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July 20, 2026International Journal of Cloud Computing

Optimized Task Offloading and Scheduling in Cloud-Edge Systems Using Enhanced DRN Architecture

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Authors

SRSadhula Srihari ReddyLMLakshmana Phaneendra Maguluri

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Overview

Randomized trial demonstrates optimized task offloading in cloud-edge systems, suggesting improved efficiency.

Key Points

  • The aim is to improve task offloading and scheduling efficiencies in cloud-edge systems using enhanced DRN architecture.
  • Utilized enhanced DRN architecture for task scheduling and offloading in cloud-edge systems.
  • Implemented optimization algorithms to assess performance improvements.
  • Conducted simulations to evaluate the effectiveness of the proposed model.
  • Achieved a 25% improvement in task completion time (p<0.05).
  • Demonstrated a 30% reduction in energy consumption during task processing.
  • Noted significant enhancements in overall system performance metrics.

Cite This Study

Reddy et al. (2026) studied this question.

synapsesocial.com/papers/6a5dba3f8bd453d3397ab6b1https://doi.org/10.1504/ijcc.2027.10080037
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