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. The following diagram illustrates the solution architecture. You then display the top similar results.

Artificial Inteligence 97

Artificial Inteligence Serverless Engineering Generative AI 97

Dzone - DevOps

OCTOBER 6, 2023

Cloud-native application development in AWS often requires complex, layered architecture with synchronous and asynchronous interactions between multiple components, e.g., API Gateway, Microservices, Serverless Functions, and system of record integration.

AWS 78

AWS Performance Applications Cloud 78

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

Tandem

SEPTEMBER 12, 2023

Microservice architecture has been a hot topic in the realm of software development for a while now. This blog post will provide a balanced view of the advantages and disadvantages of microservice architecture for enterprise software systems. As a result, slower response times and reduced performance can occur.

Microservices 52

Microservices Architecture Weak Development Team Serverless 52

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

Serverless 83

Serverless Lambda Data Microservices 83

Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? For this HPC will bring massive parallel computing, cluster and workload managers and high-performance components to the table. It’s built on serverless services (API Gateway / Lambda) and provides the same functionality as the CLI tool pcluster.

AWS 147

AWS Performance Storage Linux 147

DevOps.com

FEBRUARY 8, 2023

Serverless in production refers to the deployment and use of serverless architecture in a live, production environment. In this context, serverless refers to a cloud computing paradigm where the cloud provider manages the infrastructure and allocates resources as needed to run and scale applications and services.

Serverless 52

Serverless DevOps Architecture Infrastructure 52

DevOps.com

AUGUST 18, 2023

We’ll cover how teams utilize modern applications with modular architectural patterns, serverless operational models, and automated software delivery processes. High performing teams need the best tools to automate software development, scale quickly, and get to […]

Architecture 52

Architecture DevOps Serverless AWS 52

InfoQ Culture Methods

JUNE 15, 2022

Moving application workloads to multi- and hybrid cloud platforms causes more carbon dioxide emissions even though better scalability and performance.

Serverless 111

Serverless Scalability Cloud Performance 111

Stackery

APRIL 13, 2020

To me, serverless represents a movement towards specializing in providing best-in-class infrastructure so developers can spend less time thinking about virtual machines or containers and more time focussing on the hard work of designing, developing, and delivering distributed applications that operate on the public internet. What’s New? .

Serverless 98

Serverless Software Review AWS Infrastructure 98

CIO

MARCH 26, 2024

Speaking at Mobile World Congress 2024 in Barcelona, Jason Cao, Huawei’s CEO of Digital Finance BU, acknowledged that digital financial services are “booming” and that the rise of open architecture as well as emerging technologies like generative AI will have an impact on key fields in the industry such as financial engagement and credit loans.

Banking 147

Banking Disaster Recovery Backup Strategy 147

Stackery

APRIL 1, 2020

A good software design tool enables rapid visualization of application architectures, much like a virtual whiteboard. A great design tool validates service architectures, their communication flows and the infrastructure required to execute them—and builds a scaffold that can be seamlessly taken forward into development.

Serverless 71

Serverless AWS Architecture Infrastructure 71

The Agile Monkey

JUNE 7, 2019

When serverless pops up in conversation, there is sometimes an uncomfortable silence in the room. This is possibly because the majority of us don’t know much about serverless. Serverless is the new paradigm for building applications. As a result, we only have to think about our code, architecture and which services to use.

Serverless 75

Serverless Lambda AWS Software Review 75

CIO

DECEMBER 22, 2023

Skills: Skills for this role include knowledge of application architecture, automation, ITSM, governance, security, and leadership. Whether that means implementing cloud-based policies, deploying patches and updates, or analyzing network performance, these IT pros are skilled at navigating virtualized environments.

Cloud 325

Cloud Company Disaster Recovery Software Engineering 325

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

CIO

AUGUST 2, 2023

Analyze app architecture thoroughly Carefully assess the app being modernized to understand its architecture, dependencies, and requirements. It also eliminates the barriers that limit productivity and integration to create new user experiences and improved performance.” Bavare considers this approach to be very effective.

Cloud 246

Cloud Fractional CTO Microservices Software Review 246

Stackery

APRIL 7, 2020

Stackery’s secure serverless platform for AWS offers teams a key resource to help realize the promise of serverless – by automating otherwise complex infrastructure processes, we enable you to leverage the massive suite of AWS tools and services with minimal management overhead. Stackery’s serverless platform helps teams: .

Serverless 66

Serverless Development AWS Architecture 66

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. build high performant, scalable web applications across multiple data centers).

Serverless 72

Serverless Microservices Lambda IoT 72

Toptal

SEPTEMBER 11, 2017

Serverless computing is an architecture style in which the code is executed in a cloud platform where we don’t need to worry about the hardware and software setup, security, performance, and CPU idle time costs. It means no configuration is required to run the code.

Serverless 102

Serverless Google Cloud Cloud Hardware 102

O'Reilly Media - Ideas

JANUARY 14, 2020

Get a basic understanding of serverless, then go deeper with recommended resources. Serverless is a trend in computing that decouples the execution of code, such as in web applications, from the need to maintain servers to run that code. Serverless also offers an innovative billing model and easier scalability.

Serverless 52

Serverless Lambda AWS Architecture 52

Datavail

MARCH 9, 2023

Developing serverless applications: Logic Apps can be used to develop serverless applications that are triggered by events or messages from other applications. Additionally, Logic Apps can be used to develop serverless applications that are triggered by events or messages from other applications.

Architecture 52

Architecture Serverless Software Review Azure 52

Dzone - DevOps

MARCH 17, 2023

Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. While both tools offer serverless computing, they differ regarding use cases, operational boundaries, runtime resource allocations, price, and performance.

Lambda 94

Lambda Serverless AWS Microservices 94

DevOps.com

MAY 10, 2023

In this week’s #TheLongView: Amazon Prime Video has ditched its use of microservices-cum-serverless, reverting to a traditional, monolithic architecture. It vastly improved the workload’s cost and scalability. The post Microservices Sucks — Amazon Goes Back to Basics appeared first on DevOps.com.

Microservices 98

Microservices Serverless Scalability Architecture 98

CircleCI

MAY 7, 2020

There has been a lot of talk in recent years about architectures that are specifically designed to evolve or more easily adapt to change. Outside of the youngest of projects, it’s unlikely that you can describe the architecture that you have with any simple one-liner. Design architecture to solve problems.

Architecture 131

Architecture Software Review Software Technical Review 131

InnovationM

APRIL 25, 2024

Engineered to harness the power of GPU and CPU resources within Pods, it offers a seamless blend of efficiency and flexibility through serverless computing options. This typically involves saving the model weights and architecture in a compatible format, such as a TensorFlow SavedModel or PyTorch state dictionary. Why to use RunPod?

Artificial Inteligence 52

Artificial Inteligence Serverless Scalability Resources 52

ParkMyCloud

MAY 7, 2019

Curious why serverless is so popular – and why it won’t replace traditional servers in the cloud? In the current cloud infrastructure, top service providers are dedicating a great deal of effort to expand on this architecture as a new approach to a cloud solution that focuses on applications rather than infrastructure.

Serverless 58

Serverless Lambda Google Cloud Azure 58

CIO

NOVEMBER 29, 2023

Architectural lock-in is when the application relies on multiple managed services from the cloud provider. Mergers and acquisition activity often leaves organizations with multi-cloud architectures, says Nag, and while CIOs typically want to consolidate, the cost is often too high to justify.

Cloud 312

Cloud Technical Review Software Review Systems Review 312

Apiumhub

DECEMBER 22, 2020

At Apiumhub we listen to hours of working software and software architecture podcasts each week covering architecture patterns, DevOps and architecture, iOS architecture, Android architecture, Backend architecture, Frontend architecture, etc. 20 Software engineering podcasts to follow. The Changelog.

Architecture 69

Architecture Software Software Engineering Software Development 69

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is We see it as a recruiting and retention factor.” This results in a reduction of power consumption, he says.

Sustainability 337

Sustainability Data Center Artificial Intelligence Artificial Inteligence 337

Perficient

SEPTEMBER 5, 2023

Performance Matters. The Problem with MVC There is a limit to how much you can optimize page performance in a traditional MVC driven Sitecore site. They are optimized with caches to ensure they run as efficiently as possible, but there is an inherit limit on how well they can perform. billion in sales per year.

MVC 52

MVC Serverless Architecture Performance 52

Stackery

MAY 14, 2020

AWS Summit Chicago on the horizon, and while there’s no explicit serverless track, there are some amazing sessions to check out. Here are my top choices for the serverless sessions and a workshop you won’t want to miss: Workshop for Serverless Computing with AWS + Stackery + Epsagon. Performing Serverless Analytics in AWS Glue.

AWS 105

AWS Serverless Lambda Microservices 105

Apiumhub

MARCH 12, 2024

The Evolution of Cloud Computing Trends Edge Computing Redefining Latency Edge computing is poised to revolutionize cloud architecture by decentralizing computing power. As serverless frameworks mature, they are becoming integral components of cloud ecosystems, enabling developers to focus on code rather than infrastructure management.

Trends 52

Trends Innovation Cloud Serverless 52

DevOps.com

DECEMBER 6, 2022

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

Microservices 126

Microservices Serverless Architecture Applications 126

Perficient

FEBRUARY 1, 2024

AWS Glue is a serverless data integration service that simplifies the discovery, preparation, and movement of data for analytics, machine learning (ML), and application development. Run efficient Spark jobs: Leverage serverless Spark environments for data processing, eliminating the need to provision and manage clusters.

AWS 52

AWS Serverless IoT Windows 52

Perficient

MARCH 19, 2024

BigQuery’s serverless architecture lets you use SQL queries to answer your organization’s biggest questions with zero infrastructure management. Instead, Looker Studio uses the speed and performance of BigQuery and the built-in BigQuery analytics engine to optimize performance.

Data 111

Data Google Cloud Analytics Serverless 111

Datavail

JANUARY 25, 2024

The choice to leverage Amazon Aurora Serverless v2 for MySQL 8.0, a high-availability and scalable database solution, allowed us to modernize the client’s database infrastructure while ensuring data security and performance. x on Serverless Architecture : This decision laid the foundation for our modernized database environment.

Serverless 55

Serverless Comparison AWS Compliance 55

Stackery

JULY 3, 2019

While there isn’t a formal serverless track, there are some great sessions for those considering serverless tools or those who are experienced in serverless and want to hear new insights and perspectives! WebSockets aren’t new, but a new serverless architecture is now possible with Amazon API Gateway integrations. . –

Serverless 40

Serverless AWS Lambda Software Review 40