructure 64

Xebia

MARCH 11, 2025

For this reason, I developed a Lambda function that would stop the pipeline when no messages are in the queue. To prevent this from happening I also included the ApproximateNumberOfMessagesNotVisible next to the ApproximateNumberOfMessages metric. This is a textbook example coming from the AWS documentation pages.

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AWS Machine Learning - AI

MARCH 5, 2025

With deterministic evaluation processes such as the Factual Knowledge and QA Accuracy metrics of FMEval , ground truth generation and evaluation metric implementation are tightly coupled. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs. Amazons operating margin in 2023 was 6.4%.

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Generative AI Systems Review Artificial Inteligence Software Review 74

Trigent

APRIL 7, 2022

serverless. Enter serverless computing. By adhering to some basic rules, services and applications can be deployed onto serverless systems. Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. Having said this, one must tread cautiously when going in for serverless architecture.

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Serverless Cloud Architecture Software Review 52

Honeycomb

MARCH 5, 2024

In this post, I describe how to send OpenTelemetry (OTel) data from an AWS Lambda instance to Honeycomb. I will be showing these steps using a Lambda written in Python and created and deployed using AWS Serverless Application Model (AWS SAM). AWS Lambda, Honeycomb, and OpenTelemetry all provide thorough documentation.

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Lambda AWS Data Serverless 52

Gorilla Logic

SEPTEMBER 5, 2019

In this Fn Project tutorial, you will learn the basic features of Fn Project by creating a serverless cloud and installing it on your own infrastructure. This will illustrate some of the most useful concepts of Fn Project and help you get familiarized with this lightweight and simple serverless platform. . What is Serverless? .

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Serverless Cloud Software Review Azure 12

AWS Machine Learning - AI

AUGUST 26, 2024

API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions. We can call the Amazon Bedrock API directly from the Step Functions workflow to save on Lambda compute cost.

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Generative AI AWS 3D Video 111

Mike Roberts

DECEMBER 6, 2017

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

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Serverless Lambda AWS Software Review 40

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers. Dynamo DB stores the query and the session ID, which is then passed to a Lambda function as a DynamoDB event notification.

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Generative AI Artificial Inteligence Data AWS 111

Mentormate

MAY 12, 2020

AutoScaling can be manually triggered or triggered by a metric like average CPU usage. The true power of the service is that you commit to compute resources (Amazon EC2, AWS Fargate, and AWS Lambda), and not to a specific EC2 instance type of family. Rearchitecting. Relational Databases.

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CircleCI

MAY 27, 2022

Two of the most widely-used technologies to host these deployments are serverless functions and containers. In this comparison, we will look at some important differentiators between serverless computing and containers and outline some criteria you can use to decide which to use for your next project. What is serverless?

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Serverless Applications Technical Review Microservices 52

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. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda Software Review AWS Serverless 40

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? AWS announced a new service?—?the

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Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? AWS announced a new service?—?the

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Serverless AWS Applications Lambda 40

Honeycomb

NOVEMBER 28, 2022

As a Honeycomb Pro or Enterprise user, you can also send metrics to Honeycomb from any AWS service that publishes metrics to CloudWatch Metrics. These integrations use a combination of serverless technologies, including AWS Kinesis Data Firehose and AWS Lambda , so that you don’t have to run extra infrastructure or agents.

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AWS Metrics Lambda Infrastructure 98

Xebia

JANUARY 8, 2024

You can also enable advanced metrics and recommendations features for extra assistance and information, all of which can help you learn how to configure Lifecycle rules for S3 buckets. Key metrics like GET requests and Download Bytes help determine your buckets’ daily access frequency.

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Storage AWS Backup Policies 147

Perficient

MARCH 13, 2023

Openshift Monitoring manages the collection and visualization of internal metrics like resource utilization, which can be leveraged to create alerts and used as the source of data for autoscaling. A less-know feature is the ability to leverage Cluster Monitoring to collect your own application metrics.

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Serverless Azure Metrics AWS 83

High Scalability

FEBRUARY 22, 2019

2% : of sales spent by consumer packaged goods companies on R&D (14% for tech); 272 million : metric tons of plastic are produced each year around the globe; 100+ fp s: Google's Edge TPU; 6,000 : bugs per million lines of code; 2.2 PaulDJohnston : Lambda done badly is still better than Kubernetes done well.

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Scalability Internet Software Review Lambda 15

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model. The user can pick the two documents that they want to compare.

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Generative AI Technical Review Insurance Policies 71

Stacks on Stacks

DECEMBER 11, 2020

Once the code is deployed, you use an auto-rollback metrics monitoring strategy to determine whether the change is working nicely for customers. Hands Off Serverless Deployments was originally published in Stacks on Stacks on Medium, where people are continuing the conversation by highlighting and responding to this story.

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Serverless AWS Metrics Microservices 52

The Agile Monkey

NOVEMBER 27, 2018

Utilizing AWS Hosted Technologies to Bootstrap a Simple Cloud E-Commerce Solution A Very Brief Serverless Introduction There are plenty of blog posts and documentation that give introductions to serverless architectures in general and specific providers and technologies. Using Serverless Framework, a single command deploys everything.

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Serverless AWS Architecture Microservices 40

Honeycomb

NOVEMBER 6, 2018

Serverless applications are becoming more popular, thanks to AWS Lambda , Azure Functions , and other serverless platforms. But, these applications can still be complex and one challenge for serverless users, in particular, is debugging, monitoring, and observability. What is Thundra? How Did We Integrate With Honeycomb?

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Serverless Lambda AWS Metrics 45

Perficient

JANUARY 6, 2023

This stack consists of permission policies called roles , which are policies attached to certain serverless services to allow them to carry out their purpose as a service. Identity Provider Lambda Policy: This is a policy that allows our Identity Provider serverless function to create users that will be able to access our contact center.

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Lambda AWS Policies Serverless 69

Modus Create

JUNE 20, 2023

Serverless architecture Search results for “serverless architecture” over the past 5 years (2/24/2023) Serverless architecture allows developers to create products without managing the underlying infrastructure. Here’s what’s capturing the attention of global enterprises in 2023. billion in value.

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Trends Development Serverless Technical Review 75

AWS Machine Learning - AI

JULY 30, 2024

The Mediasearch solution has an event-driven serverless computing architecture with the following steps: You provide an S3 bucket containing the audio and video files you want to index and search. For more information, see the pricing pages for Amazon Q Business , Amazon Kendra , Amazon Transcribe , Lambda , DynamoDB , and EventBridge.

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Media Lambda AWS Video 97