Concepedia

Quantum Reinforcement Learning for QoS-Aware Real-Time Job Scheduling in Cloud Systems

Shuhong Dai, Nishant Saurabh, Qingle Wang, Jiawei Nian, Shuwen Kan, Ying Mao, Long Cheng

IEEE Systems Journal · 2025 · 10 citations · 29 references

Concepts

ComputingComputer EngineeringComputer ScienceQuantum ComputingReal-time SystemsSchedulingJob SchedulingQuantum ComputationQuantum ControlQuantum Machine LearningReal-time SchedulingReinforcement LearningCloud Computing SystemsQos-aware SchedulingQuantum Learning TheoryQuantum Machine Learning AlgorithmsQuantum Optimal ControlQuantum Reinforcement LearningReinforcement Learning Models

References

29

Temporal difference learning and TD-Gammon

Communications of the ACM · 1995 · 1.5K citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Static Scheduling of Synchronous Data Flow Programs for Digital Signal Processing

Edward Ashford Lee, David G. Messerschmitt · IEEE Transactions on Computers · 1987 · 1.1K citations

Computing, Computer Engineering, Computer Science +9

Training deep quantum neural networks

Kerstin Beer, Dmytro Bondarenko, Terry Farrelly et al. · Nature Communications · 2020 · 696 citations · Full text

Computing, Computer Science, Physics +13

Generalization in quantum machine learning from few training data

Hsin-Yuan Huang, M. Cerezo, Kunal Sharma et al. · Nature Communications · 2022 · 443 citations · Full text

Computing, Computer Science, Physics +17

A comprehensive survey for scheduling techniques in cloud computing

Mohit Kumar, Sharad Sharma, Anubhav Goel et al. · Journal of Network and Computer Applications · 2019 · 360 citations

Computing, Cloud Computing, Computer Science +14