@inproceedings{pradata2026pairwise,title={Deep Learning-Integrated Pairwise-Qubit Subsystems for Highly Efficient Quantum Circuit Simulation},author={Pradata, Santana Yuda and Amrizal, Muhammad Alfian and Suryanto, Wiwit and Nugraha, Ahmad Ridwan Tresna and Takizawa, Hiroyuki},booktitle={SCA/HPCAsia 2026},pages={130--141},year={2026},doi={10.1145/3773656.3773693},}
SPARS: A Reinforcement Learning-Enabled Simulator for Power Management in HPC Job Scheduling
Muhammad Alfian Amrizal, Raka Satya Prasasta, Santana Yuda Pradata, Kadek Gemilang Santiyuda, Reza Pulungan, and Hiroyuki Takizawa
@article{amrizal2026spars,title={{SPARS}: A Reinforcement Learning-Enabled Simulator for Power Management in {HPC} Job Scheduling},author={Amrizal, Muhammad Alfian and Prasasta, Raka Satya and Pradata, Santana Yuda and Santiyuda, Kadek Gemilang and Pulungan, Reza and Takizawa, Hiroyuki},journal={SoftwareX},volume={34},pages={102693},year={2026},doi={10.1016/j.softx.2026.102693},}
Co-Design of a Power State-Aware Scheduler and an Intelligent Power Manager for Energy-Efficient HPC Systems
Raka Satya Prasasta, Santana Yuda Pradata, Kadek Gemilang Santiyuda, Muhammad Alfian Amrizal, Reza Pulungan, and Hiroyuki Takizawa
@inproceedings{prasasta2026codesign,title={Co-Design of a Power State-Aware Scheduler and an Intelligent Power Manager for Energy-Efficient {HPC} Systems},author={Prasasta, Raka Satya and Pradata, Santana Yuda and Santiyuda, Kadek Gemilang and Amrizal, Muhammad Alfian and Pulungan, Reza and Takizawa, Hiroyuki},booktitle={SCA/HPCAsia Workshops 2026},pages={13--21},year={2026},doi={10.1145/3784828.3785163},}
A Smallest-Need-First Job Scheduling Framework with Adaptive Optimization of Idle Node Counts for Energy-Efficient HPC Systems
Reza Pulungan, Raka Satya Prasasta, Santana Yuda Pradata, Mursalim, Hiroyuki Takizawa, and Muhammad Alfian Amrizal
@misc{pulungan2026snf,title={A Smallest-Need-First Job Scheduling Framework with Adaptive Optimization of Idle Node Counts for Energy-Efficient {HPC} Systems},author={Pulungan, Reza and Prasasta, Raka Satya and Pradata, Santana Yuda and Mursalim and Takizawa, Hiroyuki and Amrizal, Muhammad Alfian},year={2026},archiveprefix={arXiv},primaryclass={cs.DC},}
2025
FaultNet-Sim: A C++ Simulator for Failure-Prone Wireless Sensor Networks
Santana Yuda Pradata, Muhammad Alfian Amrizal, Ahmad Ridwan Tresna Nugraha, and Reza Pulungan
@article{pradata2025faultnet,title={{FaultNet-Sim}: A {C++} Simulator for Failure-Prone Wireless Sensor Networks},author={Pradata, Santana Yuda and Amrizal, Muhammad Alfian and Nugraha, Ahmad Ridwan Tresna and Pulungan, Reza},journal={Software Impacts},volume={25},pages={100776},year={2025},doi={10.1016/j.simpa.2025.100776},}
MedRoPax: A Comprehensive Software for Solving Heterogeneous Vehicle Routing Problem with 3D Loading Constraints and Cardboard Box Packing for Medical Supply Distribution
Rudy Prietno, Santana Yuda Pradata, Raka Satya Prasasta, Gemilang Santiyuda, Muhammad Alfian Amrizal, Tri Kuntoro Priyambodo, and 1 more author
@article{prietno2025medropax,title={{MedRoPax}: A Comprehensive Software for Solving Heterogeneous Vehicle Routing Problem with 3D Loading Constraints and Cardboard Box Packing for Medical Supply Distribution},author={Prietno, Rudy and Pradata, Santana Yuda and Prasasta, Raka Satya and Santiyuda, Gemilang and Amrizal, Muhammad Alfian and Priyambodo, Tri Kuntoro and Yu, Vincent F.},journal={Software Impacts},volume={25},pages={100763},year={2025},doi={10.1016/j.simpa.2025.100763},}
Improving the Efficiency of a Deep Reinforcement Learning-Based Power Management System for HPC Clusters Using Curriculum Learning
Thomas Budiarjo, Santana Yuda Pradata, Kadek Gemilang Santiyuda, Muhammad Alfian Amrizal, Reza Pulungan, and Hiroyuki Takizawa
@inproceedings{budiarjo2025curriculum,title={Improving the Efficiency of a Deep Reinforcement Learning-Based Power Management System for {HPC} Clusters Using Curriculum Learning},author={Budiarjo, Thomas and Pradata, Santana Yuda and Santiyuda, Kadek Gemilang and Amrizal, Muhammad Alfian and Pulungan, Reza and Takizawa, Hiroyuki},booktitle={Supercomputing Asia 2025},year={2025},doi={10.1145/3718350.3718359},}
2024
Investigating the Impact of Optimal Data Transfer Intervals on Failure-Prone Wireless Sensor Networks
Muhammad Alfian Amrizal, Santana Yuda Pradata, Muthukathan Rajendran Sudha, Li Wang, and Reza Pulungan
@article{amrizal2024intervals,title={Investigating the Impact of Optimal Data Transfer Intervals on Failure-Prone Wireless Sensor Networks},author={Amrizal, Muhammad Alfian and Pradata, Santana Yuda and Sudha, Muthukathan Rajendran and Wang, Li and Pulungan, Reza},journal={IEEE Sensors Letters},volume={8},number={7},pages={1--4},year={2024},doi={10.1109/LSENS.2024.3414294},}
Efficient Classical Computation of Single-Qubit Marginal Measurement Probabilities to Simulate Certain Classes of Quantum Algorithms
Santana Yuda Pradata, M. ’Anin Nabail ’ Azhiim, Hendry Minfui Lim, and Ahmad Ridwan Tresna Nugraha
@misc{pradata2024marginals,title={Efficient Classical Computation of Single-Qubit Marginal Measurement Probabilities to Simulate Certain Classes of Quantum Algorithms},author={Pradata, Santana Yuda and Azhiim, M. 'Anin Nabail ' and Lim, Hendry Minfui and Nugraha, Ahmad Ridwan Tresna},year={2024},archiveprefix={arXiv},primaryclass={quant-ph},}