Navidreza Asadi

According to our database, Navidreza Asadi authored at least 16 papers between 2022 and 2025.

Collaborative distances:

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

2025

On-Demand Container Partitioning for Distributed ML.

Giovanni Bartolomeo, Navidreza Asadi, Wolfgang Kellerer, Jörg Ott, Nitinder Mohan

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

WaveSurfer - Scheduling Irregular Pulsing Attacks on Microservice Autoscaling.

Navidreza Asadi, Razvan-Mihai Ursu, Johannes Zerwas, Leon Wong, Wolfgang Kellerer

Proceedings of the ACM SIGCOMM 2025 Posters and Demos, 2025

Challenges in Designing Robust RL-Based Autoscalers.

Navidreza Asadi, Dalal Ali, Razvan-Mihai Ursu, Wolfgang Kellerer

Proceedings of the 4th Workshop on Practical Adoption Challenges of ML for Systems, 2025

Simurgh: Multi-Agent Adversarial Benchmarking for Proactive Microservice Observability.

Navidreza Asadi, Razvan-Mihai Ursu, Leon Wong, Wolfgang Kellerer

NGNO@MM, 2025

Comparative Analysis Between Decentralized and Centralized Network Digital Twins of Kubernetes Clusters.

Razvan-Mihai Ursu, Navidreza Asadi, Johannes Zerwas, Leon Wong, Wolfgang Kellerer

Proceedings of the 11th IEEE International Conference on Network Softwarization, 2025

Poster: Road to Tiny Reality: Digital Twins for Decentralized AI on Microcontrollers.

Navidreza Asadi, Halil Ibrahim Bengu, Lars Wulfert, Hendrik Wöhrle, Wolfgang Kellerer

Proceedings of the 31st Annual International Conference on Mobile Computing and Networking, 2025

Gist - Optimizing Segmentation for Decentralized Federated Learning on Tiny Devices.

Navidreza Asadi, Halil Ibrahim Bengu, Lars Wulfert, Hendrik Wöhrle, Wolfgang Kellerer

Proceedings of the Federated Learning and Edge AI for Privacy and Mobility, 2025

Enabling a Secure and Resilient Internet of Everything: A Multi-Layer Non-Cryptocurrency Blockchain Approach.

Porya Elahi Kheibary, Navidreza Asadi, Wolfgang Kellerer

Proceedings of the 7th Conference on Blockchain Research & Applications for Innovative Networks and Services, 2025

2024

Variant Parallelism: Lightweight Deep Convolutional Models for Distributed Inference on IoT Devices.

Navidreza Asadi, Maziar Goudarzi

IEEE Internet Things J., January, 2024

FullPack: Full Vector Utilization for Sub-Byte Quantized Matrix-Vector Multiplication on General Purpose CPUs.

Hossein Katebi, Navidreza Asadi, Maziar Goudarzi

IEEE Comput. Archit. Lett., 2024

2023

An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate Glucometer Readout.

Navidreza Asadi, Maziar Goudarzi

CoRR, 2023

HyPA: Hybrid Horizontal Pod Autoscaling with Automated Model Updates.

Kaan Aykurt, Razvan-Mihai Ursu, Johannes Zerwas, Patrick Krämer, Navidreza Asadi, Leon Wong, Wolfgang Kellerer

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023

Towards Digital Network Twins: Can we Machine Learn Network Function Behaviors?

Razvan-Mihai Ursu, Johannes Zerwas, Patrick Krämer, Navidreza Asadi, Phil Rodgers, Leon Wong, Wolfgang Kellerer

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Adaptive Decentralized Federated Gossip Learning for Resource-Constrained IoT Devices.

Lars Wulfert, Navidreza Asadi, Wen-Yu Chung, Christian Wiede, Anton Grabmaier

Proceedings of the 4th International Workshop on Distributed Machine Learning, 2023

2022

FullPack: Full Vector Utilization for Sub-Byte Quantized Inference on General Purpose CPUs.

Hossein Katebi, Navidreza Asadi, Maziar Goudarzi

CoRR, 2022

KAPETÁNIOS: Automated Kubernetes Adaptation through a Digital Twin.

Johannes Zerwas, Patrick Krämer, Razvan-Mihai Ursu, Navidreza Asadi, Phil Rodgers, Leon Wong, Wolfgang Kellerer

Proceedings of the 13th International Conference on Network of the Future, 2022