Machine Learning-Based Adaptive Load Balancing Framework for Distributed Object Computing by Helmy, Tarek

“…In this paper, we address the issue of judicious load balancing in distributed object computing systems. In order to decrease response time and to utilize services effectively, we have proposed and implemented a new technique based on machine learning for adaptive and flexible load balancing mechanism within the framework of distributed middleware. …”
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GDLL: A Scalable and Share Nothing Architecture Based Distributed Graph Neural Networks Framework by Duong Thi Thu Van (19499206)

“…To address such issues, we propose a scalable, layered, fault-tolerance, and in-memory distributed computing-based graph neural network framework called Graph Distributed Learning Library (GDLL). …”

Hybrid deep learning based threat intelligence framework for Industrial IoT systems by Jahanzaib Malik (23718816)

A Framework for the development of distributed applications by Al-Rashed, Mohammad Abdulaziz

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SAppKG: Mobile App Recommendation Using Knowledge Graph and Side Information-A Secure Framework by Daksh Dave (17949239)

Design of a multi-threaded distributed telerobotic framework by Al-Mouhamed, M.

“…It is based on most advanced software tools like NET Framework that promise definite advantages over DCOM (Distributed Component Object Model) and RPC (Remote Procedure Call), previously used for distributed applications. …”
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A distributed framework for relaying stereo vision for telerobotics by Al-Mouhamed, M.

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A Load balancing framework for distributed and parallel applications by Haq, Syed Nisarul

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IIoT based framework for large-scale distributed smart farms by unknown

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Blockchain-enabled distributed learning for enhanced smart grid security and efficiency by Alaa Awad Abdellatif (17151163)

“…Decentralization enhances fault tolerance by distributing control across nodes. Our framework excels in scalability, data-exchange security, and rapid response times, aiming to establish an intelligent blockchain-based smart grid supporting centralized learning (CL), federated learning (FL), and active federated learning (AFL). …”

A novel IoT intrusion detection framework using Decisive Red Fox optimization and descriptive back propagated radial basis function models by Osama Bassam J. Rabie (21323741)

Incentive-Vacation Queueing in Extreme Edge Computing: An Analytical Reward-Based Framework by Sherif B. Azmy (21633329)

A PARALLEL AND DISTRIBUTED FRAMEWORK FOR IMPLEMENTING BACK PROPAGATION ALGORITHM IN BIG DATA by unknown

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RL-PDNN: Reinforcement Learning for Privacy-Aware Distributed Neural Networks in IoT Systems by Emna Baccour (16896366)

“…To support resource and delay requirements of such paradigm, joint and real-time deep co-inference framework with IoT synergy was introduced. However, scheduling the distributed, dynamic and real-time Deep Neural Network (DNN) inference requests among resource-constrained devices has not been well explored in the literature. …”

Model-based distributed object computing. (c2002) by Hage, Antoine F.

“…A key software technology supporting these trends is distributed object computing (DOC) middleware. DOC middleware facilitates the collaboration of local and remote application components in heterogeneous distributed environments. …”
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ECP: Error-Aware, Cost-Effective and Proactive Network Slicing Framework by Amr E. Aboeleneen (19237135)

“…This study presents a two-phase intelligent approach to address these challenges. The framework proactively predicts different slice loads while considering prediction errors in optimizing future slices with varied KPIs in a cost-efficient manner. …”

A Collaborative Service Discovery and Service Sharing Framework for Mobile Ad Hoc Networks by Safa, Haidar

“…In this paper, we propose a distributed and scalable service discovery and sharing framework for ad hoc networks. …”
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Energy-Efficient Computation Offloading in Vehicular Edge Cloud Computing by Xin Li (51274)

Factors affecting the adaptation of Could Computing in Banks by Abdullah, Waleed

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A framework for workflow application with emphasis on reusable distributed objects & active database. (c2001) by Khdeir, Vera

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