Kentik

APRIL 16, 2023

As these applications scale, and engineering for reliability comes into the forefront, DevOps engineers begin to rely on networking concepts like load balancing, auto-scaling, traffic management, and network security. Following are a few key ways NetOps and DevOps can collaborate to make more reliable systems.

Network 64

Network Applications Development Load Balancer 64

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. For example, “requests-per-second” (RPS) is commonly used to auto-scale micro services to serve increased reads or queries.

Media 97

Media Systems Review Storage Performance 97

Instaclustr

MAY 19, 2021

Performance numbers, system health, and growth projections are derived from the decomposed data elements. Reporting typically a subset of the data in a warehouse that is dedicated to a particular consumer with nice charts and graphs to show key business metrics. How many other pieces of architecture have to be designed to go with that?

Database Administration 36

Database Administration Storage Weak Development Team Open Source 36

AWS Machine Learning - AI

JANUARY 28, 2025

To effectively optimize AI applications for responsiveness, we need to understand the key metrics that define latency and how they impact user experience. These metrics differ between streaming and nonstreaming modes and understanding them is crucial for building responsive AI applications. Haiku and Metas Llama 3.1 70B models.

Artificial Inteligence 71

Artificial Inteligence Generative AI Metrics Applications 71