Md Shahriar Iqbal

According to our database, Md Shahriar Iqbal authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint).

Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks.

Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

J. Artif. Intell. Res., 2023

CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems.

Md Shahriar Iqbal, Ziyuan Zhong, Iftakhar Ahmad, Baishakhi Ray, Pooyan Jamshidi

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

Change Point Detection for MongoDB Time Series Performance Regression.

Mark Leznik, Md Shahriar Iqbal, Igor Trubin, Arne Lochner, Pooyan Jamshidi, André Bauer

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper.

André Bauer, Mark Leznik, Md Shahriar Iqbal, Daniel Seybold, Igor Trubin, Benjamin Erb, Jörg Domaschka, Pooyan Jamshidi

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

Unicorn: reasoning about configurable system performance through the lens of causality.

Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

2021

Computational screening of 645 antiviral peptides against the receptor-binding domain of the spike protein in SARS-CoV-2.

Md Minhas Hossain Sakib, Aktiya Anjum Nishat, Mohammad Tarequl Islam, Mohammad Abu Raihan Uddin, Md Shahriar Iqbal, Farhan Fuad Bin Hossen, Mohammad Imran Ahmed, Md Samiul Bashir, Takbir Hossain, Umma Sumia Tohura, Saiful Islam Saif, Nabilah Rahman Jui, Mosharaf Alam, Md Aminul Islam, Md Mehadi Hasan, Md. Abu Sufian, Md. Ackas Ali, Rajib Islam, Mohammed Akhter Hossain, Mohammad A. Halim

Comput. Biol. Medicine, 2021

2020

CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning.

Rahul Krishna, Md Shahriar Iqbal, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi

CoRR, 2020

FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks.

Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

CoRR, 2020

2019

Transfer Learning for Performance Modeling of Deep Neural Network Systems.

Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi

Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019