Stefan Pedratscher

According to our database, Stefan Pedratscher authored at least 16 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Pulse: Multi-objective scheduling of service-based applications in multi-cluster cloud-edge-IoT infrastructures.

Marlon Etheredge, Juan Aznar-Poveda, Stefan Pedratscher, Abolfazl Younesi, Thomas Fahringer

J. Netw. Comput. Appl., 2026

CADD: Collaborative adaptive duty cycle and data reduction for congestion control in LoRaWAN.

Laura Acosta-Garcia, Juan Aznar-Poveda, Stefan Pedratscher, Marlon Etheredge, Rafael Asorey-Cacheda, Joan García-Haro, Thomas Fahringer, Antonio-Javier García-Sánchez

Internet Things, 2026

2025

Collaborative State Machines: A Better Programming Model for the Cloud-Edge-IoT Continuum.

Marlon Etheredge, Thomas Fahringer, Felix Erlacher, Elias Kohler, Stefan Pedratscher, Juan Aznar-Poveda, Nishant Saurabh, Adrien Lebre

CoRR, July, 2025

STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles.

Stefan Pedratscher, Zahra Najafabadi Samani, Juan Aznar-Poveda, Thomas Fahringer, Marlon Etheredge, Abolfazl Younesi, Juan Jose Durillo Barrionuevo, Peter Thoman

Internet Things, 2025

SmartKV: A cost-effective and low-latency geo-distributed key-value store for the computing continuum.

Juan Aznar-Poveda, Maximilian Franz Ebner, Thomas Fahringer, Zahra Najafabadi Samani, Marlon Etheredge, Stefan Pedratscher, Nishant Saurabh

Future Gener. Comput. Syst., 2025

FedGuard: Leader-Aware Fault-Tolerant Federated Learning in the Cloud-Edge Continuum.

Juan Aznar-Poveda, Stefan Pedratscher, Peter Burger, Abolfazl Younesi, Marlon Etheredge, Zahra Najafabadi Samani, Peter Thoman, Thomas Fahringer

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

2024

M2FaaS: Transparent and fault tolerant FaaSification of Node.js monolith code blocks.

Stefan Pedratscher, Sashko Ristov, Thomas Fahringer

Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

Dynamic Resource Manager for Automating Deployments in the Computing Continuum.

Zahra Najafabadi Samani, Matthias Gassner, Thomas Fahringer, Juan Aznar-Poveda, Stefan Pedratscher

Proceedings of the Euro-Par 2024: Parallel Processing Workshops, 2024

Dynamic Workflow Scheduling in the Edge-Cloud Continuum: Optimizing Runtimes Under Budget Constraints.

Stefan Pedratscher, Thomas Fahringer, Juan Aznar-Poveda

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

$xAFCL$xAFCL: Run Scalable Function Choreographies Across Multiple FaaS Systems.

Sasko Ristov, Stefan Pedratscher, Thomas Fahringer

IEEE Trans. Serv. Comput., 2023

SDKV: A Smart and Distributed Key-Value Store for the Edge-Cloud Continuum.

Juan Aznar-Poveda, Tobias Pockstaller, Thomas Fahringer, Stefan Pedratscher, Zahra Najafabadi Samani

Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

2022

Concurrent execution of Monte Carlo serverless functions across AWS, Google, IBM, and Alibaba.

Sasko Ristov, Stefan Pedratscher, Thomas Fahringer

Dataset, May, 2022

xAFCL: Run Scalable Function Choreographies Across Multiple FaaS Systems.

Sasko Ristov, Stefan Pedratscher, Thomas Fahringer

Proceedings of the IEEE World Congress on Services, 2022

2021

DAF: Dependency-Aware FaaSifier for Node.js Monolithic Applications.

Sasko Ristov, Stefan Pedratscher, Jakob Wallnoefer, Thomas Fahringer

IEEE Softw., 2021

AFCL: An Abstract Function Choreography Language for serverless workflow specification.

Sasko Ristov, Stefan Pedratscher, Thomas Fahringer

Future Gener. Comput. Syst., 2021

2020

Portable execution of serverless functions on AWS Lambda and IBM Cloud Functions.

Sasko Ristov, Stefan Pedratscher, Thomas Fahringer

Dataset, June, 2020