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  1. marcoserafini.github.ioMarco Serafini

    Marco Serafini. Data Systems @ UMass. Office: LGRC A335. 740 N Pleasant St. Amherst, MA 01003, USA. I am an Assistant Professor in the College of Information and Computer Sciences at the University of Massachusetts Amherst.

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      publications | Marco Serafini. 2024. GMorph: Accelerating...

    • cv

      Professor of Theoretical Physics Institute for Advanced...

  2. Marco Serafini's research lies at the intersection of database systems, distributed systems, and data science. Prior to joining the CICS faculty, he was a Senior Scientist at the Qatar Computing Research Institute (QCRI).

  3. publications | Marco Serafini. 2024. GMorph: Accelerating Multi-DNN Inference via Model Fusion. Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, and Hui Guan. In Proceedings of the 19th ACM European Conference on Computer Systems (Eurosys), 2024. PDF.

  4. Marco Serafini. Assistant professor at University of Massachusetts Amherst. Verified email at cs.umass.edu - Homepage. Systems for ML Data Management Systems Distributed Systems. Title. Sort. Sort by citations Sort by year Sort by title. Cited by.

  5. Professor of Theoretical Physics Institute for Advanced Study, Princeton University Teaching at Palmer Physical Laboratory (now 302 Frist Campus Center).

  6. Marco Serafini received the Laurea degree cum laude from the University of Florence, Italy. He received his PhD degree cum laude at TU Darmstadt and is now with Yahoo! Research Barcelona.

  7. Marco Serafini: Scalable Graph Neural Network Training: The Case for Sampling. ACM SIGOPS Oper. Syst. Rev. 55 ( 1): 68-76 ( 2021)