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.

Artificial Inteligence 105

Artificial Inteligence Generative AI AWS Load Balancer 105

Xebia

JANUARY 25, 2023

Traditionally, ArgoCD within GitOps has been deployed as a centralized CD tool within the agile architecture of CI/CD pipelines. So why a federated architecture? The purpose of this architecture is to achieve three central goals. The concept of Federation is a decentralization of power (i.e.,

Azure 130

Azure Architecture Systems Review Software Review 130

Cloudera

JULY 15, 2021

The release of Cloudera Data Platform (CDP) Private Cloud Base edition provides customers with a next generation hybrid cloud architecture. This unified distribution is a scalable and customizable platform where you can securely run many types of workloads. Please review the full networking and security requirements. .

Architecture 100

Architecture Cloud Data Technical Advisors 100

OTS Solutions

SEPTEMBER 5, 2023

Agile Project Management: Agile management is considered the best practice in DevOps when operating in the cloud due to its ability to enhance collaboration, efficiency, and adaptability. By breaking down complex applications into smaller, independent components, microservices allow for better scalability, flexibility, and fault tolerance.

DevOps 130

DevOps Cloud Software Review Weak Development Team 130

Kaseya

AUGUST 10, 2021

While it is impossible to completely rule out the possibility of downtime, IT teams can implement strategies to minimize the risk of business interruptions due to system unavailability. High availability is often synonymous with high-availability systems, high-availability environments or high-availability servers.

Load Balancer 72

Load Balancer Disaster Recovery Systems Review Backup 72

Perficient

JULY 20, 2023

It offers unparalleled scalability, flexibility, and cost-effectiveness. In this blog, we will highlight five specific strategies for Cloud FinOps, focusing on autoscaling, budgets, reservations, monitoring for under-utilized resources, and architecting systems for cost efficiency. Docker) allows for better resource utilization.

Cloud 52

Cloud Strategy Weak Development Team Load Balancer 52

Perficient

MAY 10, 2023

In this article, we’ll review network connections for integrating AVS into other Azure services and systems outside of Azure. Figure 1 includes a sample architecture using Virtual WAN. Management systems within the AVS environment will not honor the 0.0.0.0/0 Figure 1: Connectivity into an Azure Virtual WAN.

Azure 97

Azure WAN Virtualization Internet 97

The Citus Data

MARCH 26, 2022

The easiest way to use Citus is to connect to the coordinator node and use it for both schema changes and distributed queries, but for very demanding applications, you now have the option to load balance distributed queries across the worker nodes in (parts of) your application by using a different connection string and factoring a few limitations.

Testing 126

Testing Load Balancer Open Source Applications 126

Openxcell

MAY 12, 2023

Through AWS, Azure, and GCP’s respective cloud platforms, customers have access to a variety of storage, computation, and networking options.Some of the features shared by all three systems include fast provisioning, self-service, autoscaling, identity management, security, and compliance. You will pay $5.32

Google Cloud 52

Google Cloud Azure AWS Cloud 52

Honeycomb

NOVEMBER 17, 2023

Software systems are increasingly complex. The interplay of distributed architectures, microservices, cloud-native environments, and massive data flows requires an increasingly critical approach : observability. Observability starts by collecting system telemetry data, such as logs, metrics, and traces.

Metrics 126

Metrics Software Review Analysis Technical Review 126

Instaclustr

SEPTEMBER 9, 2021

It extends the search functionality of Lucene by providing a distributed, horizontally scalable, and highly available search and analytics platform. We will review some of the building blocks that make Elasticsearch and OpenSearch some of the leading analytics and search engines. Elasticsearch Architecture. Scalability.

Architecture 55

Architecture Metrics Scalability Analytics 55

Modus Create

JUNE 7, 2022

Application modernization is an initiative for assessing legacy applications and updating their infrastructure, architecture, and features to leverage recent technical innovations. A performance bottleneck in a single area necessitates complex refactoring or the acquisition of additional infrastructure to bolster the entire system.

Applications 98

Applications Technical Review Enterprise Microservices 98

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.

Microservices 60

Microservices Architecture Applications Software Review 60

Altexsoft

SEPTEMBER 21, 2023

From those home-made beginnings as Compass, Elasticsearch has matured into one of the leading enterprise search engines, standing among the top 10 most popular database management systems globally according to the Stack Overflow 2023 Developer Survey. Key components of the Elasticsearch architecture.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 52

Altexsoft

MARCH 3, 2021

REST is short for Representational State Transfer, an architectural style for building web services that interact via an HTTP protocol. Its principles were formulated in 2000 by computer scientist Roy Fielding and gained popularity as a scalable and flexible alternative to older methods of machine-to-machine communication.

Software Review 122

Software Review Technical Review Systems Review Resources 122

CircleCI

MARCH 22, 2021

Making sure you have valid unit test and regression test coverage also prevents problems that arise due to any changes to the codebase required later for scaling. Partition tolerance — the system continues to operate despite an arbitrary number of messages being dropped (or delayed) by the network between nodes.

Applications 59

Applications Load Balancer Software Review Storage 59

Netflix Tech

NOVEMBER 3, 2022

As the number of Titus users increased over the years, the load and pressure on the system increased substantially. The original assumptions and architectural choices were no longer viable. Overview The figure below depicts a simplified high-level architecture of a single Titus cluster (a.k.a

Systems Review 89

Systems Review System Testing Scalability 89

Perficient

MARCH 3, 2023

They want to deploy a powerful content management solution on a scalable and highly available platform and also shift focus from infrastructure management so that their IT teams focus on content delivery. AEM serves as a hybrid Content Management System (CMS) that enables you to deliver and manage context-optimized omnichannel experiences.

AWS 64

AWS Technical Review Load Balancer Cloud 64

Cloudera

JANUARY 31, 2024

Replication is a crucial capability in distributed systems to address challenges related to fault tolerance, high availability, load balancing, scalability, data locality, network efficiency, and data durability. It forms a foundational element for building robust and reliable distributed architectures.

Policies 69

Policies Metrics Load Balancer Software Review 69

Kentik

FEBRUARY 7, 2023

But what are network operators to do when their cloud networks have to be distributed, both architecturally and geographically? They do, however, represent an architectural response to the central problem of data gravity. Once the customer data was staged next to the identity system, most applications worked great for the customers.

Network 59

Network Cloud Data Data Center 59

Kaseya

SEPTEMBER 14, 2022

Scalability and capacity planning: Moreover, capacity planning is difficult for businesses in the growth stage due to cyclical change in demand that places an unpredictable load on IT infrastructure. Multicloud setups involve connecting multiple public clouds in one architecture to create a single user experience.

Strategy 59

Strategy Cloud Software Review Technical Review 59

Netflix Tech

NOVEMBER 26, 2018

Scaling Push Messaging for Millions of Netflix Devices Susheel Aroskar , Senior Software Engineer Abstract: Netflix built Zuul Push, a massively scalable push messaging service that handles millions of always-on, persistent connections to proactively push time-sensitive data, like personalized movie recommendations, from the AWS Cloud to devices.

AWS 45

AWS Load Balancer Software Engineering Software Review 45

Gorilla Logic

JULY 18, 2018

But if it’s the first time you’ve come across the term, the main point of this article is to show you how to implement amazing, container-based software architecture, so welcome. I needed something to manage the containers, because they needed to be connected to the outside world for tasks such as load balancing, distribution and scheduling.

Load Balancer 59

Load Balancer Software Review Open Source Scalability 59

Xicom

JUNE 18, 2020

With the customer feedback and user’s review, you may improve and upgrade the app with the additional features which in turn increase your app users. Now that’s where your app scalability is the biggest issue that restricts users to access your app smoothly! What is App Scalability? to offer seamless app experience.

SOA 52

SOA How To AWS Technical Advisors 52

Modus Create

AUGUST 17, 2022

Organizations across industries use AWS to build secure and scalable digital environments. . AWS provides a few native tools that can help you gather cost data and system metrics to identify cost-related inefficiencies in your setup: AWS Cost Explorer. Then, you can delete these load balancers to reduce costs. Conclusion.

AWS 52

AWS Serverless Load Balancer Lambda 52

Openxcell

DECEMBER 27, 2021

Conditional dependencies and app scalability were issues with the platform. Node came in handy for Trello’s system updates, which required many open connections. Node came in handy for Trello’s system updates, which required many open connections. is scalable because it uses a single-threaded design with event looping.

Comparison 52

Comparison Development MVC Software Review 52

Openxcell

DECEMBER 27, 2021

include its speed, scalability, and the fact that developers can use it to develop both frontend and backend with a single unified stack. is popularly used to run real-time server applications, and also it runs on various operating systems including, Microsoft Windows, Linux, OS X, etc. Highly scalable. Highly scalable.

Technical Review 52

Technical Review Technology Software Review Open Source 52

UruIT

JANUARY 30, 2019

The way to build software has changed over time; there are now many paradigms, languages, architectures and methodologies. I also had to read a lot, not only about technologies, but also about operating systems, volumes, and Unix sockets, among others things. How microservices are changing the way we make applications.

Microservices 91

Microservices Disaster Recovery Software Review Systems Review 91

Kentik

MARCH 6, 2019

Networking is not evaporating into the cloud but instead has become a critical component that underpins every part of modern application architecture. It is a network solution for Kubernetes and is described as simple, scalable and secure. For container cluster networking, there is the Docker model and the Kubernetes model.

Network 63

Network Microservices .Net Load Balancer 63

CircleCI

OCTOBER 20, 2022

Containers work hand in hand with modern cloud native development practices by making applications more portable, efficient, and scalable. The container orchestration system also requires less time and human capital to manage than manual deployments, saving additional costs. This section reviews some of the most popular.

Open Source 52

Open Source Azure Resources Load Balancer 52

Openxcell

JANUARY 24, 2022

In the dawn of modern enterprise, architecture is defined by Infrastructure as a code (IaC). Today a successful business requires a wide spectrum of scalability and sustainable flexibility in deploying, infrastructure provisioning, and orchestrating disparate data resources. What is Infrastructure as Code? Discontinue environments.

Software Review 52

Software Review Infrastructure DevOps Tools 52

High Scalability

NOVEMBER 25, 2019

He and his colleagues spend their productive hours scaling large distributed file systems. Our only option was to roll up our sleeves and build basic cloud file system components such as object store ourselves. In general, Egnyte connect architecture shards and caches data at different levels based on: Amount of data.

Architecture 21

Architecture Data Center Software Review Storage 21

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. Some of the essential elements of such a data system are (a) reliability and availability?

Media 94

Media Systems Review Storage Performance 94

Cloudera

OCTOBER 20, 2020

Allocate scan ranges to nodes based on data locality and the scheduler’s load balancing heuristics. This trade-off can be managed by changing –admission_control_slots to be greater than, or equal to the number of cores on the system. The process is summarized below. Impact to Resource Consumption. Analytic Functions.

Storage 103

Storage Performance Software Review Analytics 103

Instaclustr

OCTOBER 14, 2019

has taken 2 years to develop (and the focus has now shifted to testing as the project approaches an official release), and due to a variety of improvements (e.g. From Zero Copy Faster Streaming support to Virtual Tables and Audit Logging) will offer better operability, scalability, latencies, and recoveries. How good is that!

Technical Review 36

Technical Review Technology Report Open Source 36

Confluent

OCTOBER 10, 2019

Most scenarios require a reliable, scalable, and secure end-to-end integration that enables bidirectional communication and data processing in real time. Let’s now take a look at the 10,000-foot view of a robust IoT integration architecture. End-to-end enterprise integration architecture. Example: E.ON. Example: Target.

IoT 20

IoT Internet Weak Development Team Scalability 20

Instaclustr

OCTOBER 14, 2019

has taken 2 years to develop (and the focus has now shifted to testing as the project approaches an official release), and due to a variety of improvements (e.g. From Zero Copy Faster Streaming support to Virtual Tables and Audit Logging) will offer better operability, scalability, latencies and recoveries. How good is that!

Technical Review 28

Technical Review Technology Report Open Source 28