Published in arXiv, 2022
This paper is under review
Recommended citation: Ruchira Manke, Mohammad Wardat, Ali Ghanbari, and Hridesh Rajan, Fault Localization of Performance-Related Bugs in Convolutional Neural Networks. (Under Review).
Published in arXiv, 2022
This paper is under review.
Recommended citation: Mohammad Wardat, Breno Dantas Cruz, Wei Le, and Hridesh Rajan. Deep4Deep: Using Deep Learning to Detect Deep Learning Bugs. (Under Review).
Published in arXiv, 2022
This paper is under review.
Recommended citation: Shibbir Ahmed, Mohammad Wardat, Hamid Bagheri, Breno Dantas Cruz, and Hridesh Rajan, An Empirical Study on Bugs in Data Analytics Programs. (Under Review).
Published in ICSE 22: 44th International Conference on Software Engineering, In-Person (Pittsburgh, USA), 2022
Recommended citation: Sumon Biswas, Mohammad Wardat, and Hridesh Rajan. "The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large." 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE). IEEE, 2022. http://wardat.github.io/files/Pipelines.pdf
Published in ICSE 22: 44th International Conference on Software Engineering, (Pittsburgh, USA), 2022
Recommended citation: Mohammad Wardat, Breno Dantas Cruz, Wei Le, and Hridesh Rajan. "DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs." 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE). IEEE, 2022. http://wardat.github.io/files/DeepDiagnosis.pdf
Published in ICSE 21: 43rd International Conference on Software Engineering, (Madrid, Spain), 2021
Recommended citation: Mohammad Wardat, Wei Le, and Hridesh Rajan. "DeepLocalize: Fault Localization for Deep Neural Networks." 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE). IEEE, 2021. http://wardat.github.io/files/DeepLocalize.pdf
Published in IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), (Honolulu, USA), 2018
Recommended citation: Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, and Abdallah A. Khreishah."Cloud data centers revenue maximization using server consolidation: Modeling and evaluation." IEEE INFOCOM 2018-IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2018. http://wardat.github.io/files/server_consolidation.pdf
Published in ICICS 2016 : The 7th International Conference on Information and Communication Systems, (Irbid, Jordan), 2016
Recommended citation: Rehab M. Duwairi, Mosab Alfaqeh, Mohammad Wardat, and Areen Alrabadi. "Sentiment analysis for Arabizi text." 2016 7th International Conference on Information and Communication Systems (ICICS). IEEE, 2016. http://wardat.github.io/files/Sentiment_analysis.pdf
Published in Simulation Modelling Practice and Theory, (Journal), 2015
Recommended citation: Mahmoud Al-Ayyoub, Mohammad Wardat, Yaser Jararweh, and Abdallah A. Khreishah. "Optimizing expansion strategies for ultrascale cloud computing data centers." Simulation Modelling Practice and Theory 58 (2015): 15-29. http://wardat.github.io/files/Optimizing_Expansion.pdf
Published in 2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA), (Doha, Qatar), 2014
Recommended citation: Mosab Faqeeh, Mahmoud Al-Ayyoub, Mohammad Wardat, Ismail Hmeidi, and Yaser Jararweh. "Topical search engine for Internet of Things." 2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA). IEEE, 2014. http://wardat.github.io/files/Topical_search.pdf
Published in 2014 International Conference on Future Internet of Things and Cloud (FiCloud 2014): Barcelona, Spain, 2014
Recommended citation: Mohammad Wardat, Mahmoud Al-Ayyoub, Yaser Jararweh, and Abdallah A. Khreishah. "To build or not to build? addressing the expansion strategies of cloud providers." 2014 International Conference on Future Internet of Things and Cloud. IEEE, 2014. http://wardat.github.io/files/Build_OR_NOT.pdf