Deep Reinforcement Learning Based Intelligent Resource Allocation Techniques with Applications to Cloud Computing.
Ramanpreet KaurDivya AnandUpinder KaurJaskiran KaurSahil Verma KavitaPublished in: RTIP2R (1) (2023)
Keyphrases
- cloud computing
- resource allocation
- reinforcement learning
- cloud computing environment
- data center
- computing resources
- service providers
- resource allocation problems
- distributed computing
- resource management
- data management
- optimal resource allocation
- learning capabilities
- service level agreements
- security issues
- big data
- cloud computing platform
- resource sharing
- machine learning
- business models
- state space
- computing platform
- data sources
- computing infrastructure
- cloud storage
- load balancing
- response time
- query processing
- distributed systems
- resource allocation decisions