Search Results for author: Praveen Kumar Reddy Maddikunta

Found 17 papers, 1 papers with code

Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions

no code implementations9 Sep 2022 Rajeswari Chengoden, Nancy Victor, Thien Huynh-The, Gokul Yenduri, Rutvij H. Jhaveri, Mamoun Alazab, Sweta Bhattacharya, Pawan Hegde, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu

The Metaverse is an emerging technology in the digital space which has huge potential in healthcare, enabling realistic experiences to the patients as well as the medical practitioners.

Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities

no code implementations28 Jul 2022 Nancy Victor, Rajeswari. C, Mamoun Alazab, Sweta Bhattacharya, Sindri Magnusson, Praveen Kumar Reddy Maddikunta, Kadiyala Ramana, Thippa Reddy Gadekallu

Internet of Underwater Things (IoUT) have gained rapid momentum over the past decade with applications spanning from environmental monitoring and exploration, defence applications, etc.

BIG-bench Machine Learning Federated Learning

Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions

no code implementations8 Oct 2021 Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Madhusanka Liyanage

In this article, we present a survey on the use of FL for big data services and applications, aiming to provide general readers with an overview of FL, big data, and the motivations behind the use of FL for big data.

Federated Learning

Genetic CFL: Optimization of Hyper-Parameters in Clustered Federated Learning

1 code implementation15 Jul 2021 Shaashwat Agrawal, Sagnik Sarkar, Mamoun Alazab, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Quoc-Viet Pham

Federated learning (FL) is a distributed model for deep learning that integrates client-server architecture, edge computing, and real-time intelligence.

Edge-computing Federated Learning

Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions

no code implementations16 Jun 2021 Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu

The paper finally presents the plausible solutions associated with the identified challenges in FL based intrusion detection system implementation acting as a baseline for prospective research.

Anomaly Detection Autonomous Vehicles +3

Genetically Optimized Prediction of Remaining Useful Life

no code implementations17 Feb 2021 Shaashwat Agrawal, Sagnik Sarkar, Gautam Srivastava, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu

The application of remaining useful life (RUL) prediction has taken great importance in terms of energy optimization, cost-effectiveness, and risk mitigation.

Roughsets-based Approach for Predicting Battery Life in IoT

no code implementations9 Feb 2021 Rajesh Kaluri, Dharmendra Singh Rajput, Qin Xin, Kuruva Lakshmanna, Sweta Bhattacharya, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta

Internet of Things (IoT) and related applications have successfully contributed towards enhancing the value of life in this planet.

Attribute

Multiclass Model for Agriculture development using Multivariate Statistical method

no code implementations12 Sep 2020 N Deepa, Mohammad Zubair Khan, Prabadevi B, Durai Raj Vincent P M, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu

In this paper, a multiclass model using Improved Mahalanobis Taguchi System (IMTS) is proposed based on normal observations and Mahalanobis distance for agriculture development.

Binary Classification Classification +2

A Review on Cyber Crimes on the Internet of Things

no code implementations12 Sep 2020 Mohan Krishna Kagita, Navod Thilakarathne, Thippa Reddy Gadekallu, Praveen Kumar Reddy Maddikunta, Saurabh Singh

The success of IoT cannot be ignored in the scenario today, along with its attacks and threats on IoT devices and facilities are also increasing day by day.

Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements and Challenges

no code implementations25 Jul 2020 Praveen Kumar Reddy Maddikunta, Saqib Hakak, Mamoun Alazab, Sweta Bhattacharya, Thippa Reddy Gadekallu, Wazir Zada Khan, Quoc-Viet Pham

However, Smart Bluetooth (also referred to as Bluetooth Low Energy) is a wireless technology used to transfer data over short distances.

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