Room: Aula Giorgio Prodi (Ground floor)
9:00 - 10:00 Keynote: Challenges and Opportunities in Edge-Cloud Application Development through QoS-aware Middleware Solutions. Armir Bujari (University of Bologna)
10:00 - 10:30 Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties. Ilja Behnke, Philipp Wiesner, Paul Voelker, Odej Kao (Technische Universität Berlin)
10:30 - 11:00 Coffee break
11:00 - 11:30 On the adversarial robustness of full integer quantized TinyML models at the edge. Davy Preuveneers, Willem Verheyen, Sander Joos, Wouter Joosen (KU Leuven)
11:30 - 12:00 Performance Characterization of MQTT Brokers in a Device-Local Edge Deployment. Guillaume Simard, Cédric Melançon, Patrick Cardinal, Julien Gascon-Samson (ÉTS Montréal)
12:00 - 12:30 Enoki: Stateful Distributed FaaS from Edge to Cloud. Tobias Pfandzelter, David Bermbach (Technische Universität Berlin & Einstein Center Digital Future)
12:30 Closing
Room: Aula Giorgio Prodi (Ground floor)
13:30 - 13:35 Welcome (Aleksander Slominski and Pedro García Lopez)
13:35 - 14:35 Keynote: Short-lived Clouds, Dr. Javier Picorel (Huawei Cloud R&D in Huawei's Munich Research Center)
14:35 - 15:00 Session 1
Characterizing AFCL Serverless Scientific Workflows in Federated FaaS, Mika Hautz (University of Innsbruck), Sashko Ristov (University of Innsbruck), Michael Felderer (German Aerospace Center (DLR))
Scaling a Variant Calling Genomics Pipeline with FaaS, Aitor Arjona (Universitat Rovira i Virgili), Arnau Gabriel-Atienza (Universitat Rovira i Virgili), Sara Lanuza-Orna (Universitat Rovira i Virgili), Xavier Roca-Canals (Universitat Rovira i Virgili), Ayman Bourramouss (Universitat Rovira i Virgili), Tyler K. Chafin (Biomathematics and Statistics Scotland), Lucio Marcello (Biomathematics and Statistics Scotland, Paolo Ribeca (Biomathematics and Statistics Scotland), Pedro Garcia-Lopez (Universitat Rovira i Virgili)
ProFaaStinate: Delaying Serverless Function Calls to Optimize Platform Performance, Trever Schirmer (TU Berlin & ECDF), Valentin Carl (TU Berlin & ECDF), Tobias Pfandzelter (TU Berlin & ECDF), David Bermbach (TU Berlin & ECDF)
X86 vs. ARM: An Investigation of Factors Influencing Serverless Performance, Xinghan Chen (University of Washington), Robert Cordingly (University of Washington), Ling-Hong Hung (University of Washington), Wes Lloyd (University of Washington)
15:00 - 15:30 Coffee break
15:30 - 16:20 Session 2
Efficiently Detecting Performance Changes in FaaS Application Releases, Martin Grambow (TU Berlin, Mobile Cloud Computing Research Group), Tim Dockenfuß (TU Berlin, Mobile Cloud Computing Research Group), Trever Schirmer (TU Berlin, Mobile Cloud Computing Research Group), Nils Japke (TU Berlin, Mobile Cloud Computing Research Group), David Bermbach (TU Berlin, Mobile Cloud Computing Research Group)
Leveraging Intra-Function Parallelism in Serverless Machine Learning, Ionut Predoaia (University of York), Pedro Garcia Lopez (Universitat Rovira i Virgili)
When Serverless Computing Meets Different Degrees of Customization for DNN Inference, Moohyun Song (Kookmin University), Yoonseo Hur (Kookmin University), Kyungyong Lee (Kookmin University)
On Serving Image Classification Models, Aurora González Vidal (University of Murcia), Alexander Isenko (Technical University of Munich), K. R. Jayaram (IBM Research, NY, USA)
16:30 - 17:20 Session 3
Nubes: Object-Oriented Programming for Stateful Serverless Functions, Kinga Anna Marek (Politecnico di Milano, Italy), Luca De Martini (Politecnico di Milano, Italy), Alessandro Margara (Politecnico di Milano, Italy)
GreenCourier: Carbon-Aware Scheduling for Serverless Functions, Mohak Chadha (Technische Universität München), Thandayuthapani Subramanian, (Technische Universität München), Eishi Arima (Technische Universität München), Michael Gerndt (Technische Universität München), Martin Schulz (Technische Universität München), Osama Abboud (Huawei Technologies)
GIRAFF: Reverse Auction-based Placement for Fog Functions heterogenous hardware, Volodia PAROL-GUARINO (Centre INRIA de l'Université de Rennes), Nikos Parlavantzas (IRISA)
16:30 - 18:30 Session 4 (Demos and short talks)
Simulate Data-Aware Serverless Workflows in Federated FaaS with SimLess (demo), Sashko Ristov (University of Innsbruck), Mika Hautz (University of Innsbruck)
Serverless Edge Computing: challenges and opportunities stemming from heterogenous hardware (demo), Tomasz Szydlo (AGH University of Cracow)
Databaseless Queries: Using Calcite as Research Testbed for Hybrid Cloud Data Integration (short talk),
Josef Spillner (Zurich University of Applied Sciences)
Engineering Serverless Workflows With Interoperable BaaS Services (short talk), Sashko Ristov (University of Innsbruck)
Generating Synthetic Ansible Programs with Probabilistic Methods (short talk), Nathanael Nussbaumer (TU Wien), Louis Mandel (IBM Research), Guillaume Baudart (ENS - PSL University - CNRS - Inria), Martin Hirzel (IBM Research), Jürgen Cito (TU Wien)
AI for Smart Environments and Dimensionalty Reduction (short talk), Antonio Martínez Ibarra (University of Murcia)
Optimizing Inference for Small Models in Memory-Limited GPU Environments (short talk), Pol G. Recasens (UPC&BSC), Chen Wang (IBM), Yue Zhu (IBM), Jordi Torres (UPC&BSC), Josep LLuis Berral (UPC&BSC)
FL-based automated & real-time cyber-attack detection (short talk), Pablo Fernández Saura (University of Murcia)
Severless Confidential Containers: Challenges and Opportunities (short talk), Carlos Segarra (Imperial College London), Tobin Feldman-Fitzthum (IBM Research), Daniele Buono (IBM Research)
18:30 - 18:50 End of Workshop
Room: Aula Lucio Gambi (First floor)
Workshop Chairs: Antonino Galletta (University of Messina), Giuseppe Di Modica (University of Bologna)
09:00 - 09:15 Opening
09:15 - 09:40 BlazeFlow: a Multi-Layer Communication Middleware for Real-Time Distributed IoT Applications, Cédric Melançon (Department of Electrical Engineering, ETS Montreal / University of Quebec), Guillaume Simard (Department of Software and IT Engineering, ETS Montreal / University of Quebec), Maarouf Saad (Department of Electrical Engineering, ETS Montreal / University of Quebec), Kuljeet Kaur (Department of Electrical Engineering, ETS Montreal / University of Quebec), Julien Gascon-Samson (Department of Software and IT Engineering, ETS Montreal / University of Quebec)
09:40 - 10:05 Orchestrating serverless applications in the Cloud-to-Edge continuum, Angelo Marchese (University of Catania), Orazio Tomarchio (University of Catania)
10:05 - 09:10 Secure and Lightweight Access Control for Highly Decentralized and Distributed File Systems, Yeongbin Jo (Hanyang University), Yunsang Cho (Hanyang University),
Hokeun Kim (Arizona State University)
10:30 - 11:00 Coffee break
11:00 - 11:25 An Analysis about Federated Learning in Low-Powerful Devices
, Daniel Flores-Martin (Universidad de Extremadura), Jaime Galán-Jiménez (Universidad de Extremadura), Javier Berrocal (Universidad de Extremadura), Juan M Murillo (Universidad de Extremadura)
11:25 - 11:50 An Optimized Blockchain-based Data Transmission System for Telemedicine, Antonino Galletta (University of Messina), Armando Ruggeri (University of Messina), Massimo Villari (Università di Messina)
11:50 - 12:15 Benchmarks for Job Scheduling in Ultra-Distributed Systems
, Kundjanasith Thonglek (Cybermedia Center, Osaka University), Chonho Lee (Cybermedia Center, Osaka University),
Hirotake Abe (Cybermedia Center, Osaka University), Arata Endo (Cybermedia Center, Osaka University), Takahiro Hirofuchi (National Institute of Advanced Industrial Science and Technology), Ryousei Takano (National Institute of Advanced Industrial Science and Technology, Japan), Kohei Taniguchi (Cybermedia Center, Osaka University), Susumu Date (Cybermedia Center, Osaka University)
12:15 - 12:30 Closing
Room: Aula Lucio Gambi (First floor)
Workshop Chairs: Ali Kanso (Microsoft), Abdelouahed Gherbi (Ecole de Technologie Superieure, Montreal, Canada)
13:30 - 14:00 Container Sizing for Microservices with Dynamic Workloads by Online Optimization
14:00 - 14:30 Understanding Container Isolation: An Investigation of Performance Implications of Container Runtimes
14:30 - 15:00 Towards Optimal Preemptive GPU Time-Sharing for Edge Model Serving
Room: Aula Lucio Gambi (First floor)