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Evolution of search engines architecture - Algolia New Search Architecture Part 1

High Scalability

What would a totally new search engine architecture look like? Search engines, and more generally, information retrieval systems, play a central role in almost all of today’s technical stacks. After more than 30 years of evolution since TREC, search engines continue to grow and evolve, leading to new challenges.

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Bridging the Observability Gap for Modern Cloud Architectures

DZone

Cloud-native architectures have brought immense complexity along with increased business agility. At Perform 2024, Dynatrace announced three major platform enhancements aimed squarely at bridging this observability gap for engineering teams.

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Enhancing Kubernetes cluster management key to platform engineering success

Dynatrace

Five of the most common include cluster instability, resource and cost management, security, observability, and stress on engineering teams. Engineering teams are overwhelmed with stuff to do.” The post Enhancing Kubernetes cluster management key to platform engineering success appeared first on Dynatrace news.

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Optimizing Generative AI With Retrieval-Augmented Generation: Architecture, Algorithms, and Applications Overview

DZone

This article is intended for data scientists, AI researchers, machine learning engineers, and advanced practitioners in the field of artificial intelligence who have a solid grounding in machine learning concepts, natural language processing , and deep learning architectures.

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Building Resilience With Chaos Engineering and Litmus

DZone

The scalability, agility, and continuous delivery offered by microservices architecture make it a popular option for businesses today. Nevertheless, microservices architectures are not invulnerable to disruptions.

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Architecture Patterns: The Circuit-Breaker

DZone

Much like how an electrical circuit breaker prevents an overload by stopping the flow of electricity when excessive current is detected, the Circuit Breaker pattern in software engineering stops the flow of requests to a service when the number of failures exceeds a predefined threshold.

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Scaling indexing and search - Algolia New Search Architecture Part 2

High Scalability

What would a totally new search engine architecture look like? Search engines need to support fast scaling for both Read and Write operations. The architecture needs to handle efficiently all these situations as the scaling of Read and Write operations varies over time in most use cases. Here's Part 1.