A Deep Reinforcement Learning based Algorithm for Time and Cost
Optimized Scaling of Serverless Applications

A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications

22 August 2023

Anupama Mampage

S. Karunasekera

Rajkumar Buyya

Papers citing "A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications"

3 / 3 papers shown

Title
Transformer-Based Model for Cold Start Mitigation in FaaS Architecture Alexandre Savi Fayam Mbala Mouen Jerry Lacmou Zeutouo Vianney Kengne Tchendji AI4CE 42 0 0 15 Apr 2025
Deep Reinforcement Learning for Job Scheduling and Resource Management in Cloud Computing: An Algorithm-Level Review Yan Gu Zhaoze Liu Shuhong Dai Cong Liu Ying Wang Shen Wang Georgios Theodoropoulos Long Cheng 38 0 0 03 Jan 2025
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider Mohammad Shahrad Rodrigo Fonseca Íñigo Goiri G. Chaudhry Paul Batum Jason Cooke Eduardo Laureano Colby Tresness M. Russinovich Ricardo Bianchini 89 601 0 06 Mar 2020