Sherif Sakr

Most-cited papers

On the interpretability of machine learning-based model for predicting hypertension
Radwa Elshawi, M. Al-Mallah, Sherif Sakr
2019BMC Medical Informatics and Decision Making268 citations Open access
Semantic Scholar
Automated Machine Learning: State-of-The-Art and Open Challenges
Radwa El Shawi, Mohamed Maher, Sherif Sakr
2019arXiv.org208 citations
Semantic Scholar
The future is big graphs
Sherif Sakr, A. Bonifati, H. Voigt, A. Iosup +37 more
2020Communications of the ACM120 citations Open access
Semantic Scholar
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service
Radwa El Shawi, Sherif Sakr, D. Talia, Paolo Trunfio
2017Big Data Research116 citations Open access
Semantic Scholar
RDF Data Storage and Query Processing Schemes
Marcin Wylot, M. Hauswirth, P. Cudré-Mauroux, Sherif Sakr
2018ACM Computing Surveys103 citations
Semantic Scholar
Handbook of Big Data Technologies
Albert Y. Zomaya, Sherif Sakr, Sartaj Sahni
201776 citations
Semantic Scholar
Encyclopedia of Big Data Technologies
Sherif Sakr, Albert Y. Zomaya
2019Cambridge International Law Journal59 citations
Semantic Scholar
DLBench: a comprehensive experimental evaluation of deep learning frameworks
Radwa Elshawi, Abdul Wahab, A. Barnawi, Sherif Sakr
2021Cluster Computing57 citations Open access
Semantic Scholar
Large-Scale Graph Processing Using Apache Giraph
Sherif Sakr, F. Orakzai, I. Abdelaziz, Zuhair Khayyat
2017Cambridge International Law Journal53 citations
Semantic Scholar
SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms
Mohamed Maher, Sherif Sakr
2019International Conference on Extending Database Technology51 citations Open access
Semantic Scholar
Stream Processing Languages in the Big Data Era
Martin Hirzel, Guillaume Baudart, A. Bonifati, Emanuele Della Valle +2 more
2018SIGMOD record50 citations Open access
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AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks
Hassan H. Eldeeb, Mohamed Maher, Oleh Matsuk, Abdelrahman Aldallal +2 more
2022Expert systems with applications39 citations Open access
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Graph Generators
A. Bonifati, I. Holubová, Arnau Prat-Pérez, Sherif Sakr
2020ACM Computing Surveys39 citations Open access
Semantic Scholar
Building Pipelines for Heterogeneous Execution Environments for Big Data Processing
Dong-Yao Wu, Li-Ming Zhu, Xi-Wei Xu, Sherif Sakr +2 more
2016IEEE Software38 citations
Semantic Scholar
Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap
Sherif Sakr, Z. Maamar, Ahmed Awad, B. Benatallah +1 more
2018IEEE Access36 citations Open access
Semantic Scholar
Automated Machine Learning: Techniques and Frameworks
Radwa Elshawi, Sherif Sakr
2019European Business Intelligence Summer School34 citations
Semantic Scholar
The views, measurements and challenges of elasticity in the cloud: A review
A. Barnawi, Sherif Sakr, Wenjing Xiao, A. Al-barakati
2020Computer Communications30 citations
Semantic Scholar
Big Stream Processing Systems: An Experimental Evaluation
E. Shahverdi, Ahmed Awad, Sherif Sakr
20192019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW)27 citations
Semantic Scholar
Benchmarking big data systems: A survey
Fuad Bajaber, Sherif Sakr, O. Batarfi, A. Altalhi +1 more
2020Computer Communications26 citations
Semantic Scholar
A Decision Support Framework for AutoML Systems: A Meta-Learning Approach
Salijona Dyrmishi, Radwa Elshawi, Sherif Sakr
20192019 International Conference on Data Mining Workshops (ICDMW)25 citations
Semantic Scholar
A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds
Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr +2 more
2018IEEE Transactions on Parallel and Distributed Systems25 citations Open access
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SDDM: an interpretable statistical concept drift detection method for data streams
Simona Micevska, Ahmed Awad, Sherif Sakr
2021Journal of Intelligence and Information Systems24 citations
Semantic Scholar
The Kaiju project: enabling event-driven observability
Mario Scrocca, Riccardo Tommasini, Alessandro Margara, Emanuele Della Valle +1 more
2020Distributed Event-Based Systems20 citations Open access
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Process Mining over Unordered Event Streams
Ahmed Awad, M. Weidlich, Sherif Sakr
2020International Conference on Process Mining19 citations
Semantic Scholar
D2IA: User-defined interval analytics on distributed streams
Ahmed Awad, Riccardo Tommasini, Samuele Langhi, Mahmoud Kamel +2 more
2020Information Systems18 citations Open access
Semantic Scholar
Adaptive Watermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams
Ahmed Awad, Jonas Traub, Sherif Sakr
2019International Conference on Extending Database Technology18 citations
Semantic Scholar
Declarative Languages for Big Streaming Data
Riccardo Tommasini, Sherif Sakr, Emanuele Della Valle, Hojjat Jafarpour
2020International Conference on Extending Database Technology17 citations
Semantic Scholar
An Anti-Pattern-based Runtime Business Process Compliance Monitoring Framework
A. Barnawi, Ahmed Awad, Amal Elgammal, Radwa Elshawi +2 more
201617 citations Open access
Semantic Scholar
cSmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Clustering
Radwa Elshawi, H. Lekunze, Sherif Sakr
20212021 IEEE International Conference on Big Data (Big Data)16 citations
Semantic Scholar
Big SQL systems: an experimental evaluation
Victor Aluko, Sherif Sakr
2019Cluster Computing16 citations
Semantic Scholar
D-SmartML: A Distributed Automated Machine Learning Framework
Ahmed Abd El-Rahman, Mohamed El-Helw, Radwa Elshawi, Sherif Sakr
2020IEEE International Conference on Distributed Computing Systems15 citations
Semantic Scholar
To tune or not to tune? An approach for recommending important hyperparameters for classification and clustering algorithms
Radwa El Shawi, Mohamad Bahmani, Sherif Sakr
2024Future generations computer systems14 citations
Semantic Scholar
TPE-AutoClust: A Tree-based Pipline Ensemble Framework for Automated Clustering
Radwa Elshawi, Sherif Sakr
20222022 IEEE International Conference on Data Mining Workshops (ICDMW)14 citations
Semantic Scholar
DLBench: An Experimental Evaluation of Deep Learning Frameworks
Nesma Mahmoud, Youssef Essam, Radwa Elshawi, Sherif Sakr
20192019 IEEE International Congress on Big Data (BigDataCongress)14 citations
Semantic Scholar
Big Data Programming Models
Dong-Yao Wu, Sherif Sakr, Li-Ming Zhu
2017Handbook of Big Data Technologies14 citations
Semantic Scholar
Towards Automated Concept-based Decision TreeExplanations for CNNs
Radwa El Shawi, Youssef Mohamed, Sherif Sakr
2021International Conference on Extending Database Technology13 citations
Semantic Scholar
Big Graph Processing Systems (Dagstuhl Seminar 19491)
A. Bonifati, A. Iosup, Sherif Sakr, H. Voigt
2019Dagstuhl Reports13 citations
Semantic Scholar
HDM: A Composable Framework for Big Data Processing
Dong-Yao Wu, Li-Ming Zhu, Qing-Hua Lu, Sherif Sakr
2018IEEE Transactions on Big Data13 citations
Semantic Scholar
Benchmarking Spark-SQL under Alliterative RDF Relational Storage Backends
Mohamed Ragab, Riccardo Tommasini, Sherif Sakr
2019QuWeDa@ISWC12 citations
Semantic Scholar
Big Data Storage and Data Models
Dong-Yao Wu, Sherif Sakr, Li-Ming Zhu
2017Handbook of Big Data Technologies12 citations
Semantic Scholar
Big Data Processing Stacks
Sherif Sakr
2017IT Professional12 citations
Semantic Scholar
A First Step Towards a Streaming Linked Data Life-Cycle
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle +1 more
2020International Workshop on the Semantic Web11 citations
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Structural XML Query Processing
Radim Bača, M. Krátký, I. Holubová, Martin Nečaský +3 more
2017ACM Computing Surveys11 citations
Semantic Scholar
HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud
Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr +2 more
2017arXiv.org11 citations
Semantic Scholar
To tune or not to tune? An Approach for Recommending Important Hyperparameters
Mohamad Bahmani, Radwa El Shawi, Nshan Potikyan, Sherif Sakr
2021arXiv.org9 citations
Semantic Scholar
Towards making sense of Spark-SQL performance for processing vast distributed RDF datasets
Mohamed Ragab, Riccardo Tommasini, Sadiq Eyvazov, Sherif Sakr
2020SBD@SIGMOD9 citations
Semantic Scholar
MINARET: A Recommendation Framework for Scientific Reviewers
Sherif Sakr, Mohamed Ragab, Mohamed Maher, Ahmed Awad
2019International Conference on Extending Database Technology8 citations Open access
Semantic Scholar
HDM: Optimized Big Data Processing with Data Provenance
Dong-Yao Wu, Sherif Sakr, Li-Ming Zhu
2017International Conference on Extending Database Technology8 citations
Semantic Scholar
Towards Big Data Analytics across Multiple Clusters
Dong-Yao Wu, Sherif Sakr, Li-Ming Zhu, Huijun Wu
2017IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing8 citations
Semantic Scholar
Editorial for Special Issue of Journal of Big Data Research on "Big Medical/Healthcare Data Analytics"
Sherif Sakr, Albert Y. Zomaya
2018Big Data Research7 citations
Semantic Scholar