Edge Implicit Weighting with Graph Transformers for Robust Intrusion Detection in Internet of Things Network DOI

C. Karpagavalli,

M. Kaliappan

Computers & Security, Journal Year: 2024, Volume and Issue: unknown, P. 104299 - 104299

Published: Dec. 1, 2024

Language: Английский

Enhanced Multitask Scheduling in Cloud Computing through Advanced Techniques DOI Open Access
Somnath Banerjee, Sandeep Rangineni

International Journal of Advanced Research in Science Communication and Technology, Journal Year: 2025, Volume and Issue: unknown, P. 334 - 344

Published: Jan. 19, 2025

The delivery of computing services over the internet is referred to as cloud computing. One most significant challenges in environment task scheduling, which directly impacts overall performance platform. Tasks are assigned specific resources at designated times based on user requests, primarily aiming maximize resource utilization and minimize makespan. Despite various methods enhance it remains a challenge Efficiently scheduling tasks crucial step fully leveraging potential This work presents machine learning technique aimed improving multitask environments. We propose an ML feature-based heuristic (MLF-H) for efficient management. Rather than randomly applying algorithm, techniques utilized evaluate incoming requests determine suitable algorithm each task. Simulation results indicate that MLF-H approach achieves shortest makespan demonstrates rapid generalization capabilities compared traditional methods. validates effectiveness efficiency algorithm.

Language: Английский

Citations

2
HAE-HRL: A network intrusion detection system utilizing a novel autoencoder and a hybrid enhanced LSTM-CNN-based residual network DOI

Yankun Xue,

Chunying Kang,

Hongcheng Yu

et al.

Computers & Security, Journal Year: 2025, Volume and Issue: unknown, P. 104328 - 104328

Published: Jan. 1, 2025

Language: Английский

Citations

0
PREDICTING EARTHQUAKE PARAMETERS USING RANDOM FOREST: A MULTI-OUTPUT APPROACH WITH P-ARRIVAL DATA DOI

swathi moola,

Kancharakunt Yakubreddy

SSRN Electronic Journal, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

Language: Английский

Citations

0
Detecting attacks on the internet of things network in the computing fog layer with an embedded learning approach based on clustering and blockchain DOI

Abdolmanan Babaei Goushlavandani,

Peyman Bayat, Gholamhossein Ekbatanifard

et al.

Cluster Computing, Journal Year: 2025, Volume and Issue: 28(4)

Published: Feb. 25, 2025

Language: Английский

Citations

0
PETDA2C-EC: a privacy-enhancing technique to detect attacks against confidentiality in edge computing DOI
Vipin Kumar, Vivek Kumar

Journal of Reliable Intelligent Environments, Journal Year: 2025, Volume and Issue: 11(2)

Published: April 9, 2025

Language: Английский

Citations

0
An Exploration of Federated Learning for Privacy-Preserving Machine Learning DOI
K Kiran Kumar,

Thalakola Syamsundara Rao,

Nagagopiraju Vullam

et al.

Published: March 15, 2024

Language: Английский

Citations

2
Fusion-Infused Hypnocare: Unveiling Real-Time Instantaneous Heart Rates for Remote Diagnosis of Sleep Apnea DOI

Sai SrinivasVellela,

S. Phani Praveen,

D Roja

et al.

Published: April 18, 2024

Language: Английский

Citations

2
Classification Techniques to Predict Rheumatoid Arthritis Using Machine Learning – A Review DOI

Saloni Fathima,

Greeshma Lingam

Published: April 25, 2024

Language: Английский

Citations

0
A Resilient Intrusion Detection System for IoT Environment Based on a Modified Stacking Ensemble Classifier DOI
Aishwarya Vardhan, Prashant Kumar, Lalit Kumar Awasthi

et al.

SN Computer Science, Journal Year: 2024, Volume and Issue: 5(8)

Published: Nov. 4, 2024

Language: Английский

Citations

0
Edge Implicit Weighting with Graph Transformers for Robust Intrusion Detection in Internet of Things Network DOI

C. Karpagavalli,

M. Kaliappan

Computers & Security, Journal Year: 2024, Volume and Issue: unknown, P. 104299 - 104299

Published: Dec. 1, 2024

Language: Английский

Citations

0