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

DevOps.com

AUGUST 23, 2020

Adopting DevOps, meanwhile, can be a challenge, as it includes adjusting practices and new infrastructure. However, although engineering resources may be slim, serverless offers new solutions to tackle the DevOps challenge.

Serverless 145

Serverless DevOps Technology IoT 145

Stackery

APRIL 13, 2020

With additional audit capabilities, scoped IAM permissions, and secrets management for automated verification and deployment pipelines, Stackery helps teams scale serverless usage and accelerate modernization and innovation projects. The Speed of Serverless with Enterprise Security and Governance.

Continuous Delivery 141

Continuous Delivery Serverless Insurance AWS 141

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. You can access your imported custom models on-demand and without the need to manage underlying infrastructure. 8B ) and DeepSeek-R1-Distill-Llama-70B (from base model Llama-3.3-70B-Instruct

Generative AI 120

Generative AI Artificial Inteligence AWS Technical Review 120

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

Perficient

MARCH 27, 2025

Pulumi is a modern Infrastructure as Code (IaC) tool that allows you to define, deploy, and manage cloud infrastructure using general-purpose programming languages. Pulumi SDK Provides Python libraries to define and manage infrastructure. Backend State Management Stores infrastructure state in Pulumi Cloud, AWS S3, or locally.

AWS 52

AWS Infrastructure Lambda Load Balancer 52

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

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. Enhance Security Posture – Proactively identify and mitigate threats to your AWS infrastructure.

AWS 105

AWS Cloud Network Compliance 105

TechCrunch

OCTOBER 28, 2020

Seattle-based Pulumi , one of the newer startups in the ”infrastructure-as-code” space, today announced that it has raised a $37.5 ” Indeed, after starting with a focus on infrastructure teams, Pulumi is now looking to expand across teams. ” Infrastructure as code isn’t necessarily new, of course.

Engineering 257

Engineering Cloud Infrastructure Construction 257

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.

Serverless 217

Serverless Cloud Network Infrastructure 217

AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. This time efficiency translates to significant cost savings and optimized resource allocation in the review process.

Generative AI 96

Generative AI Technical Review Software Review Systems Review 96

Erik Bernhardsson

NOVEMBER 30, 2021

You didn't have to set up any infrastructure yourself, or write custom mapreduce and reload the jobtracker all day. I think new higher level tools will let us focus on building application code and not worry about the underlying infrastructure. Redshift at the time was the first data warehouse running in the cloud. I don't think so.

Cloud 351

Cloud AWS Weak Development Team Serverless 351

Kaseya

AUGUST 7, 2020

A major expense that most modern businesses incur is IT infrastructure costs. In fact, based on data in the Spiceworks 2020 State of IT report , hardware and software infrastructure costs are typically about 29% of the IT budget. Switch to Serverless Computing. of revenue. Move from VMs to Containerization.

Infrastructure 128

Infrastructure Serverless Hardware Budget 128

AWS Machine Learning - AI

SEPTEMBER 3, 2024

However, managing the complex infrastructure required for big data workloads has traditionally been a significant challenge, often requiring specialized expertise. That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help.

Serverless 104

Serverless AWS Artificial Inteligence Big Data 104

Dzone - DevOps

JUNE 2, 2023

Serverless computing has revolutionized the process of building and deploying modern applications. It offers a demand-driven approach to backend services, eliminating the need for users to manage supporting infrastructure.

Serverless 95

Serverless Hardware Internet Cloud 95

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. However, it can be challenging to protect cloud-native applications that leverage serverless functions like AWS Lambda, Google Cloud Functions, and Azure Functions and Azure App Service. What is serverless?

Serverless 107

Serverless Architecture Applications Cloud 107

Palo Alto Networks

OCTOBER 22, 2024

This marked the beginning of cloud computing's adolescence (with some early “terrible twos” no doubt) revolutionizing how businesses access and utilize computing resources. Cloud platforms offer dynamic and distributed resources that can rapidly scale, introducing new attack surfaces and security challenges.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Stackery

APRIL 11, 2019

I first heard about this pattern a few years ago at a ServerlessConf from a consultant who was helping a “big bank” convert to serverless. With AppSync, DynamoDB Tables, SQL Databases (via Aurora Serverless), Lambda Functions, and ElasticSearch domains have all been elevated as first-class “Data Sources” for GraphQL resolvers.

Serverless 104

Serverless Lambda AWS Banking 104

Dzone - DevOps

FEBRUARY 25, 2023

The Hazelcast Serverless means that Hazelcast manages the cloud infrastructure for you. Each Viridian Serverless cluster is an independent deployment of the Hazelcast Platform in a Kubernetes container. This design guarantees resource isolation, prevents resource stealing and provides isolated network access.

Serverless 98

Serverless How To Storage Resources 98

CIO

MAY 8, 2024

Serverless data integration The rise of serverless computing has also transformed the data integration landscape. According to a recent forecast by Grand View Research, the global serverless computing market is expected to reach a staggering $21.4 billion by 2025. This can impact performance for infrequently used integrations.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

AWS Machine Learning - AI

OCTOBER 11, 2024

Modern organizations increasingly depend on robust cloud infrastructure to provide business continuity and operational efficiency. 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.

Cloud 91

Cloud AWS Serverless Policies 91

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning. The deployment process may take 5–10 minutes. See the README.md

Generative AI 112

Generative AI AWS Artificial Inteligence Applications 112

Perficient

MARCH 10, 2025

Fluid Compute is Vercels next-generation execution model, blending the best of serverless and traditional compute. Unlike conventional serverless architectures, which often suffer from cold starts and limited concurrency, Fluid Compute allows multiple requests to be processed within a single function instance.

Performance 52

Performance Serverless Scalability Comparison 52

Dzone - DevOps

JANUARY 16, 2024

Serverless architecture is a way of building and running applications without the need to manage infrastructure. AWS offers various serverless services, with AWS Lambda being one of the most prominent. When we talk about " serverless ," it doesn't mean servers are absent.

Serverless 94

Serverless Architecture AWS Lambda 94

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 77

Generative AI AWS Technical Review Backup 77

TechCrunch

JUNE 1, 2022

Ethan Batraski is a partner at Venrock and focuses on data infrastructure, open source and developer tools. Each system comes with different performance needs, including high availability, horizontal scale, distributed consistency, failover protection, partition tolerance and being serverless and fully managed. Ethan Batraski.

Serverless 245

Serverless Enterprise Microservices Open Source 245

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless 109

Serverless Lambda AWS Systems Review 109

TechCrunch

DECEMBER 13, 2022

Ask Alan Shreve why he founded Ngrok , a service that helps developers share sites and apps running on their local machines or servers, and he’ll tell you it was to solve a tough-to-grok (pun fully intended) infrastructure problem he encountered while at Twilio. “Ngrok allows developers to avoid that complexity.”

Firewall 240

Firewall Serverless Internet Load Balancer 240

Xebia

MAY 21, 2024

Cloud modernization has become a prominent topic for organizations, and AWS plays a crucial role in helping them modernize their IT infrastructure, applications, and services. Xebia has vast experience supporting customers in assessing their existing infrastructure and aligning on the best approach for their modernization journey.

AWS 130

AWS Strategy Serverless Microservices 130

O'Reilly Media - Ideas

APRIL 30, 2019

Survey results reveal the path organizations face as they integrate cloud native infrastructure and harness the full power of the cloud. How Companies Adopt and Apply Cloud Native Infrastructure. O'Reilly survey results reveal the path organizations face as they integrate cloud native infrastructure.

Infrastructure 108

Infrastructure Cloud Company Survey 108

Modus Create

MAY 15, 2023

When serverless architecture became all the rage a few years ago, we wondered whether it was just marketing hype. Was serverless really cloud 2.0 Serverless architecture’s popularity has risen over the past 5 years. While serverless brings immense benefits to businesses, it’s important not to rush into it.

Serverless 75

Serverless Lambda Architecture AWS 75

AWS Machine Learning - AI

MARCH 14, 2025

Whether processing invoices, updating customer records, or managing human resource (HR) documents, these workflows often require employees to manually transfer information between different systems a process thats time-consuming, error-prone, and difficult to scale. The following diagram illustrates the solution architecture.

AWS 122

AWS Generative AI Linux Groups 122

Stackery

FEBRUARY 5, 2020

However, in the past few years we have witnessed some recurring deployment errors while helping customers on their serverless journeys, so I thought I’d share them and their solutions in hopes of making them a little less common?—or Rollbacks may fail when expected files or resources are missing. Invalid CloudFormation state.

Serverless 98

Serverless AWS How To Resources 98

AWS Machine Learning - AI

OCTOBER 29, 2024

Flexible logging –You can use this solution to store logs either locally or in Amazon Simple Storage Service (Amazon S3) using Amazon Data Firehose, enabling integration with existing monitoring infrastructure. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure.

Generative AI 100

Generative AI Applications AWS Knowledge Base 100

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. After deployment, the AWS CDK CLI will output the web application URL.

Lambda 118

Lambda Enterprise Automotive Knowledge Base 118

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 103

Generative AI AWS Artificial Inteligence Enterprise 103

Dzone - DevOps

APRIL 6, 2023

However, the process of building and training machine learning models can be a daunting task, requiring significant investments of time, resources, and expertise. The field of machine learning has advanced considerably in recent years, enabling us to tackle complex problems with greater ease and accuracy.

Serverless 97

Serverless AWS Artificial Inteligence Machine Learning 97