PREDICTING MICROSERVICES REQUIRED FOR INCOMING REQUESTS

A method, system, and computer program product for predicting microservices required for incoming requests for reducing the start latency of serverless microservices. The method may include obtaining tracing data of microservices of an application for historical requests processed by the application...

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Bibliographische Detailangaben
Hauptverfasser: Saladas Zaaijer, Johanna, Bailey, Christopher Neil, Hayward, Sandra, Wilson, Matthew Paul, Jones, David Richard, Partridge, Ian
Format: Patent
Sprache:eng
Online-Zugang:Volltext bestellen
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Beschreibung
Zusammenfassung:A method, system, and computer program product for predicting microservices required for incoming requests for reducing the start latency of serverless microservices. The method may include obtaining tracing data of microservices of an application for historical requests processed by the application. The method may also include grouping the tracing data based on common request attributes. The method may also include aggregating each group into rules relating the common request attributes to lists of microservices. The method may also include building a predictive model formed of the rules for processing incoming requests to obtain a list of predicted microservices required for the incoming request based on attributes of the incoming request.