Anish Jindal
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Green Reinforcement and Split Learning Framework for Edge-Fog-Cloud Continuum in 6G Networks Open
6G applications rely on data-intensive AI models for network optimization. These demand a scalable and energy-efficient framework to handle massive device networks with stringent latency requirements which current solutions struggle to sup…
CIDER: Cyber‐Security in Industrial IoT Using Deep Learning and Ring Learning with Errors Open
Traditional security measures such as access control and authentication need to be more effective against ever‐evolving threats. Moreover, security concerns increase as more industries shift towards adopting the industrial Internet of thin…
Green AutoML: Energy-Efficient AI Deployment Across the Edge-Fog-Cloud Continuum Open
The increasing demand for machine learning (ML) technologies has led to a significant rise in energy consumption and environmental impact, particularly within the context of distributed computing environments like the Edge-Fog-Cloud Contin…
A Vision of 6G URLLC: Physical-Layer Technologies and Enablers Open
The anticipated advent of 6G communication holds the promise of enabling mission-critical applications such as traffic detection, forest fire recognition, emergency search and rescue, and widespread communication broadcasting. To fulfill t…
Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network Open
Monitoring in-bed pose estimation based on the Internet of Medical Things (IoMT) and ambient technology has a significant impact on many applications such as sleep-related disorders including obstructive sleep apnea syndrome, assessment of…
Cloud Computing for Big Data Analytics Open
In this chapter, the exploration unfolds within the domain of cloud computing, emphasising its instrumental role in empowering the realm of big data analytics. Commencing with a comprehensive exposition, the historical evolution of cloud c…
Real-World Big Data Analytics Case Studies Open
This chapter unfolds a panoramic view across diverse sectors, unveiling the transformative impact of big data analytics on real-world challenges. The exploration commences in the government sector, where data-driven governance enhances pub…
Debugging Big Data Systems for Big Data Analytics Open
This chapter unveils the intricate art of debugging big data systems for optimal analytics performance, providing a comprehensive guide to navigating real-world performance challenges. The exploration commences by delineating the critical …
Big Data Open
This chapter introduces the fundamental concepts of big data, offering a comprehensive understanding of its definition, key characteristics, and the widely recognised 5 Vs. The multifaceted challenges associated with realising the enormous…
Machine Learning for Big Data Analytics Open
This insightful chapter delves deeply into the enormous possibilities of using machine learning to extract meaningful insights from large amounts of data, which meticulously dissects the realm of supervised machine learning for big data an…
Introduction Open
The world is being overrun by an unprecedented amount of data in the twenty-first century. This data comes from various sources, ranging from the subtle clicks of a mouse to the complicated data streams obtained via satellite technologies.…
Big Data Analytics Platforms Open
This chapter explores big data analytics platforms by shedding light on their essential characteristics for processing and deciphering vast datasets.
Big Data Analytics Open
This chapter introduces the dynamic domain of big data analytics, illuminating its multifaceted aspects and profound significance. It commences by furnishing a comprehensive definition of big data analytics and delves into the taxonomy of …
Big Data Analytics Open
This book introduces readers to big data analytics. It covers the background to and the concepts of big data, big data analytics, and cloud computing, along with the process of setting up, configuring, and getting familiar with the big dat…
Big Data Analytics in Smart Grids Open
In this chapter, the exploration explores applying big data analytics within the smart grid domain. The journey commences with a comprehensive examination of the smart grid concept, setting the stage for a nuanced understanding. The discou…
Big Data Monitoring Open
In this chapter, the reader is introduced to the pivotal domain of big data monitoring, delving into the fundamental concepts and tools essential for ensuring the seamless functioning of complex systems. The exploration begins by elucidati…
Big Data Storage Solutions Open
Embarking on a journey through the landscape of big data storage solutions, this chapter unfolds the critical role these systems play in managing and extracting value from extensive datasets.
Big Data Analytics in Bioinformatics Open
This chapter introduces the intricate interplay between big data analytics and bioinformatics, providing a comprehensive perspective on leveraging large-scale genomic data. Delving into the challenges posed by big data in bioinformatics, t…
A Simulation-based Decision Support System for Urban Traffic Management Open
One common challenge faced by smart cities is traffic congestion, caused also unintentionally by city planners, which significantly impacts urban life and the environment. To address these issues, various strategies and approaches are expl…
Sustainable Edge Node Computing Deployments in Distributed Manufacturing Systems Open
The advancement of mobile internet technology has created opportunities for integrating the Industrial Internet of Things (IIoT) and edge computing in smart manufacturing. These sustainable technologies enable intelligent devices to achiev…
GREEN WSN- OPTIMIZATION OF ENERGY USE THROUGH REDUCTION IN COMMUNICATION WORKLOAD Open
Advances in micro fabrication and communication techniques have led to unimaginable proliferation of WSN applications. Research is focussed on reduction of setup operational energy costs. Bulk of operational energy costs are linked to comm…
Intrusion Detection in Critical SD-IoT Ecosystem Open
The Internet of Things (IoT) connects physical objects with intelligent decision-making support to exchange information and enable various critical applications. The IoT enables billions of devices to connect to the Internet, thereby colle…
An accurate RSS/AoA-based localization method for internet of underwater things Open
Localization is an important issue for Internet of Underwater Things (IoUT) since the performance of a large number of underwater applications highly relies on the position information of underwater sensors. In this paper, we propose a hyb…
Health Monitoring and Diagnosis for Geo-Distributed Edge Ecosystem in Smart City Open
With the increasing number of Internet of Things (IoT) devices being deployed and used in daily life, the load on computational devices has grown exponentially. This situation is more prevalent in smart cities where such devices are used f…
View article: Secure and Intelligent Service Function Chain for Sustainable Services in Healthcare Cyber Physical Systems
Secure and Intelligent Service Function Chain for Sustainable Services in Healthcare Cyber Physical Systems Open
The gradual integration of Internet of Things (IoT) devices has made the healthcare cyber physical systems (CPSs) ubiquitous and complex. Since IoT devices are heterogeneous, it is crucial to virtualize these devices in a general way so as…
Referenced Blockchain Approach for Road Traffic Monitoring in a Smart City using Internet of Drones Open
The global escalation in the road traffic density alleviates the harmful emissions and fuel bills due to congestion and misaligned traffic control. The conventional traffic monitoring schemes (camera or sensor-based) are not able to cover …
TRUTH: Trust and Authentication Scheme in 5G-IIoT Open
Due to the extremely important role of data in the Industrial Internet of Things (IIoT) network, trust and security of data \nare among the major concerns. In this study, we develop a cloud-integrated 5G-IIoT network architecture enabled b…
View article: Energy-Efficient Virtual Resource Allocation of Slices in Vehicles-Assisted B5G Networks
Energy-Efficient Virtual Resource Allocation of Slices in Vehicles-Assisted B5G Networks Open
Academia community started the research beyond 5G (B5G) while 5G systems and networks are still being landed for large-scale commercial applications. In order to enhance the agility and flexibility attributes of B5G networks, network funct…