AWS Machine Learning - AI

APRIL 29, 2025

For both types of vulnerabilities, red teaming is a useful mechanism to mitigate those challenges because it can help identify and measure inherent vulnerabilities through systematic testing, while also simulating real-world adversarial exploits to uncover potential exploitation paths. What is red teaming?

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

James Shore

MAY 31, 2021

Evolutionary System Architecture. What about your system architecture? By system architecture, I mean all the components that make up your deployed system. Your network gateways and load balancers. When you do, you get evolutionary system architecture. 2 Is your architecture more complex than theirs?

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System Architecture Architecture Systems Review System 94

Existek

MARCH 24, 2025

QA engineers: Test functionality, security, and performance to deliver a high-quality SaaS platform. First, it allows you to test assumptions and gather user feedback for improvements. Testing MVP with early adopters It’s important to remember that early adopters’ experience offers valuable feedback.

Development 52

Development How To Technical Review Quality Assurance 52

Cloudera

JULY 15, 2021

The release of Cloudera Data Platform (CDP) Private Cloud Base edition provides customers with a next generation hybrid cloud architecture. Adjacent test and development environments can then be used to validate escalating these changes into production. Introduction and Rationale. Recommended deployment patterns.

Architecture 102

Architecture Cloud Data Technical Advisors 102

OpenCredo

MAY 18, 2023

Considering that the big three cloud vendors (AWS, GCP, and Microsoft Azure) all now offer their own flavour of managed Kubernetes services, it is easy to see how it has become ever more prolific in the “cloud-native architecture” space. Like all cloud-native technologies, Kubernetes can be a challenge to test locally.

Load Balancer 72

Load Balancer Testing Azure Cloud 72

AWS Machine Learning - AI

APRIL 16, 2025

Furthermore, LoRAX supports quantization methods such as Activation-aware Weight Quantization (AWQ) and Half-Quadratic Quantization (HQQ) Solution overview The LoRAX inference container can be deployed on a single EC2 G6 instance, and models and adapters can be loaded in using Amazon Simple Storage Service (Amazon S3) or Hugging Face.

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Artificial Inteligence Generative AI AWS Storage 104

Daniel Bryant

MAY 12, 2019

release notes , we have recently added early access support for advanced ingress load balancing and session affinity in the Ambassador API gateway, which is based on the underlying production-hardened implementations within the Envoy Proxy. As we wrote in the Ambassador 0.52 Session Affinity: a.k.a

Load Balancer 40

Load Balancer Policies Virtualization Network 40

Mobilunity

DECEMBER 26, 2024

Assess application structure Examine application architectures, pinpointing possible issues with monolithic or outdated systems. Choosing the right cloud and data migration strategies Design cloud architecture Create a cloud-native framework that includes redundancy, fault tolerance, and disaster recovery. Contact us Step #5.

AWS 52

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Xebia

JANUARY 18, 2024

Public Application Load Balancer (ALB): Establishes an ALB, integrating the previous SSL/TLS certificate for enhanced security. Architecture Overview The accompanying diagram illustrates the architecture of our deployed infrastructure, showcasing the relationships between key components.

AWS 147

AWS Network Load Balancer Software Review 147

Honeycomb

MARCH 18, 2020

The Graviton2 processor uses the aarch64 (“arm64”) architecture rather than x86_64 (“amd64”), so workloads reliant upon native x86, and their toolchains, do require being recompiled to function. In this blog, we’ll address how much work is involved in changing architectures, and whether it’s worth it.

Load Balancer 135

Load Balancer AWS Architecture Performance 135

Firemon

APRIL 11, 2023

Agree upon a deployment option to ensure the recommended architecture is set up in advance of the PoC (e.g., FireMon will provide a workbook to simplify this process.

Load Balancer 98

Load Balancer Firewall Compliance Policies 98

Datavail

MAY 26, 2021

Perform Performance and Functional Testing at Scale. To get the most out of your testing, you should: Use the same hardware as your production environment. To get the most out of your testing, you should: Use the same hardware as your production environment. Test against a product size data set. MariaDB MaxScale 2.5

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Disaster Recovery How To Open Source Load Balancer 97

Xebia

DECEMBER 21, 2022

This post explores a proof-of-concept (PoC) written in Terraform , where one region is provisioned with a basic auto-scaled and load-balanced HTTP * basic service, and another recovery region is configured to serve as a plan B by using different strategies recommended by AWS. Pilot Light strategy diagram.

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Disaster Recovery AWS Strategy Backup 130

Kentik

JUNE 27, 2023

We designed this new map specifically around Azure hybrid cloud architectural patterns in response to the needs of some of our largest enterprise customers. It also provides custom alerts and synthetic testing for each environment, including Azure.

Azure 105

Azure Cloud Load Balancer Firewall 105

Netflix Tech

AUGUST 29, 2023

For Inter-Process Communication (IPC) between services, we needed the rich feature set that a mid-tier load balancer typically provides. These design principles led us to client-side load-balancing, and the 2012 Christmas Eve outage solidified this decision even further.

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Load Balancer Off-The-Shelf Systems Review Microservices 91

Sunflower Lab

MARCH 29, 2018

Understand the pros and cons of monolithic and microservices architectures and when they should be used – Why microservices development is popular. The traditional method of building monolithic applications gradually started phasing out, giving way to microservice architectures. Benefits of Microservices Architecture.

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Microservices Architecture Applications Software Review 60

CircleCI

MAY 13, 2021

Now, continuous integration and continuous deployment (CI/CD) pipelines that automate application build, test, and deployment help keep environments up as much as possible, and speed up the deployment process. Your application and deployment architecture plays a key role in minimizing or even eliminating deployment downtime.

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Load Balancer Enterprise Disaster Recovery Architecture 64

Kentik

APRIL 4, 2023

Highly available networks are resistant to failures or interruptions that lead to downtime and can be achieved via various strategies, including redundancy, savvy configuration, and architectural services like load balancing. Resiliency. Resilient networks can handle attacks, dropped connections, and interrupted workflows.

Network 104

Network Load Balancer Cloud Backup 104

Honeycomb

NOVEMBER 25, 2024

This successful approach for continuous delivery also eliminated the need for a staging environment, which had become inefficient and costly in a microservices-based architecture. With Honeycomb, we now test in production with small increments, which also saved us the $90,000 yearly cost of maintaining a staging cluster ,” Bruno explained.

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Continuous Delivery Metrics Engineering Fractional CTO 59

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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Artificial Inteligence Generative AI AWS Load Balancer 135

RapidValue

OCTOBER 12, 2020

In an effort to avoid the pitfalls that come with monolithic applications, Microservices aim to break your architecture into loosely-coupled components (or, services) that are easier to update independently, improve, scale and manage. Key Features of Microservices Architecture. Microservices Architecture on AWS.

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Microservices AWS Architecture Applications 53

CircleCI

MAY 20, 2019

While the rise of microservices architectures and containers has sped up development cycles for many, managing them in production has created a new level of complexity as teams are required to think about managing the load balancing and distribution of these services. VMware Code Stream new.

Development 103

Development Azure Microservices Load Balancer 103

Xebia

JANUARY 25, 2023

The successful revolution and evolution of GitOps practices in mainstream enterprises stem from the ability to give teams a process to streamline their unique paradigms and sets of practices, with the sole intention of producing more efficient integration, testing, delivery, deployment, analytics, and governance of code.

Azure 130

Azure Architecture Systems Review Software Review 130

AWS Machine Learning - AI

SEPTEMBER 17, 2024

We use this data and ACLs to test permissions-based access to the embeddings in a RAG scenario with Amazon Bedrock. The chatbot application container is built using Streamli t and fronted by an AWS Application Load Balancer (ALB). The following architecture diagram illustrates the various components of our solution.

Generative AI 96

Generative AI AWS Applications Serverless 96

OTS Solutions

JUNE 9, 2023

It is maintained by Google and provides a range of features, such as data binding, dependency injection, and testing. Additionally, Ruby on Rails includes a wide range of libraries and tools, including tools for database management, testing, and deployment, which further simplifies the development process. Key features of Node.js

Enterprise 130

Enterprise Applications Development Scalability 130

OTS Solutions

JUNE 9, 2023

It is maintained by Google and provides a range of features, such as data binding, dependency injection, and testing. Additionally, Ruby on Rails includes a wide range of libraries and tools, including tools for database management, testing, and deployment, which further simplifies the development process. Key features of Node.js

Enterprise 130

Enterprise Applications Development Scalability 130

AWS Machine Learning - AI

AUGUST 27, 2024

Currently, users might have to engineer their applications to handle scenarios involving traffic spikes that can use service quotas from multiple regions by implementing complex techniques such as client-side load balancing between AWS regions, where Amazon Bedrock service is supported. Plan and execute the migration.

AWS 140

AWS Generative AI Load Balancer Applications 140

AWS Machine Learning - AI

AUGUST 20, 2024

In this architecture, Amazon Q Business acts as an intermediary, translating natural language into precise SQL queries. In this post, we discuss an architecture to query structured data using Amazon Q Business, and build out an application to query cost and usage data in Amazon Athena with Amazon Q Business.

Enterprise 119

Enterprise Data Artificial Inteligence Technical Review 119

Mobilunity

APRIL 22, 2025

CI enables developers to merge code changes frequently while running automated tests, which helps in quickly identifying and resolving issues. Reduces errors and improves overall software quality with continuous testing and integration. Cost-Effectiveness through Serverless Computing: Utilizes serverless architectures (e.g.,

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

CircleCI

MARCH 30, 2021

Arm processors and architectures are becoming widely available as development teams adopt them as compute nodes in many application infrastructures. Organizations that need to run microservices, application servers, databases, and other workloads in a cost-effective way will continue to turn to the Arm architecture. Prerequisites.

Resources 83

Resources AWS Architecture Testing 83

Openxcell

JULY 25, 2023

Well, a web application architecture enables retrieving and presenting the desirable information you are looking for. Whether you are a seasoned developer, a creative designer, or a witty entrepreneur, understanding Web Application Architecture is paramount. And the importance of choosing the right architecture.

Architecture 52

Architecture Applications UI/UX Software Review 52

AWS Machine Learning - AI

APRIL 24, 2024

Technical overview The following diagram illustrates the architecture to deploy an AI assistant with Agents for Amazon Bedrock. It is hosted on Amazon Elastic Container Service (Amazon ECS) with AWS Fargate , and it is accessed using an Application Load Balancer. The state is deleted after a configurable idle timeout elapses.

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Artificial Inteligence Lambda Knowledge Base IoT 137

OTS Solutions

SEPTEMBER 5, 2023

Security is supposed to be part of the automated testing and should be built into the continuous integration and deployment processes. Automated performance testing Another important factor to think about when it comes to being a competent mobile app developer is automated performance testing.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

Altexsoft

FEBRUARY 24, 2023

For testing purposes, a cluster may have a single node but on average it uses five nodes with 16 to 32 GB of memory each in the public clouds and nine nodes with 32 to 64 GB when deployed on-premises Components of a Kubernetes cluster. But there are other pros worth mentioning.

Weak Development Team 83

Weak Development Team Load Balancer Technical Review Microservices 83

CircleCI

MARCH 22, 2021

Instead, you would first test with some internal users, then open up to early adopters. First, to verify the validity of your application, you should have decent test coverage. Ideally, all testing efforts should be fully automated and should run on each build. Most applications begin with a small to medium-sized user base.

Applications 59

Applications Load Balancer Software Review Storage 59

Perficient

OCTOBER 4, 2023

In this blog, I will look at these several factors compared across the architecture differences of AEM with Adobe Managed Services (AMS) compared to the newer AEM as a Cloud Service (AEMaaCS) architecture. Nevertheless, we have set an assumption below to compare the speed between AEM on AMS and AEM on Cloud.

Cloud 52

Cloud Load Balancer Systems Review Testing 52

d2iq

JULY 18, 2022

These services must be integrated and tested. 5) Configuring a load balancer The first requirement when deploying Kubernetes is configuring a load balancer. Without automation, admins must configure the load balancer manually on each pod that is hosting containers, which can be a very time-consuming process.

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Load Balancer Disaster Recovery Open Source Technical Support 59