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17th UCC 2024: Sharjah, United Arab Emirates
- 17th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2024, Sharjah, United Arab Emirates, December 16-19, 2024. IEEE 2024, ISBN 979-8-3503-6720-1

- João Bachiega Jr., Breno G. S. Costa, Michel J. F. Rosa, Leonardo R. Carvalho, Marcelo Antonio Marotta, Aleteia Araujo, Rajkumar Buyya:

A Cost-Efficient Resource Allocation for Fog Computing with Users and Providers Perspective. 1-8 - Maneesha Rani Saha, Muhammad Ehsanul Kader, Rezwana Reaz:

Dependency, Deadline and Priority Aware Multi-Queue Dynamic Task Scheduling Using Heterogeneous Resources in Fog Environment. 9-16 - Ali Mokhtari, Saeid Ghafouri, Pooyan Jamshidi, Mohsen Amini Salehi:

HEET: A Performance Measure to Quantify Heterogeneity in Distributed Computing Systems. 17-26 - Hsu-Tzu Ting, Jerry Chou, Ming-Hung Chen, I-Hsin Chung, Huaiyang Pan:

KubeComp: A Resource-centric Composable Container Orchestrator for GPU Pooling. 27-36 - Mohammadsadeq Garshasbi Herabad, Javid Taheri, Bestoun S. Ahmed, Calin Curescu:

Optimal Placement of Edge-to-Cloud AR/VR Services with Reconfiguration Cost. 37-46 - Laércio Pioli, Douglas D. J. de Macedo, Daniel G. Costa

, Mario A. R. Dantas:
Optimizing Data Quality and Decision-Making in IoT with AI-Driven Data Reduction in DICOM. 47-52 - Cynthia Marcelino, Stefan Nastic:

Truffle: Efficient Data Passing for Data-Intensive Serverless Workflows in the Edge-Cloud Continuum. 53-62 - Xinghan Chen, Robert Cordingly, Ling-Hong Hung, Wes Lloyd:

Predicting ARM64 Serverless Functions Runtime: Leveraging function profiling for generalized performance models. 63-72 - Chanh Nguyen, Lidia Kidane, Vo Nguyen Le Duy, Erik Elmroth:

CloudResilienceML: Ensuring Robustness of Machine Learning Models in Dynamic Cloud Systems. 73-81 - Maria Daniela Leite de Souza, Thijs Metsch:

Advancing Orchestration: Leveraging Distance Functions to Meet Application Intents. 82-87 - Paula Cecilia Fritzsche

, Aleix Vila Cano, Guillermo Raya Garcia, Ashneet Khandpur Singh, Mario Reyes de los Mozos:
Lightweight Machine Learning for Edge Learning in Kubernetes Clusters. 88-93 - Siddharth Maurya

, Vinit Kumar Patra, Mohit Sinha, Praveen Kumar, Gandhi Kishor Addanki:
Scalable Regenesis: Towards Shrinking Blockchain with On-Chain State. 94-102 - Minh-Tri Nguyen

, Hong-Linh Truong
, Paolo Arcaini, Fuyuki Ishikawa:
Optimizing Multiple Consumer-specific Objectives in End-to-End Ensemble Machine Learning Serving. 103-108 - Anas Hattay, Fred Ngolè Mboula, Eric Gascard, Zakaria Yahouni:

Evaluating Energy-Aware Cloud Task Scheduling Techniques: A Comprehensive Dialectical Approach. 109-118 - Kevin Exton, Maria A. Rodriguez:

Latin Square Job Scheduling for Distributed Data Processing on Warehouse-Scale Computers. 119-128 - Cherif Latreche, Nikos Parlavantzas, Hector A. Duran-Limon:

FoRLess: A Deep Reinforcement Learning-based approach for FaaS Placement in Fog. 129-137 - Geir Horn, Marta Rózanska, Rudolf Schlatte:

Maximizing the Application Utility in the Computing Continuum by Feasible Site Selection. 138-147 - Zihao Yang, Muhammed Tawfiqul Islam, Aaron Harwood:

A Unified Approach to Virtual Machine Placement and Migration in the Cloud using Deep Reinforcement Learning. 148-157 - Chih-Kai Huang, Guillaume Pierre:

UnBound: Multi-Tenancy Management in Scalable Fog Meta-Federations. 158-167 - Naveen Kumar Kamalakannan, Khalander Shariff Rafiulla Shariff, Umaima Haider:

Sustainable Cloud Resource Deployment: Integrating Real-Time Energy Data and Edge Continuum for Optimized Cloud Operations. 168-173 - Bo Yan, Angel Beltre

, Pankaj Saha, Madhusudhan Govindaraju:
Exploring Enhanced Dominant Resource Fairness Using Linear Programming Calculated Weights. 174-181 - Nabiha Arif Polani, Umaima Haider:

Comparing the Performance and Cost of Different Cloud Service Providers for Small Applications: A Comparison between AWS and Azure. 182-184 - Hardik Ruparel, Harshal Daftary, Videet Singhai, Pramod Kumar:

The Impact of Generative AI on Cloud Data Security: A Systematic Study of Opportunities and Challenges. 185-188 - Towhidul Islam, Asif Ahmed, Rezwana Reaz:

ENFIRED: ENforcing IoT FIREwall using fog-cloud framework under Delay constraints. 189-193 - Wafaa Al Nassan, Talal Bonny:

AI-Based Voice Security: Chaos-Based Encryption with ANN Models. 194-197 - Mahdi Safaei Yaraziz, Richard Hill

:
An Efficient Resource Allocation Model in IIoT Using Federated Reinforcement Learning. 198-200 - Anthony Zatika, Joel Coffman:

Improving IDS Performance with XGBoost Hyperparameter Optimization and Real-Time Analysis. 201-210 - Kai Levin, Auday Al-Dulaimy, Marian Darula, Claudio Porfiri, Lionel Jouin, Thomas Nolte:

SecInt: An Approach to Enhance Kubernetes with Secondary Network Interface for Service Exposure in Telecommunications. 211-219 - Anum Paracha, Junaid Arshad, Mohamed Ben Farah, Khalid N. Ismail:

Exploring Data Poisoning Attacks Against Adversarially Trained Skin Cancer Diagnostics. 220-225 - Gabriel Fernandez, Julius Wenzel, Christof Fetzer:

VMCaaS - Virtual Monotonic Counters as a Service. 226-235 - Duneesha Fernando, Maria A. Rodriguez, Rajkumar Buyya:

iAnomaly: A Toolkit for Generating Performance Anomaly Datasets in Edge-Cloud Integrated Computing Environments. 236-245 - Moysis Symeonides, Nicoletta Tsiopani, Georgios Maouris, Demetris Trihinas, George Pallis, Marios D. Dikaiakos:

CarbonOracle: Automating Energy Mix & Renewable Energy Source Forecast Modeling for Carbon-Aware Micro Data Centers. 246-255 - Madhav Ajwalia, Parth Shah:

Performance Evaluation of Blockchain Systems: Parameters, Criteria and Modeling Techniques. 256-258 - K. M. S. U. Bandaranayake, Sunimal Rathnayake:

G-TRETA A Novel Multi-Objective Task Scheduling Algorithm in Cloud Computing. 259-267 - Furkan Gedikoglu, Patrick-Benjamin Bök:

Experimental analysis of data protection, efficiency and effectiveness of federated learning methods. 268-275 - Varun Deshpande, Atharva Vijay Khade

, Harish J, Gandhi Kishor Addanki, Srivatsan Deenadayalan:
A Passkey Based Recovery Mechanism for Blockchain Hardware Wallets. 276-281 - Mark Adrian Gambito, Lorenzo Carnevale, Mohammad Reza Jabbarpour, Bahman Javadi, Massimo Villari:

Hierarchical Federated Learning for Natural Disaster Management. 282-289 - Mario Colosi

, Alessio Catalfamo, Marco Garofalo, Massimo Villari:
Enabling Flower for Federated Learning in Web Browsers in the Cloud-Edge-Client Continuum. 290-299 - Umit Demirbaga, Omer F. Rana

, Ashiq Anjum, Gagangeet Singh Aujla:
AI-Powered Federated Task Scheduling and Self-Healing Framework in Dynamic Cloud Systems. 300-305 - Aissa Hadj Mohamed, Joahannes B. D. da Costa, Allan Mariano de Souza, Leandro A. Villas

, Júlio Cesar dos Reis:
Efficient Federated Learning for Heterogeneous Data: A Client Selection and Adaptive Knowledge Distillation Approach. 306-315 - Mohamed Saad, Saeed Abdallah:

A Unified Framework for the Optimizability of Non-isotonic Routing Metrics. 316-320 - Elli Kartsakli

, Oriol Salient, Joan Pujol Roig, Jordi Pérez-Romero, Irene Vilà, Nikolaos G. Bartzoudis
, Utku Gülen, Semiha Kosu, Oluwatayo Y. Kolawole, Xin Tao
, Swarup Kumar Mohalik, Angelos Antonopoulos, Charalampos Kalalas, Eduardo Quiñones:
Advanced Edge Computing Architecture for AI-Driven Automation and Slicing in Beyond 5G. 321-326 - Tariq Qayyum, M. Waqas Haseeb Khan, Asadullah Tariq

, Mohamed Adel Serhani, Farag M. Sallabi, Zouheir Trabelsi, Ikbal Taleb:
Quantum Federated Learning: Bridging Quantum Computing and Distributed AI. 327-335 - Afiq Wafi, Abdessalam Elhabbash, Yehia Elkhatib:

TRANSITIVE: opTimising netwoRk trAnsfer aNd planS In mulTI-cloud enVironmEnts. 336-345 - Siddharth Agarwal, Maria A. Rodriguez, Rajkumar Buyya:

Input-Based Ensemble-Learning Method for Dynamic Memory Configuration of Serverless Computing Functions. 346-355 - Weikang Weng, Yuxuan Zhao, Rob van Nieuwpoort

, Alexandru Uta:
Serverless Snapshot-Resume Performance in the Real-World. 356-365 - Carlos Eduardo Millani, Carlos A. Astudillo, Edson Borin:

Towards a Scalable and Cost Efficient Serverless Scheduler for Dask. 366-371 - Marzieh Ranjbar Pirbasti, Olivia Das:

Algorithmic Fault Impact Evaluation in Mobile Computation Offloading. 372-381 - Nayereh Rasouli, Cristian Klein, Erik Elmroth:

Fault Tolerance Infrastructure for Mission-Critical Mobile Edge Cloud Applications. 382-388 - Areeg Samir, Håvard D. Johansen, Dag Johansen:

QMConn: A Self-Healing Controller for Microservices Using Q-Learning and Markov Decision Processes. 389-398 - Simeon Veloudis, Evangelos Barmpas, Iraklis Paraskakis:

Semantic SLAs for Describing and Sustaining QoS in the Cloud-Edge Continuum. 399-404 - Mohil Maheshkumar Patel, Sudeep Tanwar, Anish Jindal, Naif Alshammari, Haris Pervaiz, Hasan Ahmed:

A Blockchain-based Predictive Maintenance Scheme for Smart Agriculture. 405-410 - Nisha Thakur, Nahla J. Abid, Smita Agrawal, Neeraj Kumar:

SignRecogGAN:Enhanced DCGAN for Traffic Sign Recognition Cyber-Physical Vehicular Systems. 411-416 - Ahmad Alsharidah, Devki Nandan Jha, Bo Wei, Ellis Solaiman, Rajiv Ranjan:

SecureFed: Blockchain-Based Defence for Data Poisoning Attack in Federated Learning. 417-422 - Zeeman Memon, Ikjot Saini:

A Comparative Survey of Blockchain-Based Security Mechanisms for OTA updates in CAVs. 423-428 - Akshat Vaja, Aarchi Dholakia, Man Patel, Keyaba Gohil, Rajesh Gupta, Sudeep Tanwar, N. Z. Jhanjhi:

SafeGuardHer: Blockchain and Ensemble Learning based CPS Framework for Women's Safety Using Wearable Devices. 429-434 - Aaisha Makkar, Myra Conway, Farid Meziane, Vinaytosh Mishra, Ashutosh Kumar Singh:

A Multi-Modal Bio-Medical Data Analysis Framework: A case study for Pandemic Preparedness. 435-440 - Greg Guillot, Andy Nguyen, Malvika Sriram, Joel Coffman:

A Performance and Cost Evaluation of Homomorphic Encryption in the Cloud. 441-446 - Abdulaziz Alhindi, Karim Djemame

:
SDN Traffic Flows in a Serverless Environment: a Categorization of Energy Consumption. 447-452 - Sara Abdulla Alblooshi, Malek Masmoudi, Ali Cheaitou, Khaled Hamad

:
Analyzing Ridership Trends in Dubai Metro: A Statistical Approach. 453-457 - Mohammed El-Hajj, Lalande Lucas Lev Michel:

Optimizing TLS/SSL for IoT Devices: Performance Enhancements and Security Considerations. 458-465 - Shahana, Krishnapriya, Sumedha:

Multi-Drone Path Reconstruction and Mapping: Enhancing Accuracy and Efficiency. 466-471 - Thittaporn Ganokratanaa, Mahasak Ketcham, Patiyuth Pramkeaw

, Narumol Chumuang, Worawut Yimyam:
Vision-Based Consumer Behavior Analysis System for Retail Optimization. 472-476 - Tariq Akhtar, Shaheen Khatoon, Azhar Mahmood:

Occupancy Detection for HVAC Systems Using IoT Edge Computing and Vision-Based Image Processing. 477-482 - Sergio Mathurin, Kris Manohar, Patrick Hosein:

Vector Search Performance Enhancements on Limited-Memory Edge Devices. 483-488 - Ahmad Reshad, Manar Jammal:

Optimizing Cloud and IoT Resource Utilization: A proactive, application-agnostic auto-scaling technique using machine learning. 489-496 - Raju Shrestha, Ali Abdi Nur Ali:

Configuration Management in Kubernetes Environments: A GitOps Approach. 497-502 - Rómulo Walter Condori Bustincio

, Jorge L. Díaz Calle, Joahannes B. D. da Costa, Luis F. G. Gonzalez, Allan Mariano de Souza, Luiz F. Bittencourt
:
Minimizing Communication Overhead via Wavelet-Based Model Compression in Federated Learning. 503-508 - Latifah Alsalem, Karim Djemame

:
Federated learning-based approach for heterogeneous task scheduling in edge computing environments. 509-516 - Luciano Baresi, Tommaso Dolci

, Iyad Wehbe:
On Assessing Heterogeneity Management Solutions in Federated Learning Systems. 517-522 - Hussain Al-Aqrabi, Ahmed Manasrah, Richard Hill

, Lu Liu, Mohammad Sh. Daoud, Hani Al-Aqrabi:
A Robust Multiparty Authentication Testbed Architecture for the Industrial Internet of Things. 523-528 - Ahmed Almohammed:

Adversarial Learning for Robust Cloud-Based Intrusion Detection Systems. 529-534 - Turki Alhazmi:

Architecture for Secure Data Distribution Using Cloud-Based Digital Twins. 535-540 - Ahcène Bounceur, Saadat M. Alhashmi, Foudil Mir, Mostefa Kara:

Energy-Efficient Leader Election in IoT Networks: A Cloud Storage Perspective. 541-546 - Farouq Aliyu, Mustafa Ghaleb, Saud Mohammad Mostafa

, Sani Umar, AbdalRahman Aburakhia:
Distributed Trust Management for Secured Localization Systems in Mobile Cloud Services. 547-553 - Ibraheem Al-Hejri, Abdullah M. Alnajim:

Towards Enabling Secure Data Transmission in Cloud-Based Environment. 554-559

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