AWS Machine Learning - AI

MAY 30, 2024

Prompt engineering Prompt engineering is crucial for the knowledge retrieval system. The Streamlit app is hosted on an Amazon Elastic Cloud Compute (Amazon EC2) fronted with Elastic Load Balancing (ELB), allowing Vitech to scale as traffic increases. Prompts also help ground the model.

Artificial Inteligence 129

Artificial Inteligence Technical Review Development Team Review Software Review 129

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 135

Artificial Inteligence Lambda Knowledge Base IoT 135

AWS Machine Learning - AI

MARCH 28, 2024

If you’re implementing complex RAG applications into your daily tasks, you may encounter common challenges with your RAG systems such as inaccurate retrieval, increasing size and complexity of documents, and overflow of context, which can significantly impact the quality and reliability of generated answers. We use an ml.t3.medium

Artificial Inteligence 134

Artificial Inteligence Generative AI AWS Load Balancer 134

Mobilunity

FEBRUARY 12, 2025

Python in Web Application Development Python web projects often require rapid development, high scalability to handle high traffic, and secure coding practices with built-in protections against vulnerabilities. This way, Pythons rich ecosystem and scalability make it integral to Netflixs AI innovation.

Programming 40

Programming Applications Software Review Systems Review 40

Confluent

SEPTEMBER 24, 2019

Load balancing and scheduling are at the heart of every distributed system, and Apache Kafka ® is no different. Kafka clients—specifically the Kafka consumer, Kafka Connect, and Kafka Streams, which are the focus in this post—have used a sophisticated, paradigmatic way of balancing resources since the very beginning.

Load Balancer 16

Load Balancer Groups Software Review Resources 16

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

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. Different teams can develop, maintain, and change integration to devices and machines without being dependent on other sources or the sink systems that process and analyze the data.

IoT 20

IoT Internet Weak Development Team Scalability 20

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

OpenCredo

FEBRUARY 5, 2019

An important part of ensuring a system is continuing to run properly is around gathering relevant metrics about the system so that they can either have alerts triggered on them, or graphed to aid diagnosing problems. Introduction. The metrics are stored in blocks encompassing a configured period of time (by default 2 hours).

Load Balancer 74

Load Balancer Metrics Open Source Systems Review 74

Xebia

JANUARY 25, 2023

Similarly, the issue of scalability is truly solved as each team has its own dedicated ArgoCD instance that can manage as many cluster(s) as they want – without compromising the resource and algorithmic integrity of ArgoCD within the Kubernetes cluster and within the entire ArgoCD ecosystem as well.

Azure 130

Azure Architecture Systems Review Software Review 130

Altexsoft

MARCH 3, 2021

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. Operating within these constraints, the system gains desirable properties. ?lient-server It still remains the gold standard for public APIs.

Software Review 122

Software Review Technical Review Systems Review Resources 122

Perficient

MAY 10, 2023

In this article, we’ll review network connections for integrating AVS into other Azure services and systems outside of Azure. Management systems within the AVS environment will not honor the 0.0.0.0/0 Azure Public IP addresses can be consumed by NSX Edge and leveraged for NSX services like SNAT, DNAT, or Load Balancing.

Azure 97

Azure WAN Virtualization Internet 97

Altexsoft

MAY 29, 2020

So, developers often build bridges – Application Programming Interfaces – to have one system get access to the information or functionality of another. Remote Procedure Call (RPC): invoking a function on another system. Tight coupling to the underlying system. Four major API styles compared. How RPC works.

Architecture 142

Architecture Microservices Systems Review Weak Development Team 142

InnovationM

SEPTEMBER 5, 2024

Advantages: Scalability: Services can be scaled independently according to their specific load and performance requirements. This isolation improves overall system reliability and availability. Data Consistency: Maintaining data consistency across services can be challenging due to the decentralized nature of data management.

Microservices 52

Microservices Architecture Load Balancer Software Review 52

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. Scaling file storage.

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. cell): Titus Job Coordinator is a leader elected process managing the active state of the system. When a new leader is elected it loads all data from external storage.

Systems Review 92

Systems Review System Testing Technical Review 92

Gorilla Logic

JULY 18, 2018

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. It provides developers and DevOps with the software they need to build and deploy distributed, scalable, and reliable systems.

Load Balancer 59

Load Balancer Software Review Open Source Scalability 59

Cloudera

JANUARY 21, 2022

Key management systems handle encryption keys. System metadata is reviewed and updated regularly. The secure cluster is one in which all data, both data-at-rest and data-in-transit, is encrypted and the key management system is fault-tolerant. Auditing procedures keep track of who accesses the cluster (and how).

Architecture 112

Architecture Data Authentication Policies 112

Modus Create

JUNE 7, 2022

Competitors with agile, modern platforms can gain a market advantage by offering capabilities that are too cost-prohibitive or technically complex for aging systems to implement. A performance bottleneck in a single area necessitates complex refactoring or the acquisition of additional infrastructure to bolster the entire system.

Applications 75

Applications Technical Review Enterprise Microservices 75

Modus Create

SEPTEMBER 4, 2019

Review the official Atlassian Licensing FAQs as this is subject to change. Server doesn’t support clustering and high-availability, which is crucial for ensuring a mission-critical system is accessible 24/7. When systems go down, loss of productivity translates into extra cost for your company.

Cloud 13

Cloud Data Center Azure AWS 13

Cloudera

JULY 15, 2021

This blog post provides an overview of best practice for the design and deployment of clusters incorporating hardware and operating system configuration, along with guidance for networking and security as well as integration with existing enterprise infrastructure. Please review the full networking and security requirements. .

Architecture 102

Architecture Cloud Data Technical Advisors 102

Openxcell

JUNE 9, 2023

Coupling all components requires extra effort; moreover, in a few cases, vulnerabilities increase to respond to the changes in the system. is an open-source server environment that can run on multiple operating systems like Windows, Linux, Unix, MacOS, and many more. 6) Integration with existing systems: Node.js Employing Node.js

Microservices 52

Microservices Software Review How To Systems Review 52

O'Reilly Media - Ideas

AUGUST 20, 2024

Camille offers a holistic definition of platform engineering: “ a product approach to developing internal platforms that create leverage by abstracting away complexity , being operated to provide reliable and scalable foundations , and by enabling application engineers to focus on delivering great products and user experiences.”

Engineering 140

Engineering Software Review Weak Development Team Software Development 140

Altexsoft

DECEMBER 4, 2020

Data migration projects range from a mundane database upgrade to a global shift of the enterprise system to the cloud. Among cons of the do-it-yourself approach is the need for coding skills, extra time your engineers have to spend on scripting, and scalability issues. Performance and scalability. Types of data migration tools.

Software Review 69

Software Review Software Data Technical Review 69

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

Mobilunity

DECEMBER 19, 2024

No wonder Amazon Web Services has become one of the pillars of todays digital economy, as it delivers flexibility, scalability, and agility. AWS cost optimization: The basic things to know AWS provides flexibility and scalability, making it an almost irreplaceable tool for businesses, but these same benefits often lead to inefficiencies.

Budget 52

Budget AWS Strategy Cloud 52

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

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

Trigent

MARCH 8, 2021

Outsourcing QA has become the norm on account of its ability to address the scalability of testing initiatives and bring in a sharper focus on outcome-based engagements. Due care needs to be exercised to know if their recommendations are grounded in delivery experience. An often overlooked area is the partner’s integrity.

Testing 98

Testing Software Review DevOps Technical Review 98

Kentik

MAY 31, 2023

Here are a few examples of potential unintended side effects of relying on multizonal infrastructure for resiliency: Split-brain scenario : In a multizonal deployment with redundant components, such as load balancers or routers, a split-brain scenario can occur. I wrote an article a while ago addressing latency.

Network 52

Network Cloud Load Balancer Systems Review 52

UruIT

JANUARY 30, 2019

I also had to read a lot, not only about technologies, but also about operating systems, volumes, and Unix sockets, among others things. The concept is quite simple, instead of attacking 30 nations at the same time, they devised an adoption system in which each of the tribes could adhere to the empire and obtain its benefits.

Microservices 91

Microservices Disaster Recovery Software Review Systems Review 91

Netflix Tech

DECEMBER 14, 2018

In this post we will provide details of the NMDB system architecture beginning with the system requirements?—?these A fundamental requirement for any lasting data system is that it should scale along with the growth of the business applications it wishes to serve. key value stores generally allow storing any data under a key).

Media 96

Media Systems Review Storage Performance 96

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

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

Kentik

MARCH 6, 2019

Let’s first review a few basic Kubernetes concepts: Pod: “A pod is the basic building block of Kubernetes,” which encapsulates containerized apps, storage, a unique network IP, and instructions on how to run those containers. It is a network solution for Kubernetes and is described as simple, scalable and secure.

Network 63

Network Microservices .Net Load Balancer 63

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

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. Easy scalability. Cloud services offer high scalability and availability to their users. Hybrid Cloud.

Strategy 59

Strategy Cloud Software Review Technical Review 59