Data Science and Intelligent Computing Techniques 2023
DOI: 10.56155/978-81-955020-2-8-69
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Managing Cold-start in the Serverless Cloud

Gunn Soni,
Prince Kumar Singh,
Mrinank Chandna
et al.

Abstract: Managing cold-start challenges in the serverless cloud environment is crucial for ensuring optimal performance and resource efficiency. This paper presents a comprehensive approach to address these challenges by integrating Temporal Convolutional Networks (TCNs) and Ensemble Policies, aiming to revolutionize the management of serverless cloud environments. The proposed framework leverages predictive models to anticipate infrastructure demands and function instance arrivals, enabling proactive resource provisio… Show more

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