Mohammad Wardat

According to our database, Mohammad Wardat authored at least 12 papers between 2014 and 2024.

Collaborative distances:

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

2024

Investigating large language models capabilities for automatic code repair in Python.

Safwan Omari, Kshitiz Basnet, Mohammad Wardat

Clust. Comput., November, 2024

muPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults.

Deepak-George Thomas, Matteo Biagiola, Nargiz Humbatova, Mohammad Wardat, Gunel Jahangirova, Hridesh Rajan, Paolo Tonella

CoRR, 2024

DeepCNN: A Dual Approach to Fault Localization and Repair in Convolutional Neural Networks.

Mohammad Wardat, Abdullah S. Al-Alaj

IEEE Access, 2024

2023

An Effective Data-Driven Approach for Localizing Deep Learning Faults.

Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan

CoRR, 2023

Characterizing Bugs in Python and R Data Analytics Programs.

Shibbir Ahmed, Mohammad Wardat, Hamid Bagheri, Breno Dantas Cruz, Hridesh Rajan

CoRR, 2023

2022

DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs.

Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large.

Sumon Biswas, Mohammad Wardat, Hridesh Rajan

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

DeepLocalize: Fault Localization for Deep Neural Networks.

Mohammad Wardat, Wei Le, Hridesh Rajan

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2018

Cloud data centers revenue maximization using server consolidation: Modeling and evaluation.

Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, Abdallah A. Khreishah

Proceedings of the IEEE INFOCOM 2018, 2018

2015

Optimizing expansion strategies for ultrascale cloud computing data centers.

Mahmoud Al-Ayyoub, Mohammad Wardat, Yaser Jararweh, Abdallah Khreishah

Simul. Model. Pract. Theory, 2015

2014

To Build or Not to Build? Addressing the Expansion Strategies of Cloud Providers.

Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, Abdallah Khreishah

Proceedings of the 2014 International Conference on Future Internet of Things and Cloud, 2014

Topical search engine for Internet of Things.

Mosab Faqeeh, Mahmoud Al-Ayyoub, Mohammad Wardat, Ismail Hmeidi, Yaser Jararweh

Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014