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J. Sastry

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Open access Sep 2026

HRL-TaskOpt: A Hierarchical Reinforcement Learning-Based Task Scheduling Framework for Multi-Cloud and Hybrid Environments

HRL-TaskOpt is presented, a novel Hierarchical Reinforcement Learning-based task scheduling framework that combines high-level global task offloading with millisecond-granularity local scheduling policies in an edge–cloud scenario and offers a scalable and intelligent solution for adaptive task scheduling.

Krishna Patwari, Raghvendra Kumar, J. Sastry · 0 citations
Open access Aug 2026

Integrated design of an efficient multi spectral imaging and federated learning framework for precision crop disease diagnosis in low-resource farming communities

This research introduced a comprehensive multi-spectral imaging and machine learning framework that can easily revolutionize the disease diagnosis and management inside the low-resource farming communities while supporting scalability with actionable insights to empower farmers to mitigate crop losses and augment food...

J. Sastry, Pannangi Naresh, A. Ayesha et al. · 0 citations

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