Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Chakraborty, Dhruba, Rabbi, Mahima, Hossain, Maisha, Khaled, Saraf Noor, Oishi, Maria Khanom
مؤلفون آخرون:	Alam, Md. Golam Rabiul
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2022
الموضوعات:	Content Caching Edge networking Deep learning Recurrent Neural Network(RNN) Long short-term memory(LSTM) Decentralized Hierarchical Cognitive learning theory (Deep learning) Neural networks (Computer science)
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/17045

مواد مشابهة

LSTM based content prediction for edge caching using federated learning approach
بواسطة: Mazumder, Shafkat Ahmed, وآخرون
منشور في: (2021)

Silent voice: harnessing deep learning for lip-reading in Bangla
بواسطة: Shaheen, Munia, وآخرون
منشور في: (2024)

Intracranial hemorrhage detection using CNN-LSTM fusion model
بواسطة: Ahmed, Kazi sabab, وآخرون
منشور في: (2022)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
بواسطة: Ahmed, Istiak, وآخرون
منشور في: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
بواسطة: Pranta, Kazi Al Refat, وآخرون
منشور في: (2024)

An android application to predict human activity using a deep learning LSTM model
بواسطة: Sikder, Debabrata
منشور في: (2024)

UAV assisted cooperative caching on network edge using multi agent Actor critic reinforcement learning
بواسطة: Araf, Sadman, وآخرون
منشور في: (2021)

Classification of peripheral blood cell images using deep learning
بواسطة: Aadi, Oyshik Ahmed, وآخرون
منشور في: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
بواسطة: Ghosh, Kawshik Kumar, وآخرون
منشور في: (2023)

Visual object classification from fMRI data
بواسطة: Newaz, Syed Mishar, وآخرون
منشور في: (2022)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
بواسطة: Reza, S. M. Mushfiq, وآخرون
منشور في: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
بواسطة: Islam, Md. Farhadul, وآخرون
منشور في: (2024)

Predicting regional accents of Bengali language using deep learning
بواسطة: Ibrahim, Md. Abu, وآخرون
منشور في: (2022)

An efficient deep learning approach to detect skin Cancer
بواسطة: Islam, Ashfaqul, وآخرون
منشور في: (2022)

Bang-lish sentiment classification using deep learning
بواسطة: Saleheen, Abrar, وآخرون
منشور في: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
بواسطة: Datta, Nirjhor, وآخرون
منشور في: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
بواسطة: Ifty, Md. Hasin Sarwar, وآخرون
منشور في: (2024)

An efficient deep learning approach to detect skin cancer using image data
بواسطة: Chowdhury, Yaser Al Rahman, وآخرون
منشور في: (2023)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
بواسطة: Bhuiyan, Abir Ahammed, وآخرون
منشور في: (2024)

An efficient ML approach to detect brain tumor using MRI images
بواسطة: Muktadir, MD. Arafat, وآخرون
منشور في: (2024)

Visual object recognition using deep convolutional neural network
بواسطة: Ahmed, Sabbir
منشور في: (2017)

Analysis of uncertainty in different neural network structures using Monte Carlo Dropout
بواسطة: Islam, Md. Farhadul, وآخرون
منشور في: (2024)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
بواسطة: Ashraf, S.M. Nabil, وآخرون
منشور في: (2021)

Corn leaf disease detection using deep convolution neural network
بواسطة: Rabbi, Rawhatur, وآخرون
منشور في: (2023)

An efficient deep learning approach to classify white blood cells
بواسطة: Turja, Afif Ibna Kadir Khan, وآخرون
منشور في: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
بواسطة: Hasib, Mehadi Hasan, وآخرون
منشور في: (2021)

Diabetic retinopathy detection and classification by using deep learning
بواسطة: Hossain, Shahriar, وآخرون
منشور في: (2022)

Plant leaf disease identification
بواسطة: Hasan Mahin, Mohammad Rakibul, وآخرون
منشور في: (2024)

Demand forecasting on supply chain using ML and NN
بواسطة: Hridi, Naoshin Anzum, وآخرون
منشور في: (2023)

Detection of handwritten text using convolutional neural network
بواسطة: Jasim, Rabib Bin, وآخرون
منشور في: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
بواسطة: Tasawar, Ihtyaz Kader, وآخرون
منشور في: (2021)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
بواسطة: Mouli, Nazifa, وآخرون
منشور في: (2023)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
بواسطة: Sakir, Adnan, وآخرون
منشور في: (2023)

Pneumonia Disease detection using the convolutional neural network
بواسطة: Ashrafee, Md. Iftid, وآخرون
منشور في: (2024)

ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network
بواسطة: Dutta, Amit
منشور في: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
بواسطة: Turjo, Aquib Abtahi, وآخرون
منشور في: (2021)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
بواسطة: Sagor, Mostofa Kamal, وآخرون
منشور في: (2021)

BanglaBait: using transformers, neural networks & statistical classifiers to detect clickbaits in New Bangla Clickbait Dataset
بواسطة: Mahtab, Motahar, وآخرون
منشور في: (2022)

Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
بواسطة: Siddique, Labib Ahmed, وآخرون
منشور في: (2022)

Cancer classification using deep learning from medical image data
بواسطة: Monir, Raiyan Janik, وآخرون
منشور في: (2022)