Sherif Sakr

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 75

Top Venues

University of Konstanz (PHD)

Education History

University of Konstanz

PHD

Publications

Hassan Eldeeb, Mohamed Maher, Radwa El Shawi, Sherif Sakr
AutoMLBench: A comprehensive experimental evaluation of automated machine learning frameworks. Expert Syst. Appl. 243 (2024)
Ahmed Awad, Riccardo Tommasini, Samuele Langhi, Mahmoud Kamel, Emanuele Della Valle, Sherif Sakr
IA: User-defined interval analytics on distributed streams. Inf. Syst. 104 (2022)
Radwa El Shawi, Sherif Sakr
cSmartML-Glassbox: Increasing Transparency and Controllability in Automated Clustering. ICDM (Workshops) (2022)
Radwa El Shawi, Sherif Sakr
TPE-AutoClust: A Tree-based Pipline Ensemble Framework for Automated Clustering. ICDM (Workshops) (2022)
Hassan Eldeeb, Mohamed Maher, Oleh Matsuk, Abdelrahman Aldallal, Radwa El Shawi, Sherif Sakr
AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks. CoRR (2022)
Radwa El Shawi, Abdul Wahab, Ahmed Barnawi, Sherif Sakr
DLBench: a comprehensive experimental evaluation of deep learning frameworks. Clust. Comput. 24 (3) (2021)
Hassan Eldeeb, Oleh Matsuk, Mohamed Maher, Abdelrhman Eldallal, Sherif Sakr
The impact of Auto-Sklearn's Learning Settings: Meta-learning, Ensembling, Time Budget, and Search Space Size. EDBT/ICDT Workshops (2021)
Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid G. Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, Gábor Szárnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, Eiko Yoneki
The future is big graphs: a community view on graph processing systems. Commun. ACM 64 (9) (2021)
Simona Micevska, Ahmed Awad, Sherif Sakr
SDDM: an interpretable statistical concept drift detection method for data streams. J. Intell. Inf. Syst. 56 (3) (2021)
Mohamadjavad Bahmani, Radwa El Shawi, Nshan Potikyan, Sherif Sakr
To tune or not to tune? An Approach for Recommending Important Hyperparameters. CoRR (2021)
Radwa El Shawi, Hudson Lekunze, Sherif Sakr
cSmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Clustering. IEEE BigData (2021)
Radwa El Shawi, Youssef Sherif, Sherif Sakr
Towards Automated Concept-based Decision TreeExplanations for CNNs. EDBT (2021)
Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr
Interpretability in healthcare: A comparative study of local machine learning interpretability techniques. Comput. Intell. 37 (4) (2021)
Mohamed Ragab, Riccardo Tommasini, Sherif Sakr
Comparing Schema Advancements for Distributed RDF Querying Using SparkSQL. ISWC (Demos/Industry) (2020)
Ahmed Barnawi, Sherif Sakr, Wenjing Xiao, Abdullah Al-Barakati
The views, measurements and challenges of elasticity in the cloud: A review. Comput. Commun. 154 (2020)
Angela Bonifati, Irena Holubová, Arnau Prat-Pérez, Sherif Sakr
Graph Generators: State of the Art and Open Challenges. ACM Comput. Surv. 53 (2) (2020)
Ahmed Awad, Matthias Weidlich, Sherif Sakr
Process Mining over Unordered Event Streams. ICPM (2020)
Mohamed Ragab, Riccardo Tommasini, Sadiq Eyvazov, Sherif Sakr
Towards making sense of Spark-SQL performance for processing vast distributed RDF datasets. SBD@SIGMOD (2020)
Riccardo Tommasini, Sherif Sakr, Emanuele Della Valle, Hojjat Jafarpour
Declarative Languages for Big Streaming Data. EDBT (2020)
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr
A First Step Towards a Streaming Linked Data Life-Cycle. ISWC (2) (2020)
Hazem Kotb, Mohamed ElHelw, Sherif Sakr
AutoDLCon: An Approach for Controlling the Automated Tuning for Deep Learning Networks. BigDataService (2020)
Mario Scrocca, Riccardo Tommasini, Alessandro Margara, Emanuele Della Valle, Sherif Sakr
The Kaiju project: enabling event-driven observability. DEBS (2020)
Angela Bonifati, Irena Holubová, Arnau Prat-Pérez, Sherif Sakr
Graph Generators: State of the Art and Open Challenges. CoRR (2020)
Heidy Hazem, Ahmed Awad, Ahmed Hassan, Sherif Sakr
DISGD: A Distributed Shared-nothing Matrix Factorization for Large Scale Online Recommender Systems. EDBT (2020)
Riccardo Tommasini, Emanuele Della Valle, Marco Balduini, Sherif Sakr
On Teaching Web Stream Processing - Lessons Learned. ICWE (2020)
Sherif Sakr, Angela Bonifati, Hannes Voigt, Alexandru Iosup, Khaled Ammar, Renzo Angles, Walid G. Aref, Marcelo Arenas, Maciej Besta, Peter A. Boncz, Khuzaima Daudjee, Emanuele Della Valle, Stefania Dumbrava, Olaf Hartig, Bernhard Haslhofer, Tim Hegeman, Jan Hidders, Katja Hose, Adriana Iamnitchi, Vasiliki Kalavri, Hugo Kapp, Wim Martens, M. Tamer Özsu, Eric Peukert, Stefan Plantikow, Mohamed Ragab, Matei Ripeanu, Semih Salihoglu, Christian Schulz, Petra Selmer, Juan F. Sequeda, Joshua Shinavier, Gábor Szárnyas, Riccardo Tommasini, Antonino Tumeo, Alexandru Uta, Ana Lucia Varbanescu, Hsiang-Yun Wu, Nikolay Yakovets, Da Yan, Eiko Yoneki
The Future is Big Graphs! A Community View on Graph Processing Systems. CoRR (2020)
Ahmed Abd Elrahman, Mohamed ElHelw, Radwa El Shawi, Sherif Sakr
D-SmartML: A Distributed Automated Machine Learning Framework. ICDCS (2020)
Fuad Bajaber, Sherif Sakr, Omar Batarfi, Abdulrahman H. Altalhi, Ahmed Barnawi
Benchmarking big data systems: A survey. Comput. Commun. 149 (2020)
Ahmed Awad, Jonas Traub, Sherif Sakr
Adaptive Watermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams. EDBT (2019)
Sherif Sakr, Albert Y. Zomaya, Athanasios V. Vasilakos
Editorial for Special issue of FGCS special issue on "Benchmarking big data systems". Future Gener. Comput. Syst. 96 (2019)
Victor Aluko, Sherif Sakr
Big SQL systems: an experimental evaluation. Clust. Comput. 22 (4) (2019)
Sherif Sakr, Mohamed Ragab, Mohamed Maher, Ahmed Awad
MINARET: A Recommendation Framework for Scientific Reviewers. EDBT (2019)
Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr
Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques. CBMS (2019)
Radwa El Shawi, Mouaz H. Al-Mallah, Sherif Sakr
On the interpretability of machine learning-based model for predicting hypertension. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Mohamed Maher, Sherif Sakr
SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms. EDBT (2019)
Elkhan Shahverdi, Ahmed Awad, Sherif Sakr
Big Stream Processing Systems: An Experimental Evaluation. ICDE Workshops (2019)
Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr
ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision. ADBIS (2019)
Mohamed Ragab, Riccardo Tommasini, Sherif Sakr
Benchmarking Spark-SQL under Alliterative RDF Relational Storage Backends. QuWeDa@ISWC (2019)
Radwa El Shawi, Sherif Sakr
Automated Machine Learning: Techniques and Frameworks. eBISS (2019)
Ahmed Awad, Riccardo Tommasini, Mahmoud Kamel, Emanuele Della Valle, Sherif Sakr
D ^2 2 IA: Stream Analytics on User-Defined Event Intervals. CAiSE (2019)
Mohammed Zeyad Al Yousef, Mazen Ferwana, Sherif Sakr, Riyad Al Shammari
Early prediction of diabetes by applying data mining techniques. Comput. Methods Programs Biomed. 171 (2019)
Angela Bonifati, Alexandru Iosup, Sherif Sakr, Hannes Voigt
Big Graph Processing Systems (Dagstuhl Seminar 19491). Dagstuhl Reports 9 (12) (2019)
Riccardo Tommasini, Mohamed Ragab, Alessandro Falcetta, Emanuele Della Valle, Sherif Sakr
Bootstrapping the Publication of Linked Data Streams. ISWC (Satellites) (2019)
Salijona Dyrmishi, Radwa El Shawi, Sherif Sakr
A Decision Support Framework for AutoML Systems: A Meta-Learning Approach. ICDM Workshops (2019)
Riccardo Tommasini, Sherif Sakr, Marco Balduini, Emanuele Della Valle
An Outlook to Declarative Languages for Big Steaming Data. DEBS (2019)
Ahmed Ramzy, Ahmed Awad, Amr A. Kamel, Osman Hegazy, Sherif Sakr
Calculation of Average Road Speed Based on Car-to-Car Messaging. BigComp (2019)
Radwa El Shawi, Mohamed Maher, Sherif Sakr
Automated Machine Learning: State-of-The-Art and Open Challenges. CoRR (2019)
Nesma Mahmoud, Youssef Essam, Radwa El Shawi, Sherif Sakr
DLBench: An Experimental Evaluation of Deep Learning Frameworks. BigData Congress (2019)
Tarun Khajuria, Eman Badr, Mouaz H. Al-Mallah, Sherif Sakr
LDLCT An Instance-Based Framework for Lesion Detection on Lung CT Scans. CBMS (2019)
Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
Correction to: Runtime self-monitoring approach of business process compliance in cloud environments. Clust. Comput. 22 (Suppl 1) (2019)
Sherif Sakr, Tilmann Rabl, Martin Hirzel, Paris Carbone, Martin Strohbach
Dagstuhl Seminar on Big Stream Processing. SIGMOD Rec. 47 (3) (2018)
Marcin Wylot, Manfred Hauswirth, Philippe Cudré-Mauroux, Sherif Sakr
RDF Data Storage and Query Processing Schemes: A Survey. ACM Comput. Surv. 51 (4) (2018)
Dongyao Wu, Liming Zhu, Qinghua Lu, Sherif Sakr
HDM: A Composable Framework for Big Data Processing. IEEE Trans. Big Data 4 (2) (2018)
Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Kai Lu, Liming Zhu
A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds. IEEE Trans. Parallel Distributed Syst. 29 (6) (2018)
Radwa El Shawi, Sherif Sakr, Domenico Talia, Paolo Trunfio
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service. Big Data Res. 14 (2018)
Sherif Sakr, Albert Y. Zomaya
Editorial for Special Issue of Journal of Big Data Research on "Big Medical/Healthcare Data Analytics". Big Data Res. 13 (2018)
Dongyao Wu, Sherif Sakr, Liming Zhu, Sung Une Lee, Huijun Wu
HDM-MC in-Action: A Framework for Big Data Analytics across Multiple Clusters. ICDCS (2018)
Omar Batarfi, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Seyed-Mehdi-Reza Beheshti, Ahmed Barnawi, Sherif Sakr
Correction To: Large scale graph processing systems: survey and an experimental evaluation. Clust. Comput. 21 (2) (2018)
Martin Hirzel, Guillaume Baudart, Angela Bonifati, Emanuele Della Valle, Sherif Sakr, Akrivi Vlachou
Stream Processing Languages in the Big Data Era. SIGMOD Rec. 47 (2) (2018)
Reham Aldakhil, Mouaz Almallah Almallah, Sherif Sakr
Predictive Model for the Incidence of Hyperkalemia for Congestive Heart Failure Patients on Spironolactone. ICHI (2018)
Sherif Sakr, Zakaria Maamar, Ahmed Awad, Boualem Benatallah, Wil M. P. van der Aalst
Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap. IEEE Access 6 (2018)
Sherif Sakr
Big Data Processing Stacks. IT Prof. 19 (1) (2017)
Radim Baca, Michal Krátký, Irena Holubová, Martin Necaský, Tomás Skopal, Martin Svoboda, Sherif Sakr
Structural XML Query Processing. ACM Comput. Surv. 50 (5) (2017)
Zakaria Maamar, Noura Faci, Mohamed Sellami, Khouloud Boukadi, Fadwa Yahya, Ahmed Barnawi, Sherif Sakr
On business process monitoring using cross-flow coordination. Serv. Oriented Comput. Appl. 11 (2) (2017)
Tilmann Rabl, Sherif Sakr, Martin Hirzel
Big Stream Processing Systems (Dagstuhl Seminar 17441). Dagstuhl Reports 7 (10) (2017)
Dongyao Wu, Sherif Sakr, Liming Zhu, Huijun Wu
Towards Big Data Analytics across Multiple Clusters. CCGrid (2017)
Dongyao Wu, Sherif Sakr, Liming Zhu
HDM: Optimized Big Data Processing with Data Provenance. EDBT (2017)
Radwa El Shawi, Sherif Sakr
Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service. CoRR (2017)
Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Liming Zhu, Kai Lu
HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud. CoRR (2017)
Sherif Sakr, Radwa El Shawi, Amjad M. Ahmed, Waqas T. Qureshi, Clinton A. Brawner, Steven J. Keteyian, Michael J. Blaha, Mouaz H. Al-Mallah
Comparison of machine learning techniques to predict all-cause mortality using fitness data: the Henry ford exercIse testing (FIT) project. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Dongyao Wu, Liming Zhu, Xiwei Xu, Sherif Sakr, Daniel Sun, Qinghua Lu
Building Pipelines for Heterogeneous Execution Environments for Big Data Processing. IEEE Softw. 33 (2) (2016)
Zakaria Maamar, Noura Faci, Sherif Sakr, Mohamed Boukhebouze, Ahmed Barnawi
Network-based social coordination of business processes. Inf. Syst. 58 (2016)
Sherif Sakr, Amal Elgammal
Towards a Comprehensive Data Analytics Framework for Smart Healthcare Services. Big Data Res. 4 (2016)
Aisha Hasan, Mohammad Hammoud, Reza Nouri, Sherif Sakr
DREAM in Action: A Distributed and Adaptive RDF System on the Cloud. WWW (Companion Volume) (2016)
Fuad Bajaber, Radwa El Shawi, Omar Batarfi, Abdulrahman H. Altalhi, Ahmed Barnawi, Sherif Sakr
Big Data 2.0 Processing Systems: Taxonomy and Open Challenges. J. Grid Comput. 14 (3) (2016)
Dongyao Wu, Sherif Sakr, Liming Zhu, Qinghua Lu
Composable and efficient functional big data processing framework. IEEE BigData (2015)
Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
Runtime self-monitoring approach of business process compliance in cloud environments. Clust. Comput. 18 (4) (2015)
Sherif Sakr, Amin Shafaat, Fuad Bajaber, Ahmed Barnawi, Omar Batarfi, Abdulrahman H. Altalhi
Liquid Benchmarking: A Platform for Democratizing the Performance Evaluation Process. EDBT (2015)
Omar Batarfi, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Seyed-Mehdi-Reza Beheshti, Ahmed Barnawi, Sherif Sakr
Large scale graph processing systems: survey and an experimental evaluation. Clust. Comput. 18 (3) (2015)
Ahmed Barnawi, Ahmed Awad, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
BP-MaaS: A Runtime Compliance-Monitoring System for Business Processes. BPM (Demos) (2015)
Liang Zhao, Sherif Sakr, Anna Liu
A Framework for Consumer-Centric SLA Management of Cloud-Hosted Databases. IEEE Trans. Serv. Comput. 8 (4) (2015)
Zakaria Maamar, Sherif Sakr, Ahmed Barnawi, Seyed-Mehdi-Reza Beheshti
A Framework of Enriching Business Processes Life-Cycle with Tagging Information. ADC (2015)
Ahmed Awad, Ahmed Barnawi, Amal Elgammal, Radwa El Shawi, Abduallah Almalaise, Sherif Sakr
Runtime detection of business process compliance violations: an approach based on anti patterns. SAC (2015)
Mohammad Hammoud, Dania Abed Rabbou, Reza Nouri, Seyed-Mehdi-Reza Beheshti, Sherif Sakr
DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication. Proc. VLDB Endow. 8 (6) (2015)
Radwa El Shawi, Omar Batarfi, Ayman G. Fayoumi, Ahmed Barnawi, Sherif Sakr
Big Graph Processing Systems: State-of-the-Art and Open Challenges. BigDataService (2015)
Zakaria Maamar, Noura Faci, Ejub Kajan, Sherif Sakr, Mohamed Boukhebouze, Ahmed Barnawi
How to Make Business Processes "Socialize"? EAI Endorsed Trans. Ind. Networks Intell. Syst. 2 (5) (2015)
Ahmed Barnawi, Omar Batarfi, Seyed-Mehdi-Reza Beheshti, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Sherif Sakr
On Characterizing the Performance of Distributed Graph Computation Platforms. TPCTC (2014)
Zakaria Maamar, Sherif Sakr, Noura Faci, Mohamed Boukhebouze, Ahmed Barnawi
SUPER: Social-Based Business Process Management Framework. ICSOC Workshops (2014)
Sherif Sakr
Cloud-hosted databases: technologies, challenges and opportunities. Clust. Comput. 17 (2) (2014)
Sherif Sakr, Sameh Elnikety, Yuxiong He
Hybrid query execution engine for large attributed graphs. Inf. Syst. 41 (2014)
Zakaria Maamar, Noura Faci, Ejub Kajan, Khouloud Boukadi, Sherif Sakr, Mohamed Boukhebouze, Soraya Kouadri Mostéfaoui, Vanilson Arruda Burégio, Fadwa Yahya, Valérie Monfort, Romain Hennion
Enterprise 2.0: Research Challenges and Opportunities. WEBIST (Revised Selected Papers) (2014)
Ebtesam Ahmad Alomari, Ahmed Barnawi, Sherif Sakr
CDPort: A Framework of Data Portability in Cloud Platforms. iiWAS (2014)
David Bermbach, Jörn Kuhlenkamp, Akon Dey, Sherif Sakr, Raghunath Nambiar
Towards an Extensible Middleware for Database Benchmarking. TPCTC (2014)
Raghava Mutharaju, Sherif Sakr, Alessandra Sala, Pascal Hitzler
D-SPARQ: Distributed, Scalable and Efficient RDF Query Engine. ISWC (Posters & Demos) (2013)
Xiwei Xu, Qinghua Lu, Liming Zhu, Zhanwen Li, Sherif Sakr, Hiroshi Wada, Ingo Weber
Availability analysis for deployment of in-cloud applications. ISARCS (2013)
Qinghua Lu, Xiwei Xu, Liming Zhu, Len Bass, Zhanwen Li, Sherif Sakr, Paul L. Bannerman, Anna Liu
Incorporating Uncertainty into In-Cloud Application Deployment Decisions for Availability. IEEE CLOUD (2013)
Liang Zhao, Sherif Sakr, Anna Liu
Consumer-centric SLA manager for cloud-hosted databases. CIKM (2013)
Sherif Sakr, Anna Liu, Ayman G. Fayoumi
The family of mapreduce and large-scale data processing systems. ACM Comput. Surv. 46 (1) (2013)
Sherif Sakr, Anna Liu, Ayman G. Fayoumi
The Family of MapReduce and Large Scale Data Processing Systems CoRR (2013)
Jim Zhanwen Li, Qinghua Lu, Liming Zhu, Len Bass, Xiwei Xu, Sherif Sakr, Paul L. Bannerman, Anna Liu
Improving Availability of Cloud-Based Applications through Deployment Choices. IEEE CLOUD (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sherif Sakr