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16th UCC 2023: Taormina (Messina), Italy
- Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, UCC 2023, Taormina (Messina), Italy, December 4-7, 2023. ACM 2023
- Christian Sicari
, Daniel Balouek
, Manish Parashar, Massimo Villari:
Event-Driven FaaS Workflows for Enabling IoT Data Processing at the Cloud Edge Continuum. 1 - 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. 2 - Gabriel P. Fernandez, Andrey Brito
, Ardhi Putra Pratama Hartono, Muhammad Usama Sardar
, Christof Fetzer
:
LLD: A Last-Level Defense for Application Integrity and Confidentiality. 3 - Nils Japke
, Christoph Witzko, Martin Grambow
, David Bermbach
:
The Early Microbenchmark Catches the Bug - Studying Performance Issues Using Micro- and Application Benchmarks. 4 - Aikaterini Mitropoulou, Panagiotis C. Kokkinos, Emmanouel Manos Varvarigos
:
Identifying Network Congestion Using Knowledge Graphs and Link Prediction. 5 - Miles Stötzner
, Steffen Becker
, Lukas Harzenetter
, Frank Leymann
, Benjamin Weder
, Uwe Breitenbücher
, Oliver Kopp
, Kevin Klein
, Jacopo Soldani
:
A Systematic Technology Review of General-Purpose Open-Source TOSCA Orchestrators. 6 - Mustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh
:
Cloud Workload Categorization Using Various Data Preprocessing and Clustering Techniques. 7 - Rik de Vries, Zoltán Ádám Mann
:
Secure Neural Network Inference as a Service with Resource-Constrained Clients. 8 - Kento Kimura, Kenichi Kourai
:
Xfas: Fault Recovery by Externally Controlling OS Behavior. 9 - 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. 10 - 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. 11 - 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. 12 - Moysis Symeonides
, Fotis Nikolaidis
, Demetris Trihinas, George Pallis, Marios D. Dikaiakos
, Angelos Bilas
:
FedBed: Benchmarking Federated Learning over Virtualized Edge Testbeds. 13 - Remo Andreoli
, Harald Gustafsson
, Luca Abeni
, Raquel Mini, Tommaso Cucinotta
:
Optimal Deployment of Cloud-native Applications with Fault-Tolerance and Time-Critical End-to-End Constraints. 14 - 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. 15 - Annamaria Ficara
, Giacomo Fiumara
, Maria Fazio
, Antonio Celesti, Massimo Villari:
Novel Strategies for Road Network Disruption Analysis. 16 - 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. 17 - Miles Stötzner
, Floriment Klinaku, Robin Dominic Pesl
, Steffen Becker
:
Enhancing Deployment Variability Management by Pruning Elements in Deployment Models. 18 - Hiroki Kaminaga, Feras M. Awaysheh
, Sadi Alawadi, Liina Kamm
:
MPCFL: Towards Multi-party Computation for Secure Federated Learning Aggregation. 19 - Henrique Fell Lautert, Laércio Pioli, Douglas D. J. de Macedo
:
Recognition of Denial-of-Service Attacks in IoT Networks with Linear Complexity Model. 20 - 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. 21 - Marco Garofalo
, Gabriele Morabito
, Maria Fazio
, Antonio Celesti, Massimo Villari:
Workflow Engines in the Compute Continuum: a Comparative Analysis. 22 - 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. 23 - Adam Rubak, Javid Taheri
:
Machine Learning for Predictive Resource Scaling of Microservices on Kubernetes Platforms. 24 - Javid Taheri
, Arvid Gördén, Auday Al-Dulaimy
:
Using Machine Learning to Predict the Exact Resource Usage of Microservice Chains. 25 - Tommaso Di Riccio, Jacopo Massa
, Stefano Forti, Antonio Brogi
:
Sustainable placement of VNF chains in Intent-based Networking. 26 - Bruno Casella
, Samuele Fonio
:
Architecture-Based FedAvg for Vertical Federated Learning. 27 - Federica Filippini
, Hamta Sedghani
, Danilo Ardagna
:
SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua. 28 - 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. 29 - Gianluca Mittone
, Giulio Malenza, Marco Aldinucci
, Robert Birke
:
Distributed Edge Inference: an Experimental Study on Multiview Detection. 30 - Abednego Wamuhindo Kambale, Hamta Sedghani
, Federica Filippini
, Giacomo Verticale
, Danilo Ardagna
:
Runtime Management of Artificial Intelligence Applications for Smart Eyewears. 31 - 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. 32 - Adrien Gallego, Uraz Odyurt
, Yi Cheng, Yuandou Wang, Zhiming Zhao
:
Machine Learning Inference on Serverless Platforms Using Model Decomposition. 33 - Ali Balador, Lizzy Tengana, Mohammad Ashjaei, Raihan Ul Islam
, Saad Mubeen
:
Server Time Reservation for Periodic Real-Time Applications. 34 - Syed Muhammad Ammar Hassan Bukhari
, Muhammad Afaq
, Wang-Cheol Song
:
PPS: A Packets Pattern-based Video Identification in Encrypted Network Traffic. 35 - Aissa Hadj Mohamed, Allan Mariano de Souza
, Joahannes B. D. da Costa
, Leandro A. Villas
, Júlio Cesar dos Reis
:
CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. 36 - Antonio Scarvaglieri, Sergio Palazzo
, Fabio Busacca
:
A lightweight, fully-distributed AI framework for energy-efficient resource allocation in LoRa networks. 37 - Sasanka N. Ranasinghe, Harsha S. Gardiyawasam Pussewalage:
Short-term Energy Forecasting using the Regression Tsetlin Machine. 38 - Shahrokh Vahabi
, Francesca Righetti
, Carlo Vallati
, Nicola Tonellotto
:
Energy-Efficient Resource Management for Real-Time Applications in FaaS Edge Computing Platforms. 39 - Marcus Reitzl, Dragi Kimovski:
Multi-Objective Optimisation of Container Orchestration Systems. 40 - Emilian Simion, Yuandou Wang, Hsiang-ling Tai, Uraz Odyurt
, Zhiming Zhao
:
Towards Seamless Serverless Computing Across an Edge-Cloud Continuum. 41 - Ahmed Khan Leghari, Emilie Møllenbach:
IoT Based Closed Loop Production Optimization using MQTT and Rule-based System. 43 - Serena Sebbio, Gabriele Morabito
, Alessio Catalfamo, Lorenzo Carnevale, Maria Fazio
:
Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption Analysis. 44 - Lidia Kidane, Paul Townend, Thijs Metsch, Erik Elmroth
:
Automated Hyperparameter Tuning for Adaptive Cloud Workload Prediction. 45 - Sasanka N. Ranasinghe, Harsha S. Gardiyawasam Pussewalage, Antorweep Chakravorty:
Peer-to-Peer (P2P) Electricity Trading with Anonymity. 46 - Federica Filippini
, Riccardo Cavadini, Danilo Ardagna
, Riccardo Lancellotti
, Gabriele Russo Russo
, Valeria Cardellini
, Francesco Lo Presti
:
FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum. 47 - Rajesh Kulkarni, Pradeep Gameria, Dheeraj Chahal:
iCiRe: Optimal Scheduling of HPC Applications in Multi-Cloud. 48 - Giovanni Toffetti
, Leonardo Militano
, Tharaka Ratnayake, Mark Straub:
ROS-based Robotic Applications Orchestration in the Compute Continuum: Challenges and Approaches. 49 - Andreas Tsagkaropoulos, Yiannis Verginadis, Gregoris Mentzas
:
Introducing Monitoring and extended Elasticity support in TOSCA. 50 - 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. 51 - Shahrzad Pour, Daniel Balouek
, Amir Masoumi, Martin Brynskov:
An urgent computing oriented architecture for dynamic climate risk management framework. 52 - Boris Kraychev
, Ensiye Kiyamousavi, Ivan Koychev
:
FedGrid: Federated Model Aggregation via Grid Shifting. 53 - Narges Mehran
, Dragi Kimovski, Hermann Hellwagner
, Dumitru Roman, Ahmet Soylu, Radu Prodan:
Scheduling of Distributed Applications on the Computing Continuum: A Survey. 54 - 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. 55 - Fei Hu, Kunal Mehta, Shivakant Mishra, Mohammad Al-Mutawa:
Distributed Edge AI Systems. 56 - Sergi Vivó, Isaac Lera
, Carlos Guerrero
:
Comparing Evolutionary Optimization Algorithms for the Fog Service Placement Problem. 57 - Taarika Hegde, Josh Gangl, Stanislav Babenko, Joel Coffman
:
Cloud Security Frameworks: A Comparison to Evaluate Cloud Control Standards. 58 - Kevin Klassen, Jake Skinner, Joel Coffman
:
Is Securing an Untrusted Cloud with Cryptography Still Economically Unviable? 59 - Mahyar Tourchi Moghaddam, Admir Osmanovic, Max Enroth:
Energy Efficient Cloud Architecture Solutions: A Real Case. 60 - 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. 61 - Mahyar Tourchi Moghaddam, Mads Møller Hansen:
Architecting Cloud Solutions for Improved Consulting Practices: Leveraging Simulation for Cost, Performance, and Energy Efficiency. 62 - Jacopo Massa
, Stefano Forti
, Federica Paganelli, Patrizio Dazzi
, Antonio Brogi
:
Towards declarative intent processing and conflict resolution in IBN. 63 - Luca Ferrucci
, Marco Danelutto, Patrizio Dazzi
:
StarFlow: fine-grained execution of workflows in Hybrid Cloud HPC for data stream applications. 64 - Gabriele Morabito
, Antonino Galletta
, Antonio Celesti, Massimo Villari, Maria Fazio
:
Enhancing Data Privacy in Federated Data Spaces: Hierarchical Secret-Share based Pseudonymization. 65 - Marvin Kruber, Tobias Pfandzelter
, David Bermbach
:
A Hybrid Communication Approach for Metadata Exchange in Geo-Distributed Fog Environments. 66
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