Bio

I am a PhD student at the eXascale Infolab/University of Fribourg. I previously worked as a data science and big data developer at IBM Egypt. My work included building big data tools for analysing real time events in telecom and social media applications. My research interests include distributed systems, databases, machine learning and big data applications.

Bibliography

1. Alberto Lerner, Carsten Binnig, Philippe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thostrup, and Tobias Ziegler. “Databases on Modern Networks: A Decade of Research That Now Comes into Practice.” In To Appear in Proceedings of the 49th International Conference on Very Large Data Bases (VLDB’23), 2023. Bibtex PDF

   Databases on Modern Networks: A Decade of Research that now comes into Practice

   Alberto Lerner, Carsten Binnig, Philippe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thostrup, and Tobias Ziegler. “Databases on Modern Networks: A Decade of Research That Now Comes into Practice.” In To Appear in Proceedings of the 49th International Conference on Very Large Data Bases (VLDB’23), 2023.

   @inproceedings{lerner2023vldb,
     author = {Lerner, Alberto and Binnig, Carsten and Cudré-Mauroux, Philippe and Hussein, Rana and Jasny, Matthias and Jepsen, Theo and Ports, Dan R. K. and Thostrup, Lasse and Ziegler, Tobias},
     title = {Databases on Modern Networks: A Decade of Research that now comes into Practice},
     booktitle = {To Appear in Proceedings of the 49th International Conference on Very Large Data Bases (VLDB'23)},
     year = {2023},
     url = {https://exascale.info}
   }
   

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2. Rana Hussein, Alberto Lerner, André Ryser, Lucas Bürgi, Albert Blarer, and Philippe Cudré-Mauroux. “GraphINC: Graph Pattern Mining at Network Speed.” In To Appear in Proceedings of the 2023 International Conference on Management of Data (SIGMOD ’23), 2023. Bibtex PDF

   GraphINC: Graph Pattern Mining at Network Speed

   Rana Hussein, Alberto Lerner, André Ryser, Lucas Bürgi, Albert Blarer, and Philippe Cudré-Mauroux. “GraphINC: Graph Pattern Mining at Network Speed.” In To Appear in Proceedings of the 2023 International Conference on Management of Data (SIGMOD ’23), 2023.

   @inproceedings{hussein2023sigmod,
     author = {Hussein, Rana and Lerner, Alberto and Ryser, Andr{\'e} and B\"{u}rgi, Lucas and Blarer, Albert and Cudr{\'e}-Mauroux, Philippe},
     title = {Graph{INC}: Graph Pattern Mining at Network Speed},
     booktitle = {To Appear in Proceedings of the 2023 International Conference on Management of Data (SIGMOD ’23)},
     year = {2023},
     url = {https://exascale.info/assets/pdf/hussein2023sigmod.pdf}
   }
   

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3. Alberto Lerner, Rana Hussein, André Ryser, Sangjin Lee, and Philippe Cudré-Mauroux. “Networking and Storage: The Next Computing Elements in Exascale Systems?.” IEEE Data Engineering Bulletin 43, no. 1 (March 2020): 60–71. Bibtex PDF

   Networking and Storage: The Next Computing Elements in Exascale Systems?

   Alberto Lerner, Rana Hussein, André Ryser, Sangjin Lee, and Philippe Cudré-Mauroux. “Networking and Storage: The Next Computing Elements in Exascale Systems?.” IEEE Data Engineering Bulletin 43, no. 1 (March 2020): 60–71.

   @article{lerner20debull,
     author = {Lerner, Alberto and Hussein, Rana and Ryser, Andr{\'e} and Lee, Sangjin and Cudr{\'e}-Mauroux, Philippe},
     title = {Networking and Storage: The Next Computing Elements in Exascale Systems?},
     journal = {{IEEE} Data Engineering Bulletin},
     issue_date = {March 2020},
     volume = {43},
     number = {1},
     month = mar,
     year = {2020},
     pages = {60--71},
     url = {https://exascale.info/assets/pdf/lerner20debull.pdf}
   }
   

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4. Alberto Lerner, Rana Hussein, and Philippe Cudré-Mauroux. “The Case For Network Accelerated Query Processing.” In CIDR 2019, 9th Biennial Conference on Innovative Data Systems Research, 2019. Bibtex PDF

   The Case For Network Accelerated Query Processing

   Alberto Lerner, Rana Hussein, and Philippe Cudré-Mauroux. “The Case For Network Accelerated Query Processing.” In CIDR 2019, 9th Biennial Conference on Innovative Data Systems Research, 2019.

   @inproceedings{lerner2019cidr,
     author = {Lerner, Alberto and Hussein, Rana and Cudr{\'e}-Mauroux, Philippe},
     title = {The Case For Network Accelerated Query Processing},
     booktitle = {{CIDR} 2019, 9th Biennial Conference on Innovative Data Systems Research},
     year = {2019},
     url = {https://exascale.info/assets/pdf/lerner19cidr.pdf}
   }
   

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5. Rana Hussein, Dingqi Yang, and Philippe Cudré-Mauroux. “Are Meta-Paths Necessary? Revisiting Heterogeneous Graph Embeddings.” In Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM’18), 437–46, 2018. Bibtex Slides PDF Code

   Are Meta-Paths Necessary? Revisiting Heterogeneous Graph Embeddings

   Rana Hussein, Dingqi Yang, and Philippe Cudré-Mauroux. “Are Meta-Paths Necessary? Revisiting Heterogeneous Graph Embeddings.” In Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM’18), 437–46, 2018.

   @inproceedings{hussein2018cikm,
     title = {Are Meta-Paths Necessary? Revisiting Heterogeneous Graph Embeddings},
     author = {Hussein, Rana and Yang, Dingqi and Cudr{\'e}-Mauroux, Philippe},
     booktitle = {Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM'18)},
     year = {2018},
     pages = {437--446},
     url = {https://exascale.info/assets/pdf/hussein2018cikm.pdf},
     note = {https://www.slideshare.net/eXascaleInfolab/cikm-2018},
     code = {https://github.com/eXascaleInfolab/JUST}
   }
   

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