UCC

Publications

2023

Marco Garofalo, Gabriele Morabito, Maria Fazio, Antonio Celesti, Massimo Villari
Workflow Engines in the Compute Continuum: a Comparative Analysis. UCC (2023)
Masatoshi Hanai, Mitsuaki Kawamura, Ryo Ishikawa, Toyotaro Suzumura, Kenjiro Taura
Cloud Data Acquisition from Shared-Use Facilities in A University-Scale Laboratory Information Management System. UCC (2023)
Marvin Kruber, Tobias Pfandzelter, David Bermbach
A Hybrid Communication Approach for Metadata Exchange in Geo-Distributed Fog Environments. UCC (2023)
Adrien Gallego, Uraz Odyurt, Yi Cheng, Yuandou Wang, Zhiming Zhao
Machine Learning Inference on Serverless Platforms Using Model Decomposition. UCC (2023)
Sasanka N. Ranasinghe, Harsha S. Gardiyawasam Pussewalage
Short-term Energy Forecasting using the Regression Tsetlin Machine. UCC (2023)
Narges Mehran, Dragi Kimovski, Hermann Hellwagner, Dumitru Roman, Ahmet Soylu, Radu Prodan
Scheduling of Distributed Applications on the Computing Continuum: A Survey. UCC (2023)
Antonio Scarvaglieri, Sergio Palazzo, Fabio Busacca
A lightweight, fully-distributed AI framework for energy-efficient resource allocation in LoRa networks. UCC (2023)
Sasanka N. Ranasinghe, Harsha S. Gardiyawasam Pussewalage, Antorweep Chakravorty
Peer-to-Peer (P2P) Electricity Trading with Anonymity. UCC (2023)
Ghareeb Falazi, Lukas Harzenetter, Kálmán Képes, Frank Leymann, Uwe Breitenbücher, Evangelos Ntentos, Uwe Zdun, Martin Becker, Elena Heldwein
Compliance Management of IaC-Based Cloud Deployments During Runtime. UCC (2023)
Marcus Reitzl, Dragi Kimovski
Multi-Objective Optimisation of Container Orchestration Systems. UCC (2023)
Abderrahim Rafae, Aicha Aiche, Mohammed Erritali, Pierre-Martin Tardif
Trust Evaluation in IoT Systems: Extracting User Trust Levels based on Security Profiles in Water Treatment Facilities. UCC (2023)
Fei Hu, Kunal Mehta, Shivakant Mishra, Mohammad Al-Mutawa
Distributed Edge AI Systems. UCC (2023)
Annamaria Ficara, Giacomo Fiumara, Maria Fazio, Antonio Celesti, Massimo Villari
Novel Strategies for Road Network Disruption Analysis. UCC (2023)
Gabriel P. Fernandez, Andrey Brito, Ardhi Putra Pratama Hartono, Muhammad Usama Sardar, Christof Fetzer
LLD: A Last-Level Defense for Application Integrity and Confidentiality. UCC (2023)
Shashikant Ilager, Adel Nadjaran Toosi, Mayank Raj Jha, Ivona Brandic, Rajkumar Buyya
A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature. UCC (2023)
Juan Aznar-Poveda, Tobias Pockstaller, Thomas Fahringer, Stefan Pedratscher, Zahra Najafabadi Samani
SDKV: A Smart and Distributed Key-Value Store for the Edge-Cloud Continuum. UCC (2023)
Javid Taheri, Arvid Gördén, Auday Al-Dulaimy
Using Machine Learning to Predict the Exact Resource Usage of Microservice Chains. UCC (2023)
Jacopo Massa, Stefano Forti, Federica Paganelli, Patrizio Dazzi, Antonio Brogi
Towards declarative intent processing and conflict resolution in IBN. UCC (2023)
Giacomo Di Fabrizio, Lorenzo Calisti, Chiara Contoli, Nicholas Kania, Emanuele Lattanzi
A Study on the energy-efficiency of the Object Tracking Algorithms in Edge Devices. UCC (2023)
Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
Cloud Workload Categorization Using Various Data Preprocessing and Clustering Techniques. UCC (2023)
Hiroki Kaminaga, Feras M. Awaysheh, Sadi Alawadi, Liina Kamm
MPCFL: Towards Multi-party Computation for Secure Federated Learning Aggregation. UCC (2023)
Rómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt
EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence. UCC (2023)
Emilian Simion, Yuandou Wang, Hsiang-ling Tai, Uraz Odyurt, Zhiming Zhao
Towards Seamless Serverless Computing Across an Edge-Cloud Continuum. UCC (2023)
Miles Stötzner, Floriment Klinaku, Robin Dominic Pesl, Steffen Becker
Enhancing Deployment Variability Management by Pruning Elements in Deployment Models. UCC (2023)
Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke
Distributed Edge Inference: an Experimental Study on Multiview Detection. UCC (2023)
Moysis Symeonides, Fotis Nikolaidis, Demetris Trihinas, George Pallis, Marios D. Dikaiakos, Angelos Bilas
FedBed: Benchmarking Federated Learning over Virtualized Edge Testbeds. UCC (2023)
Camila Roa, Mats Rynge, Paula Olaya, Karan Vahi, Todd Miller, James Griffioen, Shelley Knuth, John Goodhue, Dávid Hudák, Alana Romanella, Ricardo M. Llamas, Rodrigo Vargas, Miron Livny, Ewa Deelman, Michela Taufer
End-to-end Integration of Scientific Workflows on Distributed Cyberinfrastructures: Challenges and Lessons Learned with an Earth Science Application. UCC (2023)
Rik de Vries, Zoltán Ádám Mann
Secure Neural Network Inference as a Service with Resource-Constrained Clients. UCC (2023)
Federica Filippini, Riccardo Cavadini, Danilo Ardagna, Riccardo Lancellotti, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti
FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum. UCC (2023)
Ahmed Khan Leghari, Emilie Møllenbach
IoT Based Closed Loop Production Optimization using MQTT and Rule-based System. UCC (2023)
Ali Balador, Lizzy Tengana, Mohammad Ashjaei, Raihan Ul Islam, Saad Mubeen
Server Time Reservation for Periodic Real-Time Applications. UCC (2023)
Mahyar Tourchi Moghaddam, Admir Osmanovic, Max Enroth
Energy Efficient Cloud Architecture Solutions: A Real Case. UCC (2023)
Christian Sicari, Daniel Balouek, Manish Parashar, Massimo Villari
Event-Driven FaaS Workflows for Enabling IoT Data Processing at the Cloud Edge Continuum. UCC (2023)
Tommaso Di Riccio, Jacopo Massa, Stefano Forti, Antonio Brogi
Sustainable placement of VNF chains in Intent-based Networking. UCC (2023)
Kevin Klassen, Jake Skinner, Joel Coffman
Is Securing an Untrusted Cloud with Cryptography Still Economically Unviable? UCC (2023)
Shamil Al-Ameen, Bharath Sudharsan, Tomasz Szydlo, Roua Al-Taie, Tejal Shah, Rajiv Ranjan
Tiny-Impute: A Framework for On-device Data Quality Validation, Hybrid Anomaly Detection, and Data Imputation at the Edge. UCC (2023)
Andreas Tsagkaropoulos, Yiannis Verginadis, Gregoris Mentzas
Introducing Monitoring and extended Elasticity support in TOSCA. UCC (2023)
Nils Japke, Christoph Witzko, Martin Grambow, David Bermbach
The Early Microbenchmark Catches the Bug - Studying Performance Issues Using Micro- and Application Benchmarks. UCC (2023)
Mahyar Tourchi Moghaddam, Mads Møller Hansen
Architecting Cloud Solutions for Improved Consulting Practices: Leveraging Simulation for Cost, Performance, and Energy Efficiency. UCC (2023)
Jakob Lüttgau, Heberth F. Martinez, Paula Olaya, Giorgio Scorzelli, Glenn Tarcea, Jay F. Lofstead, Christine R. Kirkpatrick, Valerio Pascucci, Michela Taufer
NSDF-Services: Integrating Networking, Storage, and Computing Services into a Testbed for Democratization of Data Delivery. UCC (2023)
Luca Ferrucci, Marco Danelutto, Patrizio Dazzi
StarFlow: fine-grained execution of workflows in Hybrid Cloud HPC for data stream applications. UCC (2023)
Federica Filippini, Hamta Sedghani, Danilo Ardagna
SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua. UCC (2023)
Bruno Casella, Samuele Fonio
Architecture-Based FedAvg for Vertical Federated Learning. UCC (2023)
Kento Kimura, Kenichi Kourai
Xfas: Fault Recovery by Externally Controlling OS Behavior. UCC (2023)
George Papathanail, Lefteris Mamatas, Tryfon Theodorou, Ilias Sakellariou, Panagiotis Papadimitriou, Nikos Filinis, Dimitrios Spatharakis, Eleni Fotopoulou, Anastasios Zafeiropoulos, Symeon Papavassiliou
A Virtual Object Stack for IoT-Enabled Applications Across the Compute Continuum. UCC (2023)
Henrique Fell Lautert, Laércio Pioli, Douglas D. J. de Macedo
Recognition of Denial-of-Service Attacks in IoT Networks with Linear Complexity Model. UCC (2023)
Abednego Wamuhindo Kambale, Hamta Sedghani, Federica Filippini, Giacomo Verticale, Danilo Ardagna
Runtime Management of Artificial Intelligence Applications for Smart Eyewears. UCC (2023)
Shahrzad Pour, Daniel Balouek, Amir Masoumi, Martin Brynskov
An urgent computing oriented architecture for dynamic climate risk management framework. UCC (2023)
Mohammad Reza Jabbarpour, Bahman Javadi, Philip H. W. Leong, Rodrigo N. Calheiros, David Boland, Chris Butler
Performance Analysis of Federated Learning in Orbital Edge Computing. UCC (2023)
Narges Mehran, Arman Haghighi, Pedram Aminharati, Nikolay Nikolov, Ahmet Soylu, Dumitru Roman, Radu Prodan
Comparison of Microservice Call Rate Predictions for Replication in the Cloud. UCC (2023)