WO2024261698 - DYNAMIC RESOURCE PREDICTION USING LARGE CODE LANGUAGE MODELS

National phase entry is expected:
Publication Number WO/2024/261698
Publication Date 26.12.2024
International Application No. PCT/IB2024/056053
International Filing Date 21.06.2024
Title **
[English] DYNAMIC RESOURCE PREDICTION USING LARGE CODE LANGUAGE MODELS
[French] PRÉDICTION DYNAMIQUE DE RESSOURCES À L'AIDE DE GRANDS MODÈLES DE LANGAGE DE CODE
Applicants **
AURORA LABS LTD.
Inventors
SAHAR, Carmit
YELLIN, Daniel
GANCHEV, Stojancho
FOX, Zohar
Priority Data
63/509,953   23.06.2023   US
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Quotation for National Phase entry

Country StagesTotal
China Filing, Examination, Granting2795
EPO Filing, Examination, Granting14369
Japan Filing, Examination, Granting2419
South Korea Filing, Examination, Granting2545
USA Filing, Examination, Granting5790
MasterCard Visa
Total: 27,918

The term for entry into the National Phase has expired. This quotation is for informational purposes only

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Abstract[English] Disclosed herein are techniques for dynamically predicting resource usage for code changes. Techniques include identifying an element of programming code; identifying a programming code execution environment; accessing a code language processing model, wherein the code language processing model has been trained to associate programming code execution tasks with amounts of computing resource usage; and predicting, without requiring execution of the element of programming code, an amount of computing resource usage associated with an execution of the element of programming code in the programming code execution environment.[French] L'invention concerne des techniques de prédiction dynamique d'utilisation de ressources pour des changements de code. Les techniques comprennent l'identification d'un élément de code de programmation; l'identification d'un environnement d'exécution de code de programmation; l'accès à un modèle de traitement de langage de code, le modèle de traitement de langage de code ayant été entraîné pour associer des tâches d'exécution de code de programmation à des quantités d'utilisation de ressources informatiques; et la prédiction, sans nécessiter l'exécution de l'élément de code de programmation, d'une quantité d'utilisation de ressources informatiques associée à une exécution de l'élément de code de programmation dans l'environnement d'exécution de code de programmation.

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