AWS Machine Learning - AI

MARCH 13, 2025

This post will discuss agentic AI driven architecture and ways of implementing. Agentic AI architecture Agentic AI architecture is a shift in process automation through autonomous agents towards the capabilities of AI, with the purpose of imitating cognitive abilities and enhancing the actions of traditional autonomous agents.

Artificial Inteligence 88

Artificial Inteligence Lambda Generative AI Travel 88

CIO

OCTOBER 15, 2024

Multicloud architectures, applications portfolios that span from mainframes to the cloud, board pressure to accelerate AI and digital outcomes — today’s CIOs face a range of challenges that can impact their DevOps strategies. This can also be the case when it comes to compliance, operations, and governance as well.

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DevOps Enterprise Software Review Technical Review 214

AWS Machine Learning - AI

MARCH 7, 2025

In this post, we describe the development journey of the generative AI companion for Mozart, the data, the architecture, and the evaluation of the pipeline. Data: Policy forms Mozart is designed to author policy forms like coverage and endorsements. The following diagram illustrates the solution architecture.

Generative AI 74

Generative AI Technical Review Insurance Policies 74

CIO

MARCH 9, 2022

Newer data lakes are highly scalable and can ingest structured and semi-structured data along with unstructured data like text, images, video, and audio. They conveniently store data in a flat architecture that can be queried in aggregate and offer the speed and lower cost required for big data analytics. Pulling it all together.

Artificial Inteligence 178

Artificial Inteligence Data Artificial Intelligence Analytics 178

Netflix Tech

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The response schema for the observability endpoint.

Systems Review 69

Systems Review Travel Microservices Architecture 69

Confluent

FEBRUARY 13, 2019

Part 1 of this series discussed why you need to embrace event-first thinking, while this article builds a rationale for different styles of event-driven architectures and compares and contrasts scaling, persistence and runtime models. In this way, we don’t think about solution architecture in just one dimension. Data evolution.

Architecture 92

Architecture Programming Microservices Serverless 92

CodeSignal

MAY 14, 2020

Join CodeSignal CEO Tigran Sloyan and Co-Founder Sophia Baik in Data-Drive Recruiting Episode #40 as they discuss how to conduct an effective system design interview with a virtual whiteboard. Because a candidate is asked to draw the design on a whiteboard, it’s also widely known as a whiteboarding interview. more below).

System Design 52

System Design Virtualization System How To 52

TechCrunch

APRIL 5, 2022

Together at MIT, Marzoev and Gjengset spearheaded an open source project called Noria, a streaming data-flow system designed to act as a fast storage backend for web apps. “This has resulted in a heavy burden placed on engineering teams struggling to make do with overly complex caching and/or database sharding architectures.

Enterprise 182

Enterprise Data Storage Open Source 182

CTOvision

SEPTEMBER 30, 2015

For the first time the OpenHPEC Accelerator Suite provides proven and robust development tools from the Commercial HPC market to COTS system integrators, designing highly scalable supercomputer-class High performance Embedded Computing (HPEC) system solutions.

Hardware 101

Hardware System Design Scalability Software 101

Cloudera

JANUARY 22, 2025

AI agents are autonomous software systems designed to interact with their environments, gather data, and leverage that information to autonomously perform tasks aimed at achieving predefined objectives. The challenges SOC teams face demand innovative, scalable solutions. What are AI Agents?

Artificial Inteligence 70

Artificial Inteligence Software Review Compliance Systems Review 70

Datavail

DECEMBER 26, 2023

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. Its decentralized architecture and robust fault-tolerant mechanisms make it an ideal choice for handling large-scale data workloads.

Scalability 57

Scalability Disaster Recovery Backup Load Balancer 57

Netflix Tech

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

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Windows Systems Review Performance Infrastructure 100

Datavail

JULY 27, 2021

Increased scalability and flexibility: Scalability is an essential cloud feature to handle the ever-growing amounts of enterprise data at your fingertips. Making changes to system design to eliminate deadlocks. Azure Autoscale helps you dynamically scale your applications to respond to changes in usages and demand.

Azure 98

Azure Analytics Cloud Company 98

Confluent

FEBRUARY 27, 2019

What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless? The key to event-first systems design is understanding that a series of events captures behavior. FaaS as part of the event-driven streaming architecture. Do they complement or compete? What is FaaS? Next Steps.

Serverless 109

Serverless Lambda AWS Systems Review 109

AWS Machine Learning - AI

JULY 15, 2024

S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves. The inference pipeline is powered by an AWS Lambda -based multi-step architecture, which maximizes cost-efficiency and elasticity by running independent image analysis steps in parallel.

Generative AI 119

Generative AI Artificial Inteligence AWS Technical Review 119

AWS Machine Learning - AI

AUGUST 1, 2024

However, deploying customized FMs to support generative AI applications in a secure and scalable manner isn’t a trivial task. This is the first in a series of posts about model customization scenarios that can be imported into Amazon Bedrock to simplify the process of building scalable and secure generative AI applications.

Artificial Inteligence 121

Artificial Inteligence Generative AI AWS Artificial Intelligence 121

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

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Generative AI Systems Review Artificial Inteligence Software Review 75

Perficient

AUGUST 9, 2023

Redis’ lightning-fast data operations and Node.js’s non-blocking architecture align seamlessly to create responsive, scalable applications. and Redis together offer a potent combination for creating high-performance applications. and Redis together offer a potent combination for creating high-performance applications.

Performance 96

Performance Software Review Analytics Systems Review 96

O'Reilly Media - Ideas

JUNE 4, 2019

Scalable Data Science with Apache Hadoop and Spark , July 16. Effective Data Center Design Techniques: Data Center Topologies and Control Planes , July 19. Azure Architecture: Best Practices , June 28. Microservices Architecture and Design , July 8-9. Analyzing Software Architecture , July 23.

Course 94

Course Training Artificial Inteligence Software Review 94

AWS Machine Learning - AI

AUGUST 26, 2024

Through this series of posts, we share our generative AI journey and use cases, detailing the architecture, AWS services used, lessons learned, and the impact of these solutions on our teams and customers. Our architecture is designed to allow for flexible model switching and combination. Don’t make up any statistics.”

Generative AI 123

Generative AI AWS Artificial Inteligence Technical Review 123

High Scalability

AUGUST 4, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 46

Education System Design AWS PHP 46

Datavail

NOVEMBER 6, 2023

In the realm of distributed databases, Apache Cassandra has established itself as a robust, scalable, and highly available solution. Understanding Apache Cassandra Apache Cassandra is a free and open-source distributed database management system designed to handle large amounts of data across multiple commodity servers.

Open Source 58

Open Source Scalability Analytics Database Administration 58

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Scalability: With AWS ParallelCluster, you can easily scale your clusters up or down based on workload demands. AWS has two services to support your HPC workload.

AWS 147

AWS Performance Storage Linux 147

High Scalability

JULY 16, 2023

You can subscribe to the system design newsletter to excel in system design interviews and software architecture. The original article was published on systemdesign.one website. What Is Gossip Protocol?

System Design 56

System Design Architecture System Software 56

High Scalability

JUNE 11, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 42

Education System Design AWS PHP 42

Honeycomb

JUNE 24, 2021

Working alongside the Engineering and Product teams, we are taking Honeycomb’s already user-centered approach and applying Design philosophy and process to it. A cornerstone to growing any user experience design practice is establishing a design system. They help bridge the gap between design and engineering.

Guidelines 72

Guidelines System Design Engineering Research 72

High Scalability

SEPTEMBER 3, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 42

Education System Design AWS PHP 42

KitelyTech

AUGUST 23, 2023

In short, a microservice uses APIs to build larger systems that can handle different tasks. These microservices are designed to be independent and can be developed, deployed, and scaled independently. The use of microservices also enables easier integration with other systems and applications through an API gateway.

Microservices 52

Microservices Architecture Scalability Software Development 52

AWS Machine Learning - AI

SEPTEMBER 30, 2024

This post is part of a series that demonstrates various architecture patterns for importing fine-tuned FMs into Amazon Bedrock. Solution overview At the time of writing, the Custom Model Import feature in Amazon Bedrock supports models following the architectures and patterns in the following figure. Test the imported model.

Artificial Inteligence 87

Artificial Inteligence Generative AI AWS Software Review 87

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 41

Education System Design AWS PHP 41

AWS Machine Learning - AI

JULY 3, 2024

Image 1: High-level overview of the AI-assistant and its different components Architecture The overall architecture and the main steps in the content creation process are illustrated in Image 2. The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI.

Artificial Inteligence 125

Artificial Inteligence Generative AI Lambda Healthcare 125

AWS Machine Learning - AI

APRIL 3, 2024

The following diagram illustrates the solution architecture. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design. He is passionate about developing state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability.

Serverless 124

Serverless Artificial Inteligence Engineering Generative AI 124

Cloudera

AUGUST 11, 2021

For example, Cloudera Data Platform provides a big-data platform designed for deployment in any type of enterprise system–physical or in a cloud. Companies select this because it provides a central, scalable, and secure environment for handling workloads for batch, interactive, and real-time analytics.

Systems Review 121

Systems Review Storage Software Review Enterprise 121

High Scalability

JULY 8, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 40

Education System Design AWS PHP 40

High Scalability

OCTOBER 14, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 41

Education System Design AWS PHP 41

High Scalability

SEPTEMBER 18, 2020

has hours of system design content. They also do live system design discussions every week. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's bestselling new 4-course learning track: Scalability and System Design for Developers.

Education 41

Education System Design AWS PHP 41

Confluent

MAY 9, 2019

Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture. It is not uncommon for those embarking on the journey to event-driven, asynchronous architecture to ask: “Hey, so I’m writing these events, how do I know what’s happening and whether they’re working as intended? “We

Microservices 94

Microservices Metrics Systems Review Architecture 94