publications

2023

1. Fine Tuning of Interval Configuration for Deep Reinforcement Learning Based Congestion Control

   Haidlir Achmad Naqvi, Muhammad Hilman, and Bayu Anggorojati

   Jurnal Ilmu Komputer dan Informasi, vol. 16, no. 2, pp. 151-161, Jul 2023
2. Implementability Improvement of Deep Reinforcement Learning Based Congestion Control in Cellular Network

   Haidlir Achmad Naqvi, Muhammad Hilman, and Bayu Anggorojati

   Computer Networks, vol. 233, Jul 2023

2022

1. Energy-efficient Workflow Scheduling Based on Workflow Structures Under Deadline and Budget Constraints in the Cloud

   JE Mboula, Vivient Corneille Kamla, Muhammad Hilman, and 1 more author

   arXiv preprint arXiv:2201.05429, Jul 2022

2021

1. Quick Response Code Acceptance on Digital Wallet Mobile Applications in Indonesia

   Romi Hadiyan Aji Witjaksono, Putu Wuri Handayani, Fathia Prinastiti Sunarso, and 1 more author

   In Proceeding of 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Oct 2021
2. Workflow-as-a-service Cloud Platform and Deployment of Bioinformatics Workflow Applications

   Muhammad Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya

   Knowledge Management in the Development of Data-Intensive Systems, Oct 2021
3. Virtual Tour Actual Usage: The Influence of Perceived Benefits and Sacrifices

   Azzahra Putri Ramadhanty, Putu Wuri Handayani, Ave Adriana Pinem, and 1 more author

   Jurnal Sistem Informasi, vol. 17, no. 2, pp. 62-76, Oct 2021
4. The Influence of Electronic Word-of-Mouth Information Quality Dimensions on Consumer Product Purchase in Online Marketplace

   Ringgi Cahyo Dwiputra, Putu Wuri Handayani, Fathia Prinastiti Sunarso, and 1 more author

   In Proceeding of 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Oct 2021
5. Canonical Segmentation Using Affix Characters as a Unit on Transformer for Javanese Language

   Sri Hartati Wijono, Machmud R. Alhamidi, Muhammad Hilman, and 1 more author

   In Proceeding of 2021 6th International Workshop on Big Data and Information Security (IWBIS), Oct 2021
6. Collapsed Building Detection Using Residual Siamese Neural Network On LiDAR Data

   Mgs M Luthfi Ramadhan, Grafika Jati, Machmud Roby Alhamidi, and 3 more authors

   In Proceeding of 2021 6th International Workshop on Big Data and Information Security (IWBIS), Oct 2021
7. Transforming Table to Knowledge Graph using A Rule-based Pipeline

   Gries Yulianti, Adila Alfa Krisnadhi, and Muhammad Hilman

   In Proceeding of 2021 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Oct 2021

2020

1. Multiple Workflows Scheduling in Multi-Tenant Distributed Systems: A Taxonomy and Future Directions

   Muhammad Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya

   ACM Computing Surveys, vol. 53, no. 1, Feb 2020
2. Budget-constrained Workflow Applications Scheduling in Workflow-as-a-Service Cloud Computing Environments

   Muhammad Hilman

   Ph.D. thesis, The University of Melbourne, Feb 2020

2019

1. Resource-sharing policy in multi-tenant scientific workflow as a service platform

   Muhammad Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya

   CoRR, Feb 2019

2018

1. Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach

   Muhammad Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya

   In Proceeding of 2018 IEEE/ACM 11th International Conference on Utility and Cloud Computing (UCC), Dec 2018
2. Multi Object Detection and Tracking Using Optical Flow Density - Hungarian Kalman Filter (OFD - HKF) Algorithm for Vehicle Counting

   Muhamad Soleh, Grafika Jati, and Muhammad Hilman

   Jurnal Ilmu Komputer dan Informasi, vol. 11, no. 1, pp. 17-26, Feb 2018
3. Level 2 Features with Feedback Mechanism for Toddler Fingerprint Recognition

   I Gede Wahyu Surya Dharma, M. Anwar Ma’sum, Wisnu Jatmiko, and 1 more author

   In Proceeding of 2018 International Workshop on Big Data and Information Security (IWBIS), May 2018

2017

1. A Preliminary Study on Shifting from Virtual Machine to Docker Container for Insilico Drug Discovery in the Cloud

   Heru Suhartanto, Agung P. Pasaribu, Muhammad F. Siddiq, and 3 more authors

   International Journal of Technology, vol. 8, no. 4, May 2017
2. Task-Based Budget Distribution Strategies for Scientific Workflows with Coarse-Grained Billing Periods in IaaS Clouds

   Muhammad Hilman, Maria Alejandra Rodriguez, and Rajkumar Buyya

   In Proceeding of 2017 IEEE 13th International Conference on e-Science (e-Science), Oct 2017
3. A Real-time Vehicle Counting Based on Adaptive Tracking Approach for Highway Videos

   Muhamad Soleh, Grafika Jati, Ananto Tri Sasongko, and 2 more authors

   In Proceeding 2017 International Workshop on Big Data and Information Security (IWBIS), Sep 2017
4. Sparse Coding-Based Method Comparison For Land-Use Classification

   Dewa Made Sri Arsa, Grafika Jati, and Muhammad Hilman

   Jurnal Ilmu Komputer dan Informasi, vol. 10, no. 2, pp. 102-107, Jun 2017

2016

1. Multi-sperm Tracking Using Hungarian Kalman Filter on Low Frame Rate Video

   Grafika Jati, Alexander A. S. Gunawan, Silvia Werdhy Lestari, and 2 more authors

   In Proceeding of 2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Oct 2016
2. Big Data Compression Using SPIHT in Hadoop: A Case Study in Multi-lead ECG Signals

   Grafika Jati, Ilham Kusuma, Muhammad Hilman, and 1 more author

   In Proceeding of 2016 International Workshop on Big Data and Information Security (IWBIS), Oct 2016

2015

1. Using Dedicated and Non Dedicated HPC Cluster and GPU NVIDIA Tesla C2070 Cloud computing environment to simulate Molecular Dynamics of PfENR Enzyme with AMBER

   Heru Suhartanto, Arry Yanuar, Alhadi Bustamam, and 5 more authors

   International Journal of Advancements in Computing Technology, vol. 7, no. 2, Oct 2015

2014

1. Performance Analysis of Molecular Dynamics Simulation of PfENR Enzyme Using AMBER on Cluster and GPU Computing Environment

   Heru Suhartanto, Arry Yanuar, Alhadi Bustamam, and 3 more authors

   International Journal of Advancements in Computing Technology, vol. 6, no. 1, Oct 2014
2. The Development of Integrated Computing Platform to Improve User Satisfaction and Cost Efficiency of In Silico Drug Discovery Activities

   Heru Suhartanto, Xue Li, Kevin Burrage, and 4 more authors

   International Journal of Advancements in Computing Technology, vol. 6, no. 2, pp. 11-20, Oct 2014

2013

1. Supply Chain Management Berbasis Layanan: Desain dan Implementasi Prototipe Sistem

   Muhammad Hilman, Farisya Setiadi, Ika Sarika, and 2 more authors

   Jurnal Sistem Informasi, vol. 8, no. 2, pp. 90-99, Oct 2013
2. Comparative Study of ERP Implementation Methodology Case Study: Accelerated SAP VS Dantes and Hasibuan Methodology

   Muhammad Hilman, Farisya Setiadi, Ika Sarika, and 2 more authors

   Jurnal Sistem Informasi, vol. 8, no. 1, pp. 8-15, Oct 2013
3. Information System as a Service: Issues and Challenges

   Muhammad Hilman

   Jurnal Sistem Informasi, vol. 8, no. 2, pp. 71-77, Oct 2013
4. Proposed Architecture and The Development of NFCafe: An NFC-based Android Mobile Applications for Trading Transaction System in Cafetaria

   Fikrul Arif Nadra, Heri Kurniawan, and Muhammad Hilman

   Jurnal Ilmu Komputer dan Informasi, vol. 6, no. 1, pp. 28-33, Oct 2013

2012

1. Performance Analysis Cluster Computing Environments on Molecular Dynamic Simulation of RAD GTPase and LOX-Curcumin Molecules with AMBER

   Heru Suhartanto, Arry Yanuar, Muhammad Hilman, and 2 more authors

   International Journal of Computer Science Issues, vol. 9, no. 2, Oct 2012

2010

1. Performance Analysis of Embarassingly Parallel Application on Cluster Computer Environment: A Case Study of Virtual Screening with Autodock Vina 1.1 on Hastinapura Cluster

   Muhammad Hilman, Heru Suhartanto, and Arry Yanuar

   arXiv preprint arXiv:1305.3123, Oct 2010