HIGHLIGHTS
- What: The article examines critical aspects including hardware selection dynamic resource scaling data management advanced scheduling algorithms cost optimization and monitoring automation.
- Who: Dell from the Acharya Nagarjuna University, India have published the research: International Journal for Multidisciplinary Research (IJFMR), in the Journal: (JOURNAL)
- Future: Performance Metrics and Future Directions Analysis of modern data management systems has established specific performance requirements for optimal operation in deep learning environments.
SUMMARY
The exponential growth in deep learning applications has introduced unprecedented challenges in resource management across heterogeneous cloud environments. Recent studies . . .
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