AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. The chatbot built by AWS GenAIIC would take in this tag data and retrieve insights.

Generative AI 123

Generative AI Artificial Inteligence Data AWS 123

AWS Machine Learning - AI

NOVEMBER 24, 2023

This solution is available in the AWS Solutions Library. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing.

eCommerce 117

eCommerce Generative AI Lambda AWS 117

CIO

SEPTEMBER 2, 2022

The US financial services industry has fully embraced a move to the cloud, driving a demand for tech skills such as AWS and automation, as well as Python for data analytics, Java for developing consumer-facing apps, and SQL for database work. Data engineer. A master’s degree isn’t necessarily required for this role, but it’s often preferred.

Software Engineering 148

Software Engineering Data Engineering DevOps AWS 148

CIO

AUGUST 31, 2022

The US financial services industry has fully embraced a move to the cloud, driving a demand for tech skills such as AWS and automation, as well as Python for data analytics, Java for developing consumer-facing apps, and SQL for database work. Data engineer. A master’s degree isn’t necessarily required for this role, but it’s often preferred.

Software Engineering 148

Software Engineering Data Engineering DevOps AWS 148

Datavail

JANUARY 2, 2024

Amazon Web Services (AWS) is an acclaimed cloud provider that provides various services and solutions that can help simplify the migration processes for businesses moving their Oracle E-Business Suite to the cloud. This guide will cover best practices, tools, and techniques for a seamless and effortless migration to AWS.

AWS 52

AWS Cloud Performance Hardware 52

Confluent

JULY 1, 2019

In this post, I’ll talk about why this is necessary and then show how to do it based on a couple of scenarios—Docker and AWS. Apache Kafka ® is a distributed system. AWS EC2) and on-premises machines locally (or even in another cloud). on AWS, etc.) Docker network, AWS VPC, etc.). We’ve got a broker on AWS.

AWS 101

AWS Network Testing How To 101

Mobilunity

APRIL 7, 2025

This language has proven itself an ideal fit for growth-oriented cost optimization strategies due to its platform independence, enterprise-grade scalability, open-source ecosystem, and strong support for cloud-native architectures. Lets review them in detail in the table below.

UI/UX 40

UI/UX Technical Review Development Software Review 40

Apiumhub

MARCH 14, 2024

An excellent way to approach it is with C4 PlantUML—a powerful tool that allows developers to generate comprehensive system architecture documentation with just a few lines of code, making the documentation process not only efficient but also an integral part of the development workflow. Detail component implementation specifics.

Software 52

Software System Architecture Architecture Azure 52

Altexsoft

JUNE 16, 2020

There are dozens of definitions for a software or technical architect, but in most general terms a person holding this position drives all critical decisions about the organization of the software system. This tech leader makes sure that a systems architecture used by a company supports its strategy and helps in achieving business goals.

Software Review 69

Software Review Technical Review Software CTO 69

Netflix Tech

SEPTEMBER 24, 2021

Table 1: Movie and File Size Examples Initial Architecture A simplified view of our initial cloud video processing pipeline is illustrated in the following diagram. Lastly, the packager kicks in, adding a system layer to the asset, making it ready to be consumed by the clients.

Cloud 96

Cloud Storage Video Media 96

LeanEssays

JULY 14, 2019

As the company outgrew its traditional cathedral-style software architecture in the early 2000’s, the leadership team felt that the growing pains could be addressed with better communication between teams. In 2018 AWS was a $25 billion / year business, growing at very fast clip. But CEO Jeff Bezos disagreed.

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

O'Reilly Media - Ideas

FEBRUARY 27, 2024

. $ sudo /bin/sh -c "$( curl -fsSL [link] Enter the plugin name: github Enter the version (latest): Discovered: - PostgreSQL version: 14 - PostgreSQL location: /usr/lib/postgresql/14 - Operating system: Linux - System architecture: x86_64 Based on the above, steampipe_postgres_github.pg14.linux_amd64.tar.gz linux_amd64.tar.gz

Open Source 107

Open Source Examples Authentication Data 107

Altexsoft

APRIL 16, 2021

A multidimensional model of data is what makes it possible for OLAP systems to extract the required information, perform complex filtering, and allow for analysis of this data. Online Analytical Processing Architecture. So let’s analyze OLAP workflow in such architecture. Data extraction.

Analytics 98

Analytics Analysis Storage Business Intelligence 98

Confluent

MARCH 4, 2019

Thus, they created different Terraform scripts for each cloud provider that would be offered as an option, such as Amazon Web Services (AWS) , Google Cloud and Microsoft Azure. This architecture is functional but has lots of drawbacks. Secondly, this architecture is very costly.

Cloud 89

Cloud Software Review Fractional CTO Banking 89

Trigent

MARCH 7, 2023

With scale comes complexity and many ways these large-scale distributed systems can fail. These outages/interruptions often occur in complex and distributed systems where many things fail simultaneously, exacerbating the problem. Depending on the system architecture, searching for and fixing errors takes a few minutes to an hour.

Engineering 52

Engineering Testing Open Source Infrastructure 52

Altexsoft

JULY 9, 2021

Edge computing architecture. IoT system architectures that outsource some processing jobs to the periphery can be presented as a pyramid with an edge computing layer at the bottom. How systems supporting edge computing work. If you implement the edge architecture on your own, see about safety precautions in advance.

IoT 59

IoT Azure USP Hardware 59

Altexsoft

NOVEMBER 12, 2020

Besides operations and software engineering, areas of experience relevant to the SRE role encompass monitoring systems, production automation, and system architecture. All members of an SRE team share responsibility for code deployment, system maintenance, automation, and change management.

DevOps 96

DevOps Engineering Software Review Weak Development Team 96

Brainvire

OCTOBER 22, 2018

ShopBack’s current user-search architecture was based on AWS Cloud platform. Through AWS, we were using an older version of Elasticsearch and missing out on the full features and benefits of the Elastic Stack. Vice President of Architecture and Operations, Influence Health. Nathan Stott. What more can one ask for?

Industry 40

Industry Case Study Automotive Healthcare 40

Netflix Tech

OCTOBER 18, 2019

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. In particular, he talked about the misattribution potential in a complex microservice architecture where often intermediary results are cached.

Metrics 52

Metrics Policies Infrastructure Architecture 52

Netflix Tech

DECEMBER 14, 2018

In this post we will provide details of the NMDB system architecture beginning with the system requirements?—?these these will serve as the necessary motivation for the architectural choices we made. AWS S3 service ) to which a client first uploads the Media Document instance data.

Media 97

Media Systems Review Storage Performance 97

The Agile Monkey

MARCH 22, 2019

The key concept of OpenWhisk is that it is based on Docker containers, so you don’t have to worry about the architectural details. Internally the architecture works as an async and loosely coupled system; as developers, we only need to develop functions that will be uploaded as actions.

IoT 40

IoT Applications Serverless Architecture 40

Modus Create

JUNE 18, 2021

Similarly, it becomes equally important to evaluate the infrastructure, CI/CD, and system architecture to find gaps and vulnerabilities. Many cloud computing platforms such as AWS have shared best practices for their solutions. This is especially useful for detecting encryption errors. Learn More.

Software Review 40

Software Review Development Team Review Technical Review Systems Review 40

Netflix Tech

OCTOBER 18, 2019

It featured three relevant talks from LinkedIn, Netflix and Facebook, and a platform architecture overview talk from first time participant Dropbox. In particular, he talked about the misattribution potential in a complex microservice architecture where often intermediary results are cached.

Metrics 40

Metrics Policies Infrastructure Architecture 40

ProdOps

JULY 1, 2018

Motivation The architecture design in the company was always striving for micro services, and was deployed on containers from very early stages. We came to an understanding that a re-architecture is required and that orchestrating the services is the natural way to go. Instances on AWS sometimes just die. Sudden Death ?—?Instances

AWS 40

AWS Architecture Testing Metrics 40

LeanEssays

JANUARY 22, 2018

And thus, we have Amazon Web Services (AWS), also known as ‘the Cloud’. As more and more companies move to the cloud they would be wise to understand that before it was a system architecture, the Cloud was an organizational architecture designed to streamline communication. You could feel the tail wind.

Artificial Inteligence 49

Artificial Inteligence Artificial Intelligence Weak Development Team Lambda 49

Datica

JUNE 17, 2019

The best road to interoperability in healthcare available to us today is to demand an open architecture from vendors and technology providers. Rejecting point solutions with closed architecture and embracing vendor-neutral open architecture is the first step on a long path towards meaningful healthcare interoperability.

Healthcare 40

Healthcare Blockchain Technical Review Systems Review 40

AWS Machine Learning - AI

APRIL 14, 2025

The solution lies in implementing a multi-agent architecture, which involves decomposing the main system into smaller, specialized agents that operate independently. Memory management in AI systems differs between single-agent and multi-agent architectures. They can be conditional branches or fixed transitions.

Artificial Inteligence 127

Artificial Inteligence System Hotels AWS 127

AWS Machine Learning - AI

NOVEMBER 12, 2024

This post describes how Agmatix uses Amazon Bedrock and AWS fully featured services to enhance the research process and development of higher-yielding seeds and sustainable molecules for global agriculture. AWS generative AI services provide a solution In addition to other AWS services, Agmatix uses Amazon Bedrock to solve these challenges.

Generative AI 121

Generative AI AWS Chemicals Sustainability 121

AWS Machine Learning - AI

APRIL 2, 2025

Due to their massive size and the need to train on large amounts of data, FMs are often trained and deployed on large compute clusters composed of thousands of AI accelerators such as GPUs and AWS Trainium. The following diagram illustrates the solution architecture. in the aws-do-ray GitHub repo. The fsdp-ray.py

Scalability 115

Scalability Artificial Inteligence AWS Training 115

AWS Machine Learning - AI

JANUARY 28, 2025

This optimization is available in the US East (Ohio) AWS Region for select FMs, including Anthropics Claude 3.5 In this section, we explore how different system components and architectural decisions impact overall application responsiveness. Rupinder Grewal is a Senior AI/ML Specialist Solutions Architect with AWS.

Artificial Inteligence 76

Artificial Inteligence Generative AI Metrics Applications 76