high-performance algorithm

[/haɪ pərˈfɔːrməns ˈælɡərɪðəm/]
nounpl: high-performance algorithms
algoritmo de alto desempenho
1. A computational procedure designed to execute with optimal speed and efficiency, minimizing resource consumption while solving complex problems
The company developed a high-performance algorithm to process large datasets in real-time.
A empresa desenvolveu um algoritmo de alto desempenho para processar grandes volumes de dados em tempo real.
2. An algorithm specifically optimized for speed, memory usage, and scalability in computational systems
Machine learning models require high-performance algorithms to handle millions of data points efficiently.
Modelos de aprendizado de máquina requerem algoritmos de alto desempenho para processar milhões de pontos de dados eficientemente.
This term is fundamental in Brazil's growing tech and fintech sectors, particularly in São Paulo's startup ecosystem. In the USA, it's standard terminology in Silicon Valley and academic computer science departments. The emphasis on 'high-performance' reflects the global tech industry's focus on speed and scalability in cloud computing, AI, and big data applications.
Synonyms / Sinônimos
efficient algorithmoptimized algorithmfast algorithmscalable algorithmalgorithm de alto rendimento
Antonyms / Antônimos
low-performance algorithminefficient algorithmslow algorithmbrute-force algorithm

Regional Variations

General Brazilian Portuguese
algoritmo de alto desempenho
Standard technical term used in academic and professional contexts
São Paulo
algoritmo de alto desempenho / algoritmo eficiente
Common in tech companies and software development hubs
Rio de Janeiro
algoritmo de alto desempenho
Used in academic research and technology sectors
Portugal
algoritmo de elevado desempenho / algoritmo de alta performance
Uses 'elevado' more frequently than Brazilian Portuguese

Related Words

computational complexityoptimization techniquesBig O notationdata structureparallelizationcache optimizationalgorithm analysis

Related Idioms & Phrases

pushing the limits of performance
squeezing every cycle out of the system
optimization is key
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