The New Stack

JUNE 12, 2025

Specifically, how to use Kubernetes, Knative and serverless platforms to help dynamically manage inference workloads, optimize resource utilization and accelerate innovation in agent-driven AI applications. Kubernetes facilitates containerized deployments, enabling efficient resource allocation and seamless scalability.

Open Source 143

Open Source Cloud Serverless Scalability 143

Xebia

JANUARY 26, 2025

However, proper strategies can make managing resources, dependencies, and environments challenging. This blog explores how to optimize feature branch workflows, maintain encapsulated logical stacks, and apply best practices like resource naming to improve clarity, scalability, and cost-effectiveness.

Weak Development Team 162

Weak Development Team Serverless Lambda Resources 162

TechCrunch

MARCH 17, 2022

You’re often paying for resources you aren’t using, even in the cloud. That’s where serverless plays best — you only pay for the resources when you’re using them, not when they’re sitting idle. Serverless doesn’t mean there are no servers. The company announced a $1.9

Serverless 208

Serverless Data Open Source Resources 208

TechCrunch

NOVEMBER 2, 2022

Not content to stop there, Shams and Miao left AWS to co-found Momento , a Seattle-based startup that’s today emerging from stealth with a “serverless cache” optimized for cloud computing. What’s a serverless cache, you ask? Image Credits: Momento.

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Serverless Software Review AWS Google Cloud 211

CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Thus, organizations can create flexible and resilient serverless architectures.

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Serverless Cloud Scalability Architecture 174

Stackery

JUNE 5, 2025

# 4 Things You Need to Know About Serverless Adoption Making the move to serverless architecture? By [accelerating app development time]([link] serverless isn’t just a boon for business, it’s also a win for engineering teams. Serverless saves money, too — you only pay for the cloud resources you use.

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Serverless Software Review Technical Review Lambda 52

TechCrunch

MAY 17, 2022

The company is still focused on serverless infrastructure. But it now offers a general purpose serverless platform that you can configure through a simple “git push” command or by using Docker containers. If you need more resources, you can easily scale your app from a slider.

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Serverless Load Balancer Systems Administration Infrastructure 180

CIO

DECEMBER 20, 2024

Powerful DevOps and automation tools, as well as serverless infrastructure and managed container solutions, are more accessible than ever. Its what enables teams to identify problems and spot misconfigured resources that detract from operational efficiency.

DevOps 179

DevOps Serverless Resources Applications 179

Stackery

JUNE 5, 2025

This week Jessica Feng from AWS gave an excellent re:Invent talk: [Enabling a serverless-first Cloud Center of Excellence]([link] She described **common patterns and traits for organizations who have adopted a "serverless-first" mindset to achieve operational and cost management success.**

Serverless 52

Serverless AWS Architecture Lambda 52

DevOps.com

JUNE 30, 2025

According to researchers, the serverless computing market is expected to reach 50.86 If you implement CI/CD for serverless apps, you can boost system efficiency, automate processes and reduce overhead. Serverless computing is more scalable and efficient than other manual processes. billion USD by 2031 with a CAGR of 22.8%.

Continuous Delivery 52

Continuous Delivery Serverless DevOps Software Development 52

AWS Machine Learning - AI

NOVEMBER 13, 2024

In this post, you will learn how to extract key objects from image queries using Amazon Rekognition and build a reverse image search engine using Amazon Titan Multimodal Embeddings from Amazon Bedrock in combination with Amazon OpenSearch Serverless Service. An Amazon OpenSearch Serverless collection. b64encode(resized_image).decode('utf-8')

AWS 117

AWS Engineering Serverless eCommerce 117

Stackery

JUNE 5, 2025

AXA originally built the system using a traditional VM approach, but it was not scalable and created maintenance overhead, so the company fully rearchitected to serverless. The solution now leverages AWS Lambda, Amazon API Gateway, Amazon Kinesis, Amazon DynamoDB, and Amazon Aurora PostgreSQL serverless.

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Serverless Lambda IoT AWS 52

Stackery

JUNE 5, 2025

Though the volume of serverless talks is lower this week, the quality and impact lacked nothing. Two must-see presentations emerged highlighting important practices for succeeding with serverless in the enterprise. Outcomes: serverless has a track record of delivering customer and business benefits. Ajay outlines this well.

Serverless 52

Serverless Lambda Development Cloud 52

Xebia

JULY 7, 2025

While the syntax might be the same, the resources are not and most work needs to be re-done. This can lead to situations where engineers need to write custom providers or scripts to manage specific resources. Azure azd is a tool that accelerates provisioning and deploying app resources on Azure. This is not the case.

Infrastructure 130

Infrastructure Software Review Cloud Azure 130

CIO

JANUARY 30, 2025

Organizations leverage serverless computing and containerized applications to optimize resources and reduce infrastructure costs. The focus on cloud strategies ensures businesses remain agile, scaling resources dynamically to meet demand while minimizing overhead.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

Stackery

JUNE 5, 2025

Good one Tom]([link] **Here are my week 1 thoughts:** Throughout the keynote it was clear that serverless is here to stay. It may not be that enterprises use Lambdas solely, but serverless is a part of many teams’ microservices strategy. ![screenshot1.png]([link] Last year LEGO shared how they migrated their website to Serverless.

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Serverless Lambda Microservices AWS 52

Stackery

JUNE 5, 2025

### Information security & serverless applications Information security (infosec) is a broad field. See the SAM Policy Template that grants access to the table Resource-Level Access Controls are granted in AWS via IAM statements. IAM statements are often attached to compute resources needing access to other resources.

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Serverless AWS Authentication Lambda 52

Erik Bernhardsson

APRIL 18, 2021

Truly serverless. I'm already running things in the cloud where there's elastic resources available at any time. I'm already running things in the cloud where there's elastic resources available at any time. Why do I have to think about the underlying pool of resources? I don't want to pay for idle resources.

Infrastructure 348

Infrastructure Software Serverless Resources 348

Xebia

DECEMBER 20, 2023

In this blog, we like to show you how to setup a highly available, regional fail-over setup when using serverless network endpoint groups (NEGs). However, these health checks are not supported for serverless network endpoint groups. This functionality is available on global backend services with serverless NEGs.

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Serverless Google Cloud Cloud How To 130

Stackery

JUNE 5, 2025

I’ve learned a lot about serverless in my first full year at Stackery after joining from the Ops-focused automation company, Puppet. You can click into any resource to see its configuration and drag-and-drop new resources. ![Stack.new But, it’s not automatic.

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Serverless AWS Weak Development Team Infrastructure 81

AWS Machine Learning - AI

MARCH 4, 2025

This solution offers the following key benefits: Rapid analysis and resource optimization What previously took days of manual review can now be accomplished in minutes, allowing for faster iteration and improvement of architectures. Follow these steps to remove all associated resources: Navigate to the directory containing your AWS CDK code.

Generative AI 121

Generative AI Technical Review Software Review Systems Review 121

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 119

Serverless AWS Artificial Inteligence Big Data 119

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. 70B-Instruct ), offer different trade-offs between performance and resource requirements. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 133

Generative AI Artificial Inteligence AWS Technical Review 133

The New Stack

JUNE 19, 2025

Scalability : The ability to scale resources up or down as needed, efficiently handling varying loads. Service offerings : Assess if the provider offers the specific services and tools required for your cloud native applications, such as managed Kubernetes, serverless computing options, and a range of databases and storage solutions.

Cloud 138

Cloud Microservices Scalability Architecture 138

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets integration with Azure Synapse Analytics enhances protection by securely storing and dealing with connection strings and credentials, permitting Azure Synapse to enter external data resources without exposing sensitive statistics. Resource Group: Select an existing resource group or create a new one for your workspace.

Azure 105

Azure Analytics Storage Artificial Inteligence 105

Erik Bernhardsson

NOVEMBER 30, 2021

Kubernetes has been this interesting trend in the last few years on what I think is still essentially an inevitable march towards a fully “serverless” world, whatever that means to you. in bin packing, I'd go looking for a job at some serverless infrastructure provider right now. If I had a Ph.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

AWS Machine Learning - AI

OCTOBER 11, 2024

With a vast array of services and resource footprints spanning hundreds of accounts, organizations can face an overwhelming volume of operational events occurring daily, making manual administration impractical. AWS Trusted Advisor findings — Opportunities for optimizing your AWS resources, improving security, and reducing costs.

Cloud 99

Cloud AWS Serverless Microservices 99

TechCrunch

JUNE 15, 2021

Macrometa also made its self-service platform available to developers, who can try its serverless database, pub/sug, event processing and stateful compute runtime for free. Cloudflare launches Workers Unbound, the next evolution of its serverless platform. Deeplite raises $6M seed to deploy ML on edge with fewer compute resources.

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Serverless Cloud Infrastructure Network 217

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 115

Generative AI AWS Artificial Inteligence Enterprise 115

CIO

DECEMBER 20, 2024

Azures growing adoption among companies leveraging cloud platforms highlights the increasing need for effective cloud resource management. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments. Automation helps optimize resource allocation and minimize operational inefficiencies.

Azure 88

Azure Analysis Cloud Resources 88

Prisma Clud

NOVEMBER 22, 2024

Unmanaged cloud resources, human error, misconfigurations and the increasing sophistication of cyber threats, including those from AI-powered applications, create vulnerabilities that can expose sensitive data and disrupt business operations. virtual machines, containers, Kubernetes, serverless applications and open-source software).

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

APRIL 3, 2024

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. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 136

Serverless Artificial Inteligence Engineering Generative AI 136

AWS Machine Learning - AI

NOVEMBER 27, 2024

Enhance the JSON format metadata to JSON-LD format by adding context, and load the data to an Amazon Neptune Serverless database as RDF triples. The CloudFormation stack creates the required resources to launch the application by invoking a series of nested stacks. raw_customer". Should be greater than or equal to DesiredTaskCount.

Enterprise 110

Enterprise Artificial Inteligence Data Knowledge Base 110

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The results of each iteration are collected and made available for subsequent steps in the state machine.

Generative AI 100

Generative AI AWS Technical Review Backup 100

CIO

APRIL 15, 2025

Just as ancient trade routes determined how and where commerce flowed, applications and computing resources today gravitate towards massive datasets. By aligning compute resources with data locality, leveraging edge computing and optimizing cloud-native architectures, businesses can enhance performance, reduce costs and maintain agility.

Strategy 164

Strategy Cloud Data Technical Review 164

Stackery

JUNE 5, 2025

Defining and managing your AWS resources using an Infrastructure-as-Code (IaC) approach implemented with CloudFormation templates makes a lot of sense. You can toggle from visualization to code view at any time and add or modify resources. link] For this example, we chose the serverless trivia game CloudFormation template.

Software Review 59

Software Review Infrastructure Serverless AWS 59

AWS Machine Learning - AI

NOVEMBER 6, 2024

Deploy the AWS CDK template Complete the following steps to deploy the AWS CDK template: From your terminal, bootstrap the AWS CDK: cdk bootstrap Deploy the AWS CDK template, which will create the necessary AWS resources: cdk deploy Enter y (yes) when asked if you want to deploy the changes. The deployment process may take 5–10 minutes.

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Generative AI AWS Artificial Inteligence Applications 122