Research & Publications

Abstract

This paper proposes a hybrid discrete optimization method called HDSOS-GOA using Dynamic Voltage and Frequency Scaling (DVFS) for scientific workflow scheduling in fog computing environments. The method combines Symbiotic Organisms Search (SOS) and Grasshopper Optimization Algorithm (GOA) with learning automata to reduce energy usage and makespan while improving performance compared to PSO and GWO algorithms.

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Citations & Impact

Cited in multiple publications (2024-2025) including Computing, Cluster Computing, and Software: Practice and Experience journals

Abstract

This research presents a novel assignment mechanism for efficient workflow scheduling in Function as a Service (FaaS) edge computing environments. The proposed approach addresses the challenges of resource allocation, task scheduling, and performance optimization in serverless edge computing architectures.

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Abstract

This research explores the intersection of Blockchain technology and Healthcare systems, investigating how distributed ledger technology can enhance data security, patient privacy, interoperability, and trust in healthcare data management. The study presents practical implementations and analyzes the challenges and opportunities of blockchain adoption in healthcare.

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