AWS Machine Learning - AI

OCTOBER 29, 2024

Observability refers to the ability to understand the internal state and behavior of a system by analyzing its outputs, logs, and metrics. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. However, some components may incur additional usage-based costs.

Generative AI 102

Generative AI Applications AWS Knowledge Base 102

AWS Machine Learning - AI

APRIL 3, 2024

Amazon OpenSearch Service now supports the cosine similarity metric for k-NN indexes. In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless.

Serverless 117

Serverless Artificial Inteligence Engineering Generative AI 117

Apiumhub

JULY 7, 2020

If you remember my article about Software Architecture Quality Attributes , you know that we have been conducting a survey to find out key software architecture metrics that leading companies and software architects use. So, let’s analyze software architecture metrics that got mentioned on the survey to build scalable projects. .

Metrics 94

Metrics Architecture Research Software 94

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Datadog provides real-time performance metrics, logs, and security insights across Azure environments.

Azure 88

Azure Analysis Cloud Resources 88

DevOps.com

JULY 2, 2020

Fastly this week announced it is adding the ability to collect tracing, customizable logging data and both real-time and historical metrics from a serverless computing framework designed to be deployed on edge computing platforms.

Serverless 138

Serverless Metrics Data Company 138

DevOps.com

DECEMBER 3, 2021

At the AWS re:Invent conference this week, Sumo Logic announced that in addition to collecting log data, metrics and traces, it now can collect telemetry data from the Lambda serverless computing service provided by Amazon Web Services (AWS).

Lambda 121

Lambda AWS Serverless Metrics 121

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 104

Generative AI AWS Artificial Inteligence Enterprise 104

OverOps

DECEMBER 18, 2018

Observability and Responsibility for Serverless. Some might think that when you go serverless, it means that there’s no need to think about operating or debugging your systems. Metrics, logging, monitoring, and reliability. If you ask Charity Majors , Ops Engineer and CEO at Honeycomb.io, that’s a huge misconception.

Conference 185

Conference Serverless Weak Development Team DevOps 185

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

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.

Serverless 52

Serverless Cloud Architecture Software Review 52

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. These concurrency levels can be monitored using AWS Lambda metrics. Concurrency limit per region is available here. Description. per project.

Serverless 70

Serverless Lambda Cloud Azure 70

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.

Serverless 52

Serverless Lambda Microservices AWS 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? .

Serverless 12

Serverless Cloud Software Review Azure 12

AWS Machine Learning - AI

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 103

Generative AI Video Engineering Artificial Inteligence 103

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.

Serverless 59

Serverless Lambda Development Microservices 59

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. Where does serverless come from?

Serverless 68

Serverless Azure AWS Architecture 68

Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. out-of-the-box metric?—?‘concurrent Let’s dig in! It’s no longer a niche technology for enthusiasts?—?it’s

Serverless 52

Serverless Lambda AWS Software Review 52

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. 201% $12.2B

Generative AI 75

Generative AI Systems Review Artificial Inteligence Software Review 75

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.

Generative AI 61

Generative AI Artificial Inteligence Metrics AWS 61

Erik Bernhardsson

DECEMBER 6, 2022

And it's serverless 6 , so you only pay for the actual usage. ↩︎ The term serverless is applied waaaaay too liberally by vendors today, so I struggle a bit with the term, to be honest. But Modal is really a general purpose compute layer you can use for a lot of stuff. How does it work? ↩︎

CTO Coach 242

CTO Coach Fractional CTO Software Engineering Serverless 242

DevOps.com

APRIL 2, 2020

The post Lightstep Unveils New Observability Platform to Replace Conventional Monitoring Solutions appeared first on DevOps.com.

Serverless 99

Serverless Microservices Metrics Software 99

AWS Machine Learning - AI

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

Knowledge Base 121

Knowledge Base Scalability Applications Generative AI 121

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.

Serverless 52

Serverless AWS Metrics Microservices 52

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?

Serverless 52

Serverless Applications Technical Review Microservices 52

DevOps.com

DECEMBER 6, 2022

Microservices and serverless applications can grow exponentially, which makes observing them at scale very challenging. Organizations are increasingly using distributed tracing to monitor their complex, microservice-based architectures.

Microservices 135

Microservices Serverless Architecture Applications 135

CIO

JANUARY 10, 2024

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. We need hard metrics because we’re running 800 instances of cloud computers.

Cloud 187

Cloud Technical Review CTO Coach Fractional CTO 187

Netlify

SEPTEMBER 7, 2021

That’s why today, we’re incredibly excited to announce Log Drains for the Netlify Enterprise plan , providing analysis, alerting, and data persistence for Netlify traffic and serverless functions logs through Datadog. Serverless function invocation information and performance monitoring. User agent analytics and troubleshooting.

Serverless 97

Serverless Comparison Enterprise Applications 97

DevOps.com

DECEMBER 23, 2020

Sentry this week announced it has added support for applications that employ serverless computing frameworks as well as the Google Web Vitals service to its application monitoring tool.

Performance 85

Performance Applications Tools Serverless 85

AWS Machine Learning - AI

MARCH 13, 2025

MaestroQA also offers a logic/keyword-based rules engine for classifying customer interactions based on other factors such as timing or process steps including metrics like Average Handle Time (AHT), compliance or process checks, and SLA adherence. Success metrics The early results have been remarkable.

Generative AI 69

Generative AI CTO Coach AWS Artificial Inteligence 69

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.) It is Quick, Efficient, Cost-Effective and Totally Serverless. If you have an IDE already installed, great!

Serverless 64

Serverless AWS Lambda Infrastructure 64

Stackery

NOVEMBER 25, 2019

In addition to setting up shop in the Expo hall with the team to chat with re:Invent guests about their current serverless development workflows (and how Stackery can supercharge it), I made sure to attend some choice presentations this week. That’s serverless for ya! lightbulb ). Abstracting away Yak shaving? Scaling is key.

Serverless 10

Serverless AWS Scalability Resources 10

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.

Serverless 40

Serverless AWS Architecture Microservices 40

Xebia

MARCH 11, 2025

To prevent this from happening I also included the ApproximateNumberOfMessagesNotVisible next to the ApproximateNumberOfMessages metric. After some investigation, I noticed two options I wanted to share. The pipeline would still be stopped once the QSQ Queue is empty.

AWS 147

AWS Knowledge Base Lambda Serverless 147

Mike Roberts

DECEMBER 6, 2017

the Functions-as-a-Service (FaaS) platform which is the core of AWS’ larger Serverless service suite. Traffic shaping / canary deployment was pre-announced at Serverless Conf NYC in October, and this is now available. out-of-the-box metric?—?‘concurrent Let’s dig in! It’s no longer a niche technology for enthusiasts?—?it’s

Serverless 40

Serverless Lambda AWS Software Review 40

Cloudera

JANUARY 17, 2024

It allows developers to interactively design data flows in a drag and drop designer, which can be deployed as continuously running, auto-scaling flow deployments or event-driven serverless functions. In this blog we will dive into how CDF-PC’s support for NiFi reporting tasks can be used to monitor key metrics in Prometheus and Grafana.

Metrics 106

Metrics Authentication Report Construction 106

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.

Serverless 83

Serverless Azure Metrics AWS 83

AWS Machine Learning - AI

MAY 31, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using the Amazon Web Services (AWS) tools without having to manage infrastructure. Each embedding aims to capture the semantic or contextual meaning of the data.

Knowledge Base 124

Knowledge Base Artificial Inteligence AWS Serverless 124