Nazmul H. Turja

Publications

Papers & reports.

Research on GPU performance prediction, CPU bottleneck analysis, and secure connected systems.

Google ScholarDownload citations (.bib)

2023

2023

Utilizing CPI Breakdown for Bottleneck Analysis of Power9 Processor Performance

Nazmul Haque Turja.

Master’s project report, New Mexico State University · 2023

An LDMS-Sampler framework for analyzing CPI breakdowns and locating performance bottlenecks in IBM Power9.

Project report
BibTeX citation for Utilizing CPI Breakdown for Bottleneck Analysis of Power9 Processor Performance
@techreport{cpi-2023,
  title = {Utilizing CPI Breakdown for Bottleneck Analysis of Power9 Processor Performance},
  author = {Nazmul Haque Turja},
  year = {2023},
  institution = {New Mexico State University},
  type = {Master’s project report},
  url = {https://drive.google.com/file/d/1JHx_pnAfwS_Z2fhqH8l5Ph6NiEAG8fpE/view}
}
2023

BB-ML: Basic Block Performance Prediction using Machine Learning Techniques

Hamdy Abdelkhalik, Shamminuj Aktar, Yehia Arafa, Atanu Barai, Gopinath Chennupati, Nandakishore Santhi, Nishant Panda, Nirmal Prajapati, Nazmul Haque Turja, Stephan Eidenbenz, Abdel-Hameed Badawy.

29th IEEE International Conference on Parallel and Distributed Systems (ICPADS) · 2023

Predicting GPU basic block execution counts for larger workloads from smaller input configurations.

PaperPDF
BibTeX citation for BB-ML: Basic Block Performance Prediction using Machine Learning Techniques
@inproceedings{bbml-2023,
  title = {BB-ML: Basic Block Performance Prediction using Machine Learning Techniques},
  author = {Hamdy Abdelkhalik and Shamminuj Aktar and Yehia Arafa and Atanu Barai and Gopinath Chennupati and Nandakishore Santhi and Nishant Panda and Nirmal Prajapati and Nazmul Haque Turja and Stephan Eidenbenz and Abdel-Hameed Badawy},
  year = {2023},
  booktitle = {29th IEEE International Conference on Parallel and Distributed Systems (ICPADS)},
  url = {https://arxiv.org/abs/2202.07798v3}
}

2019

2019

A Cyber-Secured MQTT based Offline Automation System

Nahian Ibn Hasan, Md. Tasnimul Hasan, Nazmul Haque Turja, Rishad Raiyan, Shuvagata Saha, Md Farhad Hossain.

International Conference on Wireless Communications Signal Processing and Networking (WiSPNET) · 2019

An offline MQTT system for monitoring and controlling appliances through a shared dashboard.

Paper (PDF)Code collection
BibTeX citation for A Cyber-Secured MQTT based Offline Automation System
@inproceedings{mqtt-2019,
  title = {A Cyber-Secured MQTT based Offline Automation System},
  author = {Nahian Ibn Hasan and Md. Tasnimul Hasan and Nazmul Haque Turja and Rishad Raiyan and Shuvagata Saha and Md Farhad Hossain},
  year = {2019},
  booktitle = {International Conference on Wireless Communications Signal Processing and Networking (WiSPNET)},
  url = {pdf/hasan2019.pdf}
}