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S. Chandre

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Conference Aug 2026

An Integrated Machine Learning Framework for Precision Agriculture: Disease Detection, Yield Prediction, Smart Irrigation, and Soil Classification

Feeding almost 10 billion people by 2050 requires a 70% rise in agricultural output, while the usable land area is dwindling, water sources are increasingly under strain, and changing climate conditions continue to upset cultivation practices. Traditional farming techniques, based as they are on observation and the sam...

G. Babu, Shanker Chandre · 0 citations
Conference Open access 2026

Emotion Guided & Aspect Aware Sentiment Classification using Prototype Memory and Confidence Filtering on User Reviews

A new Emotion-Guided Aspect-Aware Sentiment Classification System which can effectively and reliably classify user reviews is proposed which integrates the following processes: contextual preprocessing, aspect extraction, fine-grained emotion detection, memory of emotion prototype, retrieval-enhanced reasoning, emotion...

Vallem Sushma Latha, Shanker Chandre, Erukala Sudarshan · 0 citations
Conference 2025

HHBA-GA: Hybrid Hitchcock Bird Algorithm and Genetic Algorithm Based Dynamic Task Scheduling in Edge-Cloud Computing

Experiments indicate that HHBA-GA achieves the best performance in makespan, energy consumption, and cost efficiency compared with GA, PSO, and standalone HHBA, and the model significantly enhances resource usage, proving its effectiveness in large-scale edge-cloud applications.

P. Thai, S. Chandre · 0 citations
Conference Jul 2026

Comprehensive Analysis of Load Balancing and Resource Provisioning Methods in Cloud Computing Environments

Cloud Computing (CC) is the cornerstone of modern information technology that provides scalable, flexible, and cost-efficient services across diverse applications. Dynamic workloads and heterogeneous infrastructure face some difficulties in effective load balancing and resource provisioning which results in resource un...

Prasanna Mandala, S. Chandre · 0 citations
Open access Jul 2026

Masterpiece Optimization Algorithm-Based Priority-Aware Load Balancing Strategy for Cloud Data Centers

: Cloud Computing (CC) is one of the widely used technologies due to its advanced features such as pay-per-use, scalability, and flexibility. The primary objective of CC is to allow users to access and purchase cloud services that are on demand through internet-based applications. Efficient load-balancing in the cloud...

S. Vijaykumar, Shanker Chandre · 0 citations

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