# Publications — Mohsen Seyedkazemi Ardebili

> Peer-reviewed publications by Mohsen Seyedkazemi Ardebili on HPC anomaly detection, LLM agents for Kubernetes and MLOps — with DOIs and BibTeX.

Source: <https://mskazemi.com/publications/> · Author: Mohsen Seyedkazemi Ardebili · This is the Markdown twin of the HTML page; the HTML is canonical.

---

verified 2026-08-10

Every paper, with its DOI and its BibTeX.

Anomaly detection and thermal-hazard prediction on Tier-0 supercomputers, LLM agents that operate Kubernetes, MLOps at supercomputer scale, and the open datasets underneath all of it. Counts come from Google Scholar; identifiers from Crossref.

## Published and accepted

Peer-reviewed journal articles, conference papers and workshop papers. Citation counts are Google Scholar's, read on 2026-08-10.

- 2026

### DECICE: AI-Driven Scheduling and Digital Twin Integration for the Cloud-HPC-Edge Compute Continuum

A. K. Sharma, F. Stein, M. Aydin, M. Bidollahkhani, S. P. Nanavati, **M. Seyedkazemi Ardebili**, G. Mamulashvili, M. Akbari, J. Decker, Z. Masih, J. M. Kunkel

Proc. of the RPE Special Session, IEEE COMPSAC 2026, Madrid, Spain

Accepted

```

@inproceedings{sharma2026decice,
  author    = {A. K. Sharma and F. Stein and M. Aydin and M. Bidollahkhani and S. P. Nanavati and M. Seyedkazemi Ardebili and G. Mamulashvili and M. Akbari and J. Decker and Z. Masih and J. M. Kunkel},
  title     = {DECICE: AI-Driven Scheduling and Digital Twin Integration for the Cloud-HPC-Edge Compute Continuum},
  booktitle = {Proc. of the RPE Special Session, IEEE COMPSAC 2026, Madrid, Spain},
  year      = {2026},
}

```

- 2026

### [Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System](https://doi.org/10.1016/j.future.2025.108311)

**Mohsen Seyedkazemi Ardebili**, Andrea Bartolini, Andrea Acquaviva, Luca Benini

Future Generation Computer Systems · 108311

1 citation[DOI ↗](https://doi.org/10.1016/j.future.2025.108311)

```

@article{ardebili2026elevating,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Bartolini and Andrea Acquaviva and Luca Benini},
  title     = {Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System},
  journal   = {Future Generation Computer Systems},
  year      = {2026},
  pages     = {108311},
  doi       = {10.1016/j.future.2025.108311},
}

```

- 2026

### [KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management](https://doi.org/10.1007/s10723-026-09837-6)

**Mohsen Seyedkazemi Ardebili**, Andrea Bartolini

Journal of Grid Computing · 24(3) · 17

13 citations[DOI ↗](https://doi.org/10.1007/s10723-026-09837-6)

```

@article{ardebili2026kubeintellect,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Bartolini},
  title     = {KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management},
  journal   = {Journal of Grid Computing},
  year      = {2026},
  volume    = {24},
  number    = {3},
  pages     = {17},
  publisher = {Springer},
  doi       = {10.1007/s10723-026-09837-6},
}

```

- 2025

### [Design and Implementation of Integrated AI Scheduler for Dynamic Cloud Workloads Allocation in Kubernetes Environments](https://doi.org/10.1007/978-3-032-07986-2_25)

M. Bidollahkhani, A. K. Sharma, S. P. Nanavati, **M. Seyedkazemi Ardebili**, G. Mamulashvili, M. Aydin, F. Stein, M. Akbari, J. M. Kunkel

Proc. of the Future Technologies Conference (FTC 2025), Munich, Germany

1 citation[DOI ↗](https://doi.org/10.1007/978-3-032-07986-2_25)

```

@inproceedings{bidollahkhani2025design,
  author    = {M. Bidollahkhani and A. K. Sharma and S. P. Nanavati and M. Seyedkazemi Ardebili and G. Mamulashvili and M. Aydin and F. Stein and M. Akbari and J. M. Kunkel},
  title     = {Design and Implementation of Integrated AI Scheduler for Dynamic Cloud Workloads Allocation in Kubernetes Environments},
  booktitle = {Proc. of the Future Technologies Conference (FTC 2025), Munich, Germany},
  year      = {2025},
  doi       = {10.1007/978-3-032-07986-2_25},
}

```

- 2025

### Lightweight Scalable DevOps for Cloud Robotics

**Mohsen Seyedkazemi Ardebili**, Andrea Bartolini

Proc. of the 3rd Int. Workshop on Scalable Compute Continuum (WSCC 2025), co-located with Euro-Par 2025, Dresden, Germany

```

@inproceedings{ardebili2025lightweight,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Bartolini},
  title     = {Lightweight Scalable DevOps for Cloud Robotics},
  booktitle = {Proc. of the 3rd Int. Workshop on Scalable Compute Continuum (WSCC 2025), co-located with Euro-Par 2025, Dresden, Germany},
  year      = {2025},
}

```

- 2024

### [GRAAFE: GRaph Anomaly Anticipation Framework for Exascale HPC Systems](https://doi.org/10.1016/j.future.2024.06.032)

Martin Molan, **Mohsen Seyedkazemi Ardebili**, Junaid Ahmed Khan, Francesco Beneventi, Daniele Cesarini, Andrea Borghesi, Andrea Bartolini

Future Generation Computer Systems

23 citations[DOI ↗](https://doi.org/10.1016/j.future.2024.06.032)

```

@article{molan2024graafe,
  author    = {Martin Molan and Mohsen Seyedkazemi Ardebili and Junaid Ahmed Khan and Francesco Beneventi and Daniele Cesarini and Andrea Borghesi and Andrea Bartolini},
  title     = {GRAAFE: GRaph Anomaly Anticipation Framework for Exascale HPC Systems},
  journal   = {Future Generation Computer Systems},
  year      = {2024},
  doi       = {10.1016/j.future.2024.06.032},
}

```

- 2024

### [HazardNet: A Thermal Hazard Prediction Framework for Datacenters](https://doi.org/10.1016/j.future.2024.01.031)

**Mohsen Seyedkazemi Ardebili**, Andrea Acquaviva, Luca Benini, Andrea Bartolini

Future Generation Computer Systems

5 citations[DOI ↗](https://doi.org/10.1016/j.future.2024.01.031)

```

@article{ardebili2024hazardnet,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Acquaviva and Luca Benini and Andrea Bartolini},
  title     = {HazardNet: A Thermal Hazard Prediction Framework for Datacenters},
  journal   = {Future Generation Computer Systems},
  year      = {2024},
  doi       = {10.1016/j.future.2024.01.031},
}

```

- 2023

### [M100 ExaData: A Data Collection Campaign on the CINECA's Marconi100 Tier-0 Supercomputer](https://doi.org/10.1038/s41597-023-02174-3)

Andrea Borghesi, Carmine Di Santi, Martin Molan, **Mohsen Seyedkazemi Ardebili**, Alessio Mauri, Massimiliano Guarrasi, Daniela Galetti, et al.

Nature Scientific Data · 10(1) · 288

64 citations[DOI ↗](https://doi.org/10.1038/s41597-023-02174-3)

```

@article{borghesi2023m,
  author    = {Andrea Borghesi and Carmine Di Santi and Martin Molan and Mohsen Seyedkazemi Ardebili and Alessio Mauri and Massimiliano Guarrasi and Daniela Galetti and et al.},
  title     = {M100 ExaData: A Data Collection Campaign on the CINECA's Marconi100 Tier-0 Supercomputer},
  journal   = {Nature Scientific Data},
  year      = {2023},
  volume    = {10},
  number    = {1},
  pages     = {288},
  doi       = {10.1038/s41597-023-02174-3},
}

```

- 2023

### [PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System](https://doi.org/10.1145/3624062.3624263)

Francesco Antici, **Mohsen Seyedkazemi Ardebili**, Andrea Bartolini, Zeynep Kiziltan

Proc. of the SC'23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis · 1812–1819

33 citations[DOI ↗](https://doi.org/10.1145/3624062.3624263)

```

@inproceedings{antici2023pm,
  author    = {Francesco Antici and Mohsen Seyedkazemi Ardebili and Andrea Bartolini and Zeynep Kiziltan},
  title     = {PM100: A Job Power Consumption Dataset of a Large-scale Production HPC System},
  booktitle = {Proc. of the SC'23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis},
  year      = {2023},
  pages     = {1812–1819},
  doi       = {10.1145/3624062.3624263},
}

```

- 2022

### [Multi-level Anomaly Prediction in Tier-0 Datacenter: A Deep Learning Approach](https://doi.org/10.1145/3528416.3530864)

**Mohsen Seyedkazemi Ardebili**, Andrea Bartolini, Luca Benini

Proc. of the 19th ACM International Conference on Computing Frontiers

3 citations[DOI ↗](https://doi.org/10.1145/3528416.3530864)

```

@inproceedings{ardebili2022multilevel,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Bartolini and Luca Benini},
  title     = {Multi-level Anomaly Prediction in Tier-0 Datacenter: A Deep Learning Approach},
  booktitle = {Proc. of the 19th ACM International Conference on Computing Frontiers},
  year      = {2022},
  doi       = {10.1145/3528416.3530864},
}

```

- 2022

### [Rule-based Thermal Anomaly Detection for Tier-0 HPC Systems](https://doi.org/10.1007/978-3-031-23220-6_18)

**Mohsen Seyedkazemi Ardebili**, Andrea Bartolini, Andrea Acquaviva, Luca Benini

3rd ISC HPC International Workshop on Monitoring and Operational Data Analytics

7 citations[DOI ↗](https://doi.org/10.1007/978-3-031-23220-6_18)

```

@inproceedings{ardebili2022rulebased,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Bartolini and Andrea Acquaviva and Luca Benini},
  title     = {Rule-based Thermal Anomaly Detection for Tier-0 HPC Systems},
  booktitle = {3rd ISC HPC International Workshop on Monitoring and Operational Data Analytics},
  year      = {2022},
  doi       = {10.1007/978-3-031-23220-6_18},
}

```

- 2021

### [Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks](https://doi.org/10.23919/date51398.2021.9474116)

**Mohsen Seyedkazemi Ardebili**, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini

Design, Automation and Test in Europe Conference and Exhibition (DATE 2021), IEEE · 1256–1259

9 citations[DOI ↗](https://doi.org/10.23919/date51398.2021.9474116)

```

@inproceedings{ardebili2021prediction,
  author    = {Mohsen Seyedkazemi Ardebili and Marcello Zanghieri and Alessio Burrello and Francesco Beneventi and Andrea Acquaviva and Luca Benini and Andrea Bartolini},
  title     = {Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks},
  booktitle = {Design, Automation and Test in Europe Conference and Exhibition (DATE 2021), IEEE},
  year      = {2021},
  pages     = {1256–1259},
  doi       = {10.23919/date51398.2021.9474116},
}

```

- 2019

### [Thermal Characterization of a Tier-0 Datacenter Room in Normal and Thermal Emergency Conditions](https://doi.org/10.1007/978-3-030-67077-1_1)

**Mohsen Seyedkazemi Ardebili**, Carlo Cavazzoni, Luca Benini, Andrea Bartolini

High Performance Computing in Science and Engineering 2019, Ostrava, Czech Republic

10 citations[DOI ↗](https://doi.org/10.1007/978-3-030-67077-1_1)

```

@inproceedings{ardebili2019thermal,
  author    = {Mohsen Seyedkazemi Ardebili and Carlo Cavazzoni and Luca Benini and Andrea Bartolini},
  title     = {Thermal Characterization of a Tier-0 Datacenter Room in Normal and Thermal Emergency Conditions},
  booktitle = {High Performance Computing in Science and Engineering 2019, Ostrava, Czech Republic},
  year      = {2019},
  doi       = {10.1007/978-3-030-67077-1_1},
}

```

- 2012

### Floating Entanglement Witness Measure and Genetic Algorithm

Amirreza Baghbanpourasl, Ghasem Najarbashi, **Mohsen Seyedkazemi Ardebili**

International Iran Conference on Quantum Information, Sharif University of Technology, Tehran, Iran

```

@inproceedings{baghbanpourasl2012floating,
  author    = {Amirreza Baghbanpourasl and Ghasem Najarbashi and Mohsen Seyedkazemi Ardebili},
  title     = {Floating Entanglement Witness Measure and Genetic Algorithm},
  booktitle = {International Iran Conference on Quantum Information, Sharif University of Technology, Tehran, Iran},
  year      = {2012},
}

```

- 2008

### Designing Optimal PID Controller with Genetic Algorithm in View of Controller Location in the Plant

**Mohsen Seyedkazemi Ardebili**

7th International Conference on Signal Processing, Robotics and Automation, Cambridge, UK

11 citations

```

@inproceedings{ardebili2008designing,
  author    = {Mohsen Seyedkazemi Ardebili},
  title     = {Designing Optimal PID Controller with Genetic Algorithm in View of Controller Location in the Plant},
  booktitle = {7th International Conference on Signal Processing, Robotics and Automation, Cambridge, UK},
  year      = {2008},
}

```

- 2007

### A Genetically Tuned Optimal PID Controller

**Mohsen Seyedkazemi Ardebili**, Adel Akbarimajd, Ali Rahnamaei, Amirreza Baghbanpourasl

WSEAS Transactions on Systems and Control · 2(3)

12 citations

```

@article{ardebili2007a,
  author    = {Mohsen Seyedkazemi Ardebili and Adel Akbarimajd and Ali Rahnamaei and Amirreza Baghbanpourasl},
  title     = {A Genetically Tuned Optimal PID Controller},
  journal   = {WSEAS Transactions on Systems and Control},
  year      = {2007},
  volume    = {2},
  number    = {3},
}

```

- 2007

### Genetic Algorithm Application to Control of STATCOM for Damping of Subsynchronous Resonance

**Mohsen Seyedkazemi Ardebili**, Farzad Sedaghati

7th WSEAS International Conference on Power Systems (PE'07), Beijing, China

3 citations

```

@inproceedings{ardebili2007genetic,
  author    = {Mohsen Seyedkazemi Ardebili and Farzad Sedaghati},
  title     = {Genetic Algorithm Application to Control of STATCOM for Damping of Subsynchronous Resonance},
  booktitle = {7th WSEAS International Conference on Power Systems (PE'07), Beijing, China},
  year      = {2007},
}

```

## Under review

Submitted and in the review process. Submitted is not accepted — these are listed as evidence of the current line of work, not as results.

- —

### An MLOps-Driven AIOps Framework for Anomaly Detection in Kubernetes

Fatemeh Bozorgi, **Mohsen Seyedkazemi Ardebili**, Andrea Bartolini

Under review (revision submitted)

```

@article{bozorgindan,
  author    = {Fatemeh Bozorgi and Mohsen Seyedkazemi Ardebili and Andrea Bartolini},
  title     = {An MLOps-Driven AIOps Framework for Anomaly Detection in Kubernetes},
}

```

- —

### JANA: Job-Aware Node Availability Framework

Martin Molan, **Mohsen Seyedkazemi Ardebili**, Junaid Ahmed Khan, Andrea Borghesi, Andrea Bartolini

Under review

```

@article{molanndjana,
  author    = {Martin Molan and Mohsen Seyedkazemi Ardebili and Junaid Ahmed Khan and Andrea Borghesi and Andrea Bartolini},
  title     = {JANA: Job-Aware Node Availability Framework},
}

```

- —

### AOBench: A Trace-Driven, Role-Aware Benchmark for LLM Agents in HPC Operations

**Mohsen Seyedkazemi Ardebili**, Andrea Bartolini

Under review

```

@article{ardebilindaobench,
  author    = {Mohsen Seyedkazemi Ardebili and Andrea Bartolini},
  title     = {AOBench: A Trace-Driven, Role-Aware Benchmark for LLM Agents in HPC Operations},
}

```

- —

### Thermal-Aware Power Modeling and Job Allocation for Carbon-Aware HPC

Baibek Davletiyarov, **Mohsen Seyedkazemi Ardebili**, Andrea Bartolini

PECS 2026 — Workshop on Performance Engineering for Computing Systems, co-located with Euro-Par 2026

Under review

```

@inproceedings{davletiyarovndthermalaware,
  author    = {Baibek Davletiyarov and Mohsen Seyedkazemi Ardebili and Andrea Bartolini},
  title     = {Thermal-Aware Power Modeling and Job Allocation for Carbon-Aware HPC},
  booktitle = {PECS 2026 — Workshop on Performance Engineering for Computing Systems, co-located with Euro-Par 2026},
}

```

## In preparation

Drafts in progress.

- —

### Sustainable High-Performance Computing: Power Consumption Analysis and Carbon Emissions Forecasting

**Mohsen Seyedkazemi Ardebili**, Fatemeh Bozorgi, Andrea Bartolini

In preparation

```

@article{ardebilindsustainable,
  author    = {Mohsen Seyedkazemi Ardebili and Fatemeh Bozorgi and Andrea Bartolini},
  title     = {Sustainable High-Performance Computing: Power Consumption Analysis and Carbon Emissions Forecasting},
}

```

- —

### A Full-Stack IoT Framework for Room Temperature Modelling on Large-Scale HPC Machines

**Mohsen Seyedkazemi Ardebili**, Davide Brunelli, Tommaso Polonelli, Luca Benini, Andrea Bartolini

In preparation

```

@article{ardebilinda,
  author    = {Mohsen Seyedkazemi Ardebili and Davide Brunelli and Tommaso Polonelli and Luca Benini and Andrea Bartolini},
  title     = {A Full-Stack IoT Framework for Room Temperature Modelling on Large-Scale HPC Machines},
}

```

- —

### Cloud–Edge Robotics under Time Constraints: An Experimental Study with ROS 2 and Kubernetes

**Mohsen Seyedkazemi Ardebili**, Sebastiano Mengozzi, Andrea Bartolini

In preparation

```

@inproceedings{ardebilindcloudedge,
  author    = {Mohsen Seyedkazemi Ardebili and Sebastiano Mengozzi and Andrea Bartolini},
  title     = {Cloud–Edge Robotics under Time Constraints: An Experimental Study with ROS 2 and Kubernetes},
}

```

- —

### EnergetiScope: Predicting Kubernetes Workload Energy from Resource and Manifest Features

**Mohsen Seyedkazemi Ardebili**, Fatemeh Bozorgi, Andrea Bartolini

In preparation

```

@inproceedings{ardebilindenergetiscope,
  author    = {Mohsen Seyedkazemi Ardebili and Fatemeh Bozorgi and Andrea Bartolini},
  title     = {EnergetiScope: Predicting Kubernetes Workload Energy from Resource and Manifest Features},
}

```

Citation counts are Google Scholar's, read on 2026-08-10; duplicate Scholar records for the same work are merged. DOIs are resolved through Crossref. Where a paper has no DOI it has not been assigned one by the publisher. [The JSON behind this page](https://mskazemi.com/data/publications.json) is the same file that generates it.

// more

## The systems behind the papers.