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.
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.
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.
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.
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.
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.
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.
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.
Shibbir Ahmed, Mohammad Wardat, Hamid Bagheri, Breno Dantas Cruz, and Hridesh Rajan, An Empirical Study on Bugs in Data Analytics Programs. (Under Review).
Mohammad Wardat, Breno Dantas Cruz, Wei Le, and Hridesh Rajan. Deep4Deep: Using Deep Learning to Detect Deep Learning Bugs. (Under Review).
Ruchira Manke, Mohammad Wardat, Ali Ghanbari, and Hridesh Rajan, Fault Localization of Performance-Related Bugs in Convolutional Neural Networks. (Under Review).
Talk at ICSE '21: 43rd International Conference on Software Engineering, Virtual (originally in Madrid, Spain)
Talk at Columbia University-ARiSE Lab, Virtual
Talk at Microsoft-Data&AI Lab , Virtual
Talk at ICSE '22: 44th International Conference on Software Engineering, In-Person ( Pittsburgh, USA )