article thumbnail

A Look Into Netflix System Architecture

DZone

Netflix's system architecture emphasizes how important it is to determine how content is shaped in the future. Ever wondered how Netflix keeps you glued to your screen with uninterrupted streaming bliss? Netflix Architecture is responsible for the smooth streaming experience that attracts viewers worldwide behind the scenes.

article thumbnail

Strategies for Building Self-Healing Software Systems

DZone

In the vast realm of software development, there's a pursuit for software systems that are not only robust and efficient but can also "heal" themselves. Self-healing software systems represent a significant stride towards automation and resilience. 4 Key Strategies for Building Self-Healing Software Systems 1.

Strategy 264
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Real-Time Operating Systems (RTOS) in Embedded Systems

DZone

Embedded systems have become an integral part of our daily lives, from smartphones and home appliances to medical devices and industrial machinery. These systems are designed to perform specific tasks efficiently, often in real-time, without the complexities of a general-purpose computer.

article thumbnail

Congestion Control in Cloud Scale Distributed Systems

DZone

Distributed systems are composed of multiple systems that are wired together to provide a specific functionality. Systems that operate at a cloud scale can get expected or unexpected surges of traffic from one or multiple callers and are expected to perform in a predictable manner.

Systems 290
article thumbnail

Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 233
article thumbnail

Decompose Legacy System Into Microservices: Part 2

DZone

This is particularly relevant in the domain of reimbursement calculation systems. The Monolithic Challenge Imagine a scenario where you have a large-scale, monolithic system - possibly a bulky C# console application or an extensive SQL Server stored procedure.

Systems 299
article thumbnail

Architecting for Resilience: Strategies for Fault-Tolerant Systems

DZone

That means it's important that software systems are dependable, robust, and resilient. Resilient systems can withstand failures or errors without completely crashing. It lets systems keep working properly even when problems occur. We'll also discuss core principles and strategies for building fault-tolerant systems.

Strategy 305