Concepedia

Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm

Ali Asghari, Mohammad Karim Sohrabi, Farzin Yaghmaee

The Journal of Supercomputing · 2020 · 122 citations · 56 references

References

56

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

Reinforcement Learning: An Introduction

Richard S. Sutton, Andy Barto · IEEE Transactions on Neural Networks · 1998 · 27.1K citations

Computing, Behavioral Sciences, Computer Science +12

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

A view of cloud computing

Michael Armbrust, Armando Fox, Rean Griffith et al. · Communications of the ACM · 2010 · 9K citations · Full text

Computing, Cloud Computing, Computer Science +14

Markov Decision Processes: Discrete Stochastic Dynamic Programming.

Kasra Hazeghi, Martin L. Puterman · Journal of the American Statistical Association · 1995 · 8.5K citations

Business, Decision Sciences, Mathematics +14