Table of Contents

• Event-Driven FaaS Workflows for Enabling IoT Data Processing at the Cloud Edge ContinuumChristian Sicari, Daniel Balouek, Manish Parashar, Massimo Villari. 1 [doi]
• SDKV: A Smart and Distributed Key-Value Store for the Edge-Cloud ContinuumJuan Aznar-Poveda, Tobias Pockstaller, Thomas Fahringer, Stefan Pedratscher, Zahra Najafabadi Samani. 2 [doi]
• LLD: A Last-Level Defense for Application Integrity and ConfidentialityGabriel P. Fernandez, Andrey Brito, Ardhi Putra Pratama Hartono, Muhammad Usama Sardar, Christof Fetzer. 3 [doi]
• The Early Microbenchmark Catches the Bug - Studying Performance Issues Using Micro- and Application BenchmarksNils Japke, Christoph Witzko, Martin Grambow, David Bermbach. 4 [doi]
• Identifying Network Congestion Using Knowledge Graphs and Link PredictionAikaterini Mitropoulou, Panagiotis C. Kokkinos, Emmanouel Manos Varvarigos. 5 [doi]
• A Systematic Technology Review of General-Purpose Open-Source TOSCA OrchestratorsMiles Stötzner, Steffen Becker 0001, Lukas Harzenetter, Frank Leymann, Benjamin Weder, Uwe Breitenbücher, Oliver Kopp, Kevin Klein 0002, Jacopo Soldani. 6 [doi]
• Cloud Workload Categorization Using Various Data Preprocessing and Clustering TechniquesMustafa Daraghmeh, Anjali Agarwal, Yaser Jararweh. 7 [doi]
• Secure Neural Network Inference as a Service with Resource-Constrained ClientsRik de Vries, Zoltán Ádám Mann. 8 [doi]
• Xfas: Fault Recovery by Externally Controlling OS BehaviorKento Kimura, Kenichi Kourai. 9 [doi]
• Compliance Management of IaC-Based Cloud Deployments During RuntimeGhareeb Falazi, Lukas Harzenetter, Kálmán Képes, Frank Leymann, Uwe Breitenbücher, Evangelos Ntentos, Uwe Zdun, Martin Becker, Elena Heldwein. 10 [doi]
• NSDF-Services: Integrating Networking, Storage, and Computing Services into a Testbed for Democratization of Data DeliveryJakob Lüttgau, Heberth F. Martinez, Paula Olaya, Giorgio Scorzelli, Glenn Tarcea, Jay F. Lofstead, Christine R. Kirkpatrick, Valerio Pascucci, Michela Taufer. 11 [doi]
• A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and TemperatureShashikant Ilager, Adel Nadjaran Toosi, Mayank Raj Jha, Ivona Brandic, Rajkumar Buyya. 12 [doi]
• FedBed: Benchmarking Federated Learning over Virtualized Edge TestbedsMoysis Symeonides, Fotis Nikolaidis, Demetris Trihinas, George Pallis 0001, Marios D. Dikaiakos, Angelos Bilas. 13 [doi]
• Optimal Deployment of Cloud-native Applications with Fault-Tolerance and Time-Critical End-to-End ConstraintsRemo Andreoli, Harald Gustafsson, Luca Abeni, Raquel Mini, Tommaso Cucinotta. 14 [doi]
• Performance Analysis of Federated Learning in Orbital Edge ComputingMohammad Reza Jabbarpour, Bahman Javadi, Philip H. W. Leong, Rodrigo N. Calheiros, David Boland, Chris Butler. 15 [doi]
• Novel Strategies for Road Network Disruption AnalysisAnnamaria Ficara, Giacomo Fiumara, Maria Fazio, Antonio Celesti, Massimo Villari. 16 [doi]
• End-to-end Integration of Scientific Workflows on Distributed Cyberinfrastructures: Challenges and Lessons Learned with an Earth Science ApplicationCamila 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. 17 [doi]
• Enhancing Deployment Variability Management by Pruning Elements in Deployment ModelsMiles Stötzner, Floriment Klinaku, Robin Dominic Pesl, Steffen Becker 0001. 18 [doi]
• MPCFL: Towards Multi-party Computation for Secure Federated Learning AggregationHiroki Kaminaga, Feras M. Awaysheh, Sadi Alawadi, Liina Kamm. 19 [doi]
• Recognition of Denial-of-Service Attacks in IoT Networks with Linear Complexity ModelHenrique Fell Lautert, Laércio Pioli, Douglas D. J. de Macedo. 20 [doi]
• Cloud Data Acquisition from Shared-Use Facilities in A University-Scale Laboratory Information Management SystemMasatoshi Hanai, Mitsuaki Kawamura, Ryo Ishikawa, Toyotaro Suzumura, Kenjiro Taura. 21 [doi]
• Workflow Engines in the Compute Continuum: a Comparative AnalysisMarco Garofalo, Gabriele Morabito, Maria Fazio, Antonio Celesti, Massimo Villari. 22 [doi]
• Tiny-Impute: A Framework for On-device Data Quality Validation, Hybrid Anomaly Detection, and Data Imputation at the EdgeShamil Al-Ameen, Bharath Sudharsan, Tomasz Szydlo, Roua Al-Taie, Tejal Shah, Rajiv Ranjan 0001. 23 [doi]
• Machine Learning for Predictive Resource Scaling of Microservices on Kubernetes PlatformsAdam Rubak, Javid Taheri. 24 [doi]
• Using Machine Learning to Predict the Exact Resource Usage of Microservice ChainsJavid Taheri, Arvid Gördén, Auday Al-Dulaimy. 25 [doi]
• Sustainable placement of VNF chains in Intent-based NetworkingTommaso Di Riccio, Jacopo Massa, Stefano Forti 0002, Antonio Brogi. 26 [doi]
• Architecture-Based FedAvg for Vertical Federated LearningBruno Casella, Samuele Fonio. 27 [doi]
• SPACE4AI-R: a Runtime Management Tool for AI Applications Component Placement and Resource Scaling in Computing ContinuaFederica Filippini, Hamta Sedghani, Danilo Ardagna. 28 [doi]
• A Study on the energy-efficiency of the Object Tracking Algorithms in Edge DevicesGiacomo Di Fabrizio, Lorenzo Calisti, Chiara Contoli, Nicholas Kania, Emanuele Lattanzi. 29 [doi]
• Distributed Edge Inference: an Experimental Study on Multiview DetectionGianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke. 30 [doi]
• Runtime Management of Artificial Intelligence Applications for Smart EyewearsAbednego Wamuhindo Kambale, Hamta Sedghani, Federica Filippini, Giacomo Verticale, Danilo Ardagna. 31 [doi]
• Trust Evaluation in IoT Systems: Extracting User Trust Levels based on Security Profiles in Water Treatment FacilitiesAbderrahim Rafae, Aicha Aiche, Mohammed Erritali, Pierre-Martin Tardif. 32 [doi]
• Machine Learning Inference on Serverless Platforms Using Model DecompositionAdrien Gallego, Uraz Odyurt, Yi Cheng, Yuandou Wang, Zhiming Zhao. 33 [doi]
• Server Time Reservation for Periodic Real-Time ApplicationsAli Balador, Lizzy Tengana, Mohammad Ashjaei, Raihan Ul Islam, Saad Mubeen. 34 [doi]
• PPS: A Packets Pattern-based Video Identification in Encrypted Network TrafficSyed Muhammad Ammar Hassan Bukhari, Muhammad Afaq, Wang-Cheol Song. 35 [doi]
• CCSF: Clustered Client Selection Framework for Federated Learning in non-IID DataAissa Hadj Mohamed, Allan Mariano de Souza, Joahannes B. D. da Costa, Leandro A. Villas, Júlio Cesar dos Reis. 36 [doi]
• A lightweight, fully-distributed AI framework for energy-efficient resource allocation in LoRa networksAntonio Scarvaglieri, Sergio Palazzo, Fabio Busacca. 37 [doi]
• Short-term Energy Forecasting using the Regression Tsetlin MachineSasanka N. Ranasinghe, Harsha S. Gardiyawasam Pussewalage. 38 [doi]
• Energy-Efficient Resource Management for Real-Time Applications in FaaS Edge Computing PlatformsShahrokh Vahabi, Francesca Righetti, Carlo Vallati, Nicola Tonellotto. 39 [doi]
• Multi-Objective Optimisation of Container Orchestration SystemsMarcus Reitzl, Dragi Kimovski. 40 [doi]
• Towards Seamless Serverless Computing Across an Edge-Cloud ContinuumEmilian Simion, Yuandou Wang, Hsiang-Ling Tai, Uraz Odyurt, Zhiming Zhao. 41 [doi]
• IoT Based Closed Loop Production Optimization using MQTT and Rule-based SystemAhmed Khan Leghari, Emilie Møllenbach. 43 [doi]
• Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption AnalysisSerena Sebbio, Gabriele Morabito, Alessio Catalfamo, Lorenzo Carnevale, Maria Fazio. 44 [doi]
• Automated Hyperparameter Tuning for Adaptive Cloud Workload PredictionLidia Kidane, Paul Townend, Thijs Metsch, Erik Elmroth. 45 [doi]
• Peer-to-Peer (P2P) Electricity Trading with AnonymitySasanka N. Ranasinghe, Harsha S. Gardiyawasam Pussewalage, Antorweep Chakravorty. 46 [doi]
• FIGARO: reinForcement learnInG mAnagement acRoss the computing cOntinuumFederica Filippini, Riccardo Cavadini, Danilo Ardagna, Riccardo Lancellotti, Gabriele Russo Russo, Valeria Cardellini, Francesco Lo Presti. 47 [doi]
• iCiRe: Optimal Scheduling of HPC Applications in Multi-CloudRajesh Kulkarni, Pradeep Gameria, Dheeraj Chahal. 48 [doi]
• ROS-based Robotic Applications Orchestration in the Compute Continuum: Challenges and ApproachesGiovanni Toffetti, Leonardo Militano, Tharaka Ratnayake, Mark Straub. 49 [doi]
• Introducing Monitoring and extended Elasticity support in TOSCAAndreas Tsagkaropoulos, Yiannis Verginadis, Gregoris Mentzas. 50 [doi]
• Comparison of Microservice Call Rate Predictions for Replication in the CloudNarges Mehran, Arman Haghighi, Pedram Aminharati, Nikolay Nikolov, Ahmet Soylu, Dumitru Roman, Radu Prodan. 51 [doi]
• An urgent computing oriented architecture for dynamic climate risk management frameworkShahrzad Pour, Daniel Balouek, Amir Masoumi, Martin Brynskov. 52 [doi]
• FedGrid: Federated Model Aggregation via Grid ShiftingBoris Kraychev, Ensiye Kiyamousavi, Ivan Koychev. 53 [doi]
• Scheduling of Distributed Applications on the Computing Continuum: A SurveyNarges Mehran, Dragi Kimovski, Hermann Hellwagner, Dumitru Roman, Ahmet Soylu, Radu Prodan. 54 [doi]
• EntropicFL: Efficient Federated Learning via Data Entropy and Model DivergenceRómulo Walter Condori Bustincio, Allan Mariano de Souza, Joahannes B. D. da Costa, Luiz F. Bittencourt. 55 [doi]
• Distributed Edge AI SystemsFei Hu, Kunal Mehta, Shivakant Mishra, Mohammad Al-Mutawa. 56 [doi]
• Comparing Evolutionary Optimization Algorithms for the Fog Service Placement ProblemSergi Vivó, Isaac Lera, Carlos Guerrero. 57 [doi]
• Cloud Security Frameworks: A Comparison to Evaluate Cloud Control StandardsTaarika Hegde, Josh Gangl, Stanislav Babenko, Joel Coffman. 58 [doi]
• Is Securing an Untrusted Cloud with Cryptography Still Economically Unviable?Kevin Klassen, Jake Skinner, Joel Coffman. 59 [doi]
• Energy Efficient Cloud Architecture Solutions: A Real CaseMahyar Tourchi Moghaddam, Admir Osmanovic, Max Enroth. 60 [doi]
• A Virtual Object Stack for IoT-Enabled Applications Across the Compute ContinuumGeorge Papathanail, Lefteris Mamatas, Tryfon Theodorou, Ilias Sakellariou, Panagiotis Papadimitriou 0001, Nikos Filinis, Dimitrios Spatharakis, Eleni Fotopoulou, Anastasios Zafeiropoulos, Symeon Papavassiliou. 61 [doi]
• Architecting Cloud Solutions for Improved Consulting Practices: Leveraging Simulation for Cost, Performance, and Energy EfficiencyMahyar Tourchi Moghaddam, Mads Møller Hansen. 62 [doi]
• Towards declarative intent processing and conflict resolution in IBNJacopo Massa, Stefano Forti 0002, Federica Paganelli, Patrizio Dazzi, Antonio Brogi. 63 [doi]
• StarFlow: fine-grained execution of workflows in Hybrid Cloud HPC for data stream applicationsLuca Ferrucci, Marco Danelutto, Patrizio Dazzi. 64 [doi]
• Enhancing Data Privacy in Federated Data Spaces: Hierarchical Secret-Share based PseudonymizationGabriele Morabito, Antonino Galletta, Antonio Celesti, Massimo Villari, Maria Fazio. 65 [doi]
• A Hybrid Communication Approach for Metadata Exchange in Geo-Distributed Fog EnvironmentsMarvin Kruber, Tobias Pfandzelter, David Bermbach. 66 [doi]