PhD Researcher & Software Engineer

Seyed Hossein
Ahmadpanah

Specializing in cloud-native systems, edge AI, and secure container orchestration. Author of 15+ peer-reviewed publications in journals including Future Generation Computer Systems, Cluster Computing, and Ad Hoc Networks.

Edge AI Container Migration Federated Learning LLM Optimization DevOps Zero Trust Security IoT
Seyed Hossein Ahmadpanah
Open to collaboration
Islamic Azad University
Tehran, Iran
CEO · YaaSaan
15+ Publications
40+ BSc Projects Supervised
5+ MSc Theses Supervised
12+ Years Experience
01

Selected Publications

2026 Future Generation Computer Systems
Concord: A Scalable, Trace-Driven, and Reproducible Framework for Resilient Container Warming in Serverless IoT
Seyed Hossein Ahmadpanah
↗ doi:10.1016/j.future.2026.108409
2026 The Journal of Supercomputing
DYNTRACE-SEC: Adaptive Security for Containerized Environments via Load-Aware Segmentation and Trust-Driven Policy Specification
Seyed Hossein Ahmadpanah & Meghdad Mirabi
↗ doi:10.1007/s11227-026-08319-6
2026 Concurrency and Computation: Practice and Experience
The Cache Oracle: Preemptive Request Dispatching for I/O-Asymmetric Serverless Databases
Seyed Hossein Ahmadpanah et al.
↗ doi:10.1002/cpe.70470
2025 Cluster Computing
FlexiMigrate: Enhancing Live Container Migration in Heterogeneous Computing Environments
Seyed Hossein Ahmadpanah et al.
↗ doi:10.1007/s10586-025-05548-x
2025 Journal of Grid Computing
Cerebrum: A Proactive Federated Learning Framework for Multi-Objective Edge Workflow Scheduling
Seyed Hossein Ahmadpanah & Meghdad Mirabi
↗ doi:10.1007/s10723-025-09816-3
2025 Knowledge and Information Systems
Dynamic Token Pruning for LLMs: Leveraging Task-Specific Attention and Adaptive Thresholds
Seyed Hossein Ahmadpanah, Sanaz Sobhanloo & Pania Afsharfarnia
↗ doi:10.1007/s10115-025-02450-1
2025 Cluster Computing
ATLAS: Adaptive Threat-Learning Algorithm for Secure Container Migration in Heterogeneous Multi-Cloud Environments
Seyed Hossein Ahmadpanah et al.
↗ doi:10.1007/s10586-025-05720-3
2025 Ad Hoc Networks
Collaborative Deployment of Large AI Models on the Edge: A Microservice Approach to Heterogeneous Training and Quantized Inference
Seyed Hossein Ahmadpanah et al.
↗ doi:10.1016/j.adhoc.2025.104080
2025 Computing
Semantic-aware LLM Orchestration for Proactive Resource Management in Predictive Digital Twin Vehicular Networks
Seyed Hossein Ahmadpanah
↗ doi:10.1007/s00607-025-01609-6
2025 Pervasive and Mobile Computing
DeSIST: Emergent Security in IoT through Decentralized Strategic Interactions — A Game-Theoretic Zero Trust Framework
Seyed Hossein Ahmadpanah et al.
↗ doi:10.1016/j.pmcj.2025.102124
02

Work Experience

Feb 2025 – present
Chief Executive Officer
YaaSaan
Jun 2023 – present
Deputy CEO
Fankash — ICT Company for Tehran Municipality Employees
Feb 2021 – Jun 2024
Head of R&D and Software Development
Asiatech Cloud
Led research, production, and software development for cloud infrastructure products.
Sep 2022 – Feb 2024
Infrastructure and DevOps Consultant
Saman Kish Electronic Payment
Provided infrastructure strategy and DevOps guidance.
Dec 2014 – Feb 2026
Chief Technology Officer (CTO)
Bahar Samaneh Shargh Co.
Managed software research, production, and development over 11+ years.
Feb 2021 – present
Invited Lecturer – MSc Level
Pars Art and Architecture University
Teaching graduate courses. Supervision and consultation of 5+ MSc theses.
Feb 2023 – present
Invited Lecturer – BSc Level
Kharazmi University
Teaching undergraduate courses. Supervision of 40+ BSc projects.
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Education

PhD in Software Engineering
Islamic Azad University  ·  2018 – 2025
3.7 GPA / 4.0
Master's Degree in Computer Networks
Islamic Azad University  ·  2017 – 2018
4.0 GPA / 4.0
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Technical Skills

Cloud & Edge
Kubernetes Docker Serverless Multi-Cloud Live Container Migration Federated Learning Edge AI
Programming
Python Bash JavaScript SQL RESTful APIs Android
DevOps & Infra
CI/CD Pipelines Git Helm Prometheus Grafana IaC Linux/Unix
Security & Networking
Zero Trust Secure Migration DDoS Mitigation IoT Security TLS/SSL Cryptographic Protocols
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