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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
Event-Driven FaaS Workflows for Enabling IoT Data Processing at the Cloud Edge Continuum. 1 - Juan Aznar-Poveda
SDKV: A Smart and Distributed Key-Value Store for the Edge-Cloud Continuum. 2 - Gabriel P. Fernandez, Andrey Brito
LLD: A Last-Level Defense for Application Integrity and Confidentiality. 3 - Nils Japke
The Early Microbenchmark Catches the Bug - Studying Performance Issues Using Micro- and Application Benchmarks. 4 - Aikaterini Mitropoulou
Identifying Network Congestion Using Knowledge Graphs and Link Prediction. 5 - Miles Stötzner
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
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
Compliance Management of IaC-Based Cloud Deployments During Runtime. 10 - Jakob Lüttgau, Heberth F. Martinez, Paula Olaya
NSDF-Services: Integrating Networking, Storage, and Computing Services into a Testbed for Democratization of Data Delivery. 11 - Shashikant Ilager
A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature. 12 - Moysis Symeonides
FedBed: Benchmarking Federated Learning over Virtualized Edge Testbeds. 13 - Remo Andreoli
Optimal Deployment of Cloud-native Applications with Fault-Tolerance and Time-Critical End-to-End Constraints. 14 - Mohammad Reza Jabbarpour
Performance Analysis of Federated Learning in Orbital Edge Computing. 15 - Annamaria Ficara
Novel Strategies for Road Network Disruption Analysis. 16 - Camila Roa
End-to-end Integration of Scientific Workflows on Distributed Cyberinfrastructures: Challenges and Lessons Learned with an Earth Science Application. 17 - Miles Stötzner
Enhancing Deployment Variability Management by Pruning Elements in Deployment Models. 18 - Hiroki Kaminaga
MPCFL: Towards Multi-party Computation for Secure Federated Learning Aggregation. 19 - Henrique Fell Lautert
Recognition of Denial-of-Service Attacks in IoT Networks with Linear Complexity Model. 20 - Masatoshi Hanai, Mitsuaki Kawamura
Cloud Data Acquisition from Shared-Use Facilities in A University-Scale Laboratory Information Management System. 21 - Marco Garofalo
Workflow Engines in the Compute Continuum: a Comparative Analysis. 22 - Shamil Al-Ameen
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
Using Machine Learning to Predict the Exact Resource Usage of Microservice Chains. 25 - Tommaso Di Riccio
Sustainable placement of VNF chains in Intent-based Networking. 26 - Bruno Casella
Architecture-Based FedAvg for Vertical Federated Learning. 27 - Federica Filippini
SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing Continua. 28 - Giacomo Di Fabrizio
A Study on the energy-efficiency of the Object Tracking Algorithms in Edge Devices. 29 - Gianluca Mittone
Distributed Edge Inference: an Experimental Study on Multiview Detection. 30 - Abednego Wamuhindo Kambale
Runtime Management of Artificial Intelligence Applications for Smart Eyewears. 31 - Abderrahim Rafae
Trust Evaluation in IoT Systems: Extracting User Trust Levels based on Security Profiles in Water Treatment Facilities. 32 - Adrien Gallego
Machine Learning Inference on Serverless Platforms Using Model Decomposition. 33 - Ali Balador, Lizzy Tengana, Mohammad Ashjaei, Raihan Ul Islam
Server Time Reservation for Periodic Real-Time Applications. 34 - Syed Muhammad Ammar Hassan Bukhari
PPS: A Packets Pattern-based Video Identification in Encrypted Network Traffic. 35 - Aissa Hadj Mohamed, Allan Mariano de Souza
CCSF: Clustered Client Selection Framework for Federated Learning in non-IID Data. 36 - Antonio Scarvaglieri
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
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
Towards Seamless Serverless Computing Across an Edge-Cloud Continuum. 41 - Ahmed Khan Leghari
IoT Based Closed Loop Production Optimization using MQTT and Rule-based System. 43 - Serena Sebbio
Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption Analysis. 44 - Lidia Kidane
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
FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuum. 47 - Rajesh Kulkarni
iCiRe: Optimal Scheduling of HPC Applications in Multi-Cloud. 48 - Giovanni Toffetti
ROS-based Robotic Applications Orchestration in the Compute Continuum: Challenges and Approaches. 49 - Andreas Tsagkaropoulos
Introducing Monitoring and extended Elasticity support in TOSCA. 50 - Narges Mehran
Comparison of Microservice Call Rate Predictions for Replication in the Cloud. 51 - Shahrzad Pour, Daniel Balouek
An urgent computing oriented architecture for dynamic climate risk management framework. 52 - Boris Kraychev
FedGrid: Federated Model Aggregation via Grid Shifting. 53 - Narges Mehran
Scheduling of Distributed Applications on the Computing Continuum: A Survey. 54 - Rómulo Walter Condori Bustincio
EntropicFL: Efficient Federated Learning via Data Entropy and Model Divergence. 55 - Fei Hu
Distributed Edge AI Systems. 56 - Sergi Vivó
Comparing Evolutionary Optimization Algorithms for the Fog Service Placement Problem. 57 - Taarika Hegde
Cloud Security Frameworks: A Comparison to Evaluate Cloud Control Standards. 58 - Kevin Klassen
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
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
Towards declarative intent processing and conflict resolution in IBN. 63 - Luca Ferrucci
StarFlow: fine-grained execution of workflows in Hybrid Cloud HPC for data stream applications. 64 - Gabriele Morabito
Enhancing Data Privacy in Federated Data Spaces: Hierarchical Secret-Share based Pseudonymization. 65 - Marvin Kruber, Tobias Pfandzelter
A Hybrid Communication Approach for Metadata Exchange in Geo-Distributed Fog Environments. 66
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