Netflix Tech

JANUARY 10, 2024

Since then, the video pipeline has undergone substantial improvements and broad expansions: Starting with Standard Dynamic Range (SDR) at Standard-Definitions , we expanded the encoding pipeline to 4K and High Dynamic Range (HDR) which enabled support for our premium offering. This introductory blog focuses on an overview of our journey.

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Microservices Video Technical Review Systems Review 95

Dzone - DevOps

APRIL 27, 2023

Microservices architecture has become increasingly popular in recent years due to its ability to enable flexibility, scalability, and rapid deployment of applications. However, designing and implementing microservices can be complex, and it requires careful planning and architecture to ensure the success of the system.

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Microservices Systems Review Software Review Guidelines 72

Accenture

APRIL 10, 2019

Microservices architecture has become popular over the last several years. Many organizations have seen significant improvements in critical metrics such as time to market, quality, and productivity as a result of implementing microservices. Recently, however, there has been a noticeable backlash against microservices.

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Microservices Technical Review Software Review Systems Review 81

AWS Machine Learning - AI

MARCH 13, 2025

The absence of centralized workflow definitions means that message processing occurs naturally based on publication timing and agent availability, creating a fluid and adaptable system that can evolve with changing requirements. This pattern excels in scenarios where the workflow needs to be tightly managed, audited, and debugged.

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Artificial Inteligence Lambda Travel Generative AI 95

CIO

FEBRUARY 14, 2023

DataStax Real-time data and decisioning First, a few quick definitions. Cloud-native apps, microservices and mobile apps drive revenue with their real-time customer interactions. Kubernetes is a container orchestration system that automates the management, scaling, and deployment of microservices.

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Artificial Inteligence Strategy Data Machine Learning 174

Dion Hinchcliffe's Web 2.0 Blog

SEPTEMBER 7, 2018

Microservices is now a current topic of this debate, as the overall approach is perhaps the most strategic technology trend that’s come along in quite some time. So, you read it here first: Microservices are how most organizations will eventually conduct the majority of their business, internally and externally.

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Microservices Organization Strategy Technical Review 75

Perficient

MAY 31, 2023

Have you ever thought about what microservices are and how scaling industries integrate them while developing applications to comply with the expectations of their clients? The following information is covered in this blog: Why are Microservices used? What exactly is Microservices? Microservices Features.

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Microservices Architecture Load Balancer Applications 59

Capgemini

JANUARY 7, 2021

A potential challenge that IT teams face when in a cloud-native environment is working within a highly distributed ecosystem with multiple moving parts, such as microservices and containers. For more information, please check out The app-modernization manual: The definitive guide to building intelligent app s from Capgemini, or reach out.

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Microservices Wireless DevOps Cloud 119

AWS Machine Learning - AI

MAY 1, 2025

For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. We will deep dive into the MCP architecture later in this post. The following diagram illustrates this workflow.

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Artificial Inteligence AWS Architecture Generative AI 57

CircleCI

SEPTEMBER 22, 2022

Microservice architecture is an application system design pattern in which an entire business application is composed of individual functional scoped services, which can scale on demand. These features have made microservices architecture a popular choice for enterprises. Database management challenges for microservices.

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Microservices KPI Storage Engineering 59

Openxcell

JUNE 6, 2023

Introduction Ask any software developer and they will tell you that markets will be taken over by Microservices very soon. Microservices architecture of software is all the rage for its adaptability and ease of maintenance. In layman’s terms, it adopted Microservices architecture. What is Microservices Architecture?

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Microservices Architecture Enterprise Software Review 52

CircleCI

OCTOBER 6, 2021

Modern software development increasingly relies on distributed , service-based architectural patterns to achieve scalability, reliability, and rapid build, test, and release cycles. Two of the most popular service-based approaches are service-oriented architecture (SOA) and microservices. What are microservices?

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SOA Microservices Architecture DevOps 52

Xebia

AUGUST 29, 2023

VPC Lattice offers a new mechanism to connect microservices across AWS accounts and across VPCs in a developer-friendly way. Transit VPCs are a specific hub-and-spoke network topology that attempts to make VPC peering more scalable. In a well-architected microservice architecture, there is a good chance this is true.

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AWS Load Balancer Microservices Lambda 130

Coveros

AUGUST 31, 2021

Are you trying to shift from a monolithic system to a widely distributed, scalable, and highly available microservices architecture? ” Here’s how our teams assembled Kubernetes, Docker, Helm, and Jenkins to help produce secure, reliable, and highly available microservices. The Microservices Design Challenge.

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Microservices DevOps How To Weak Development Team 52

Altexsoft

MAY 29, 2020

With pluggable support for load balancing, tracing, health checking, and authentication, gPRC is well-suited for connecting microservices. RPC’s tight coupling makes scalability requirements and loosely coupled teams hard to achieve. Customer-specific APIs for internal microservices. How RPC works. Command API.

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Architecture Microservices Systems Review Weak Development Team 142

CircleCI

SEPTEMBER 10, 2021

We call the definition of tables and rows a schema. Another source of confusion is that there is no single definition of a NoSQL database. One thing they generally have in common is that they sacrifice some robustness to gain speed and scalability. Wide-column data stores are scalable and can hold up to petabytes of data.

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Weak Development Team Scalability Engineering Examples 118

RapidValue

FEBRUARY 18, 2021

As businesses tried to cope with changing times and navigated through remote workforces while ensuring business continuity and scalability, it is Cloud Computing that served as a backbone by ensuring a smooth transition. Thus, improving data security is definitely the need of the hour.

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Trends Cloud Artificial Intelligence Artificial Inteligence 98

Confluent

MAY 21, 2019

When you build microservices architectures, one of the concerns you need to address is that of communication between the microservices. This leads us to event streaming microservices patterns. Real-world architectures involve more than just microservices. Schemas and APIs are contracts between services. Schemas are APIs.

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Microservices Architecture Software Review Insurance 110

The Citus Data

JULY 18, 2023

Schema-based sharding gives an easy path for scaling out several important classes of applications that can divide their data across schemas: Multi-tenant SaaS applications Microservices that use the same database Vertical partitioning by groups of tables Each of these scenarios can now be enabled on Citus using regular CREATE SCHEMA commands.

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Microservices Metrics Open Source IoT 98

Perficient

AUGUST 21, 2023

Composable architecture’s textbook definition is “an approach in software design where complex systems are built by combining smaller, self-contained components or modules.” Scalability: Composable architecture allows you to scale specific parts of the system independently, which can be optimized for performance, scalability, and cost.

Architecture 98

Architecture Agile Scalability Microservices 98

Netflix Tech

FEBRUARY 9, 2021

Plans & Offers Definitions Let’s define what a plan and an offer is at Netflix. In order to accomplish this we have designed a microservice architecture that emphasizes the Separation of Concerns design principle. A plan is essentially a set of features with a price.

Engineering 58

Engineering Scalability Software Review Systems Review 58

Confluent

JULY 23, 2019

Last year, I attended mostly sessions about event-driven microservices, and this year, I’m especially interested in talks about running Kafka at scale and internals—good thing there are many of those! Gwen is the author of “Kafka—The Definitive Guide” and “Hadoop Application Architectures,” and a frequent presenter at industry conferences.

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Conference Architecture Microservices Software Engineering 18

O'Reilly Media - Ideas

OCTOBER 19, 2021

While there isn’t an authoritative definition for the term, it shares its ethos with its predecessor, the DevOps movement in software engineering: by adopting well-defined processes, modern tooling, and automated workflows, we can streamline the process of moving from development to robust production deployments.

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DevOps Data Software Review Technical Advisors 145

O'Reilly Media - Ideas

SEPTEMBER 9, 2019

The lifecycle of reliable and scalable applications delivered across the Internet presented new operational challenges for developers, engineers, and system operators. Multiple containers working together form the basis of the microservices architecture that delivers a modern application or system at scale.

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Load Balancer Microservices DevOps Infrastructure 65

Apiumhub

JULY 4, 2018

2nd software architecture meetup: Microservices Antipatterns. The topic that had the most votes was “DDD in practice: uncovering false microservices” and we decided why not to have a theoretical part with Christian Ciceri and a practical part with Oscar Galindo. DDD: testing in microservices architecture .

Software Review 62

Software Review Architecture Software Microservices 62

Capgemini

FEBRUARY 3, 2021

For example, the scalability and elasticity of the application portfolio may remain dependent on IaaS and PaaS layers. To truly achieve agility at scale with application modernization, enterprises need to think beyond the adoption of microservices, containerization, and the DevOps approach in the development process.

How To 52

How To Microservices DevOps Architecture 52

Apiumhub

MARCH 30, 2023

It definitely helps accelerate technology and meet ever-higher customer needs, seeking unique ways to keep up with the trends. Custom software development benefits Scalability Custom software can grow as the business grows and changes. Custom software development plays an important role in taking your project to the next level.

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Software Review Software Development Software Technical Review 71

Apiumhub

MAY 4, 2023

To better understand what we are talking about, let´s first understand the definition of the terms modularity and granularity (from the book Software Architecture: The Hard Parts by the same Richards, Neal Ford, Pramod Sadalage, and Zhamak Dehghani); Modularity concerns breaking up systems into separate parts.

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Software Review Microservices Systems Review Architecture 63

ParkMyCloud

APRIL 3, 2019

Task placement definitions let you choose which instances get which containers, or you can let AWS manage this by spreading across all Availability Zones. Highly scalable without having to manage the cluster masters. Task – An instantiation of a Task Definition. Multiple tasks can use the same task definition.

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AWS Load Balancer Serverless Microservices 59

Apiumhub

DECEMBER 13, 2022

Monolithic vs distributed definitions. If you introduce microservices at this stage, you are going to have to deal not only with the domain but also with all the infrastructure that goes with it. They are widely known due to their scalability and availability, among other factors. http, grpc, queues, etc.).

Architecture 83

Architecture Software Review Software Weak Development Team 83

Bernd Rucker

JULY 18, 2019

a horizontally scalable distributed workflow engine I explained that Zebee is a super performant, highly scalable and resilient cloud-native workflow engine (yeah?—?buzzwords How to make that efficiently and horizontally scalable? Say hello to cloud-native workflow automation?—?part part 2 In Zeebe.io?—?a buzzwords checked!).

Scalability 42

Scalability Data Center Data Engineering 42

Perficient

MARCH 11, 2025

Automation and Scalability The pipeline automates the entire CI/CD workflow, including code fetching, building, testing, and deployment. Microservices : It is based on loosely coupled architecture and supports distributed best for microservices. Create a task Definition. unit and integration tests) to run concurrently.

AWS 52

AWS Microservices Infrastructure Virtualization 52

Confluent

MARCH 19, 2019

Starting with SOA (be it good old SOA or more contemporary like microservices), we almost always associate it with SOAP or REST APIs. In many cases, the client-driven nature of SOA restricts the flexibility and scalability of the system. On a humorous note, perhaps SOA should really be called CDA for client-driven architecture.

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SOA Architecture Analytics Technical Review 110

Stackery

OCTOBER 14, 2019

Building microservices with AWS Lambda SVS343-R. Serverless is a lot more than functions and Chris will show you how to use functions as part of a complete microservice. Scalable serverless architectures using event-driven design API304. Serverless means a lot of stuff isn’t your concern any more, but architecture definitely is.

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Serverless Lambda AWS Microservices 13

Abhishek Tiwari

DECEMBER 27, 2017

Kubernetes has been particularly successful with microservices and contemporary applications. In fact, if we go by current trends containerised microservices running on Kubernetes are the future. Under the hood, the BlueData used several enhancements to boosts the I/O performance and scalability of container-based clusters.

Big Data 63

Big Data Data Storage Microservices 63

Altexsoft

AUGUST 30, 2018

Microservices. The microservice architectural approach entails building one application as a set of independent services that communicate with each other, but are configured individually. With the high rate of deployment, microservices allow for keeping the whole system stable, while fixing the problems in isolation.

DevOps 90

DevOps Engineering Continuous Delivery Systems Administration 90

Honeycomb

APRIL 4, 2019

This outage impacted Honeycomb’s business, stopping us from communicating about upcoming events, which definitely slowed us down. This crowd is tech-forward, early adopters, and definitely pushing scale and complexity. Even after a few days, performance has been spotty and support’s response time is not up-to-par.

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Weak Development Team Microservices .Net Airlines 12