Zahra Najafabadi Samani

24 papers A 1B 3C 2Misc 5Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
AutoStreamPipe: LLM Assisted Automatic Generation of Data Stream Processing Pipelines.
CoRR
Abolfazl Younesi, Zahra Najafabadi Samani, Thomas Fahringer
2025 — conf
DEEP: Edge-Based Dataflow Processing with Hybrid Docker Hub and Regional Registries.
IPDPS (Workshops)
Narges Mehran, Zahra Najafabadi Samani, Reza Farahani, Josef Hammer, Dragi Kimovski
2025 J jnl
DEEP: Edge-based Dataflow Processing with Hybrid Docker Hub and Regional Registries.
CoRR
Narges Mehran, Zahra Najafabadi Samani, Reza Farahani, Josef Hammer, Dragi Kimovski
2025 Misc conf
DRAF: A Drift-Resilient Averaging in Federated Learning across the Cloud Edge Continuum.
UCC
Juan Aznar-Poveda, Zahra Najafabadi Samani, Marco Cotrotzo, Jona Florian Müller, Philipp Gschwandtner, Thomas Fahringer
2025 B conf
Energy-aware Prediction-based Scheduling of Dataflow Processing on the Cloud, Fog, and Edge.
IC2E
Narges Mehran, Zahra Najafabadi Samani, Samira Afzal, Frank Pallas
2025 B conf
Energy-aware Prediction-based Scheduling of Dataflow Processing on the Cloud, Fog, and Edge.
IC2E
Narges Mehran, Zahra Najafabadi Samani, Samira Afzal, Frank Pallas
2025 J jnl
FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning.
CoRR
Abolfazl Younesi, Leon Kiss, Zahra Najafabadi Samani, Juan Aznar-Poveda, Thomas Fahringer
2025 Misc conf
FedGuard: Leader-Aware Fault-Tolerant Federated Learning in the Cloud-Edge Continuum.
UCC
Juan Aznar-Poveda, Stefan Pedratscher, Peter Burger, Abolfazl Younesi, Marlon Etheredge, Zahra Najafabadi Samani, Peter Thoman, Thomas Fahringer
2025 Misc conf
PreMatch: A Prediction-based Scheduler for Dataflow Asynchronous Processing on the Computing Continuum.
SAC
Narges Mehran, Zahra Najafabadi Samani, Samira Afzal, Radu Prodan, Frank Pallas, Peter Dorfinger
2025 J jnl
STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles.
Internet Things
Stefan Pedratscher, Zahra Najafabadi Samani, Juan Aznar-Poveda, Thomas Fahringer, Marlon Etheredge, Abolfazl Younesi, Juan Jose Durillo Barrionuevo, Peter Thoman
2025 J jnl
ScaleIP: A hybrid autoscaling of VoIP services based on deep reinforcement learning.
Comput. Commun.
Zahra Najafabadi Samani, Juan Aznar-Poveda, Dominik Gratz, Rene Hueber, Philipp Kalb, Thomas Fahringer
2025 J jnl
SmartKV: A cost-effective and low-latency geo-distributed key-value store for the computing continuum.
Future Gener. Comput. Syst.
Juan Aznar-Poveda, Maximilian Franz Ebner, Thomas Fahringer, Zahra Najafabadi Samani, Marlon Etheredge, Stefan Pedratscher, Nishant Saurabh
2025 Misc conf
Splitwise: Collaborative Edge-Cloud Inference for LLMs via Lyapunov-Assisted DRL.
UCC
Abolfazl Younesi, Abbas Shabrang Maryan, Elyas Oustad, Zahra Najafabadi Samani, Mohsen Ansari, Thomas Fahringer
2025 J jnl
Splitwise: Collaborative Edge-Cloud Inference for LLMs via Lyapunov-Assisted DRL.
CoRR
Abolfazl Younesi, Abbas Shabrang Maryan, Elyas Oustad, Zahra Najafabadi Samani, Mohsen Ansari, Thomas Fahringer
2024 — conf
Dynamic Resource Manager for Automating Deployments in the Computing Continuum.
Euro-Par Workshops (1)
Zahra Najafabadi Samani, Matthias Gassner, Thomas Fahringer, Juan Aznar-Poveda, Stefan Pedratscher
2024 J jnl
Dynamic Resource Manager for Automating Deployments in the Computing Continuum.
CoRR
Zahra Najafabadi Samani, Matthias Gassner, Thomas Fahringer, Juan Aznar-Poveda, Stefan Pedratscher
2023 J jnl
Incremental Multilayer Resource Partitioning for Application Placement in Dynamic Fog.
IEEE Trans. Parallel Distributed Syst.
Zahra Najafabadi Samani, Narges Mehran, Dragi Kimovski, Shajulin Benedict, Nishant Saurabh, Radu Prodan
2023 A conf
Proactive SLA-aware Application Placement in the Computing Continuum.
IPDPS
Zahra Najafabadi Samani, Narges Mehran, Dragi Kimovski, Radu Prodan
2023 Misc conf
SDKV: A Smart and Distributed Key-Value Store for the Edge-Cloud Continuum.
UCC
Juan Aznar-Poveda, Tobias Pockstaller, Thomas Fahringer, Stefan Pedratscher, Zahra Najafabadi Samani
2022 B conf
MPEC2: Multilayer and Pipeline Video Encoding on the Computing Continuum.
NCA
Samira Afzal, Zahra Najafabadi Samani, Narges Mehran, Christian Timmerer, Radu Prodan
2022 C conf
Matching-based Scheduling of Asynchronous Data Processing Workflows on the Computing Continuum.
CLUSTER
Narges Mehran, Zahra Najafabadi Samani, Dragi Kimovski, Radu Prodan
2021 C conf
Multilayer Resource-aware Partitioning for Fog Application Placement.
ICFEC
Zahra Najafabadi Samani, Nishant Saurabh, Radu Prodan
2021 J jnl
Multilayer Resource-aware Partitioning for Fog Application Placement.
CoRR
Zahra Najafabadi Samani, Nishant Saurabh, Radu Prodan
2019 — conf
A Semantic Model with Self-adaptive and Autonomous Relevant Technology for Social Media Applications.
Euro-Par Workshops
Zahra Najafabadi Samani, Alexander Lercher, Nishant Saurabh, Radu Prodan