Marco Serafini
University of Massachusetts Amherst
H-index: 23
North America-United States
Top articles of Marco Serafini
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
GMorph: Accelerating Multi-DNN Inference via Model Fusion | Qizheng Yang Tianyi Yang Mingcan Xiang Lijun Zhang Haoliang Wang | 2024/4/22 | |
Enhancing Computation Pushdown for Cloud OLAP Databases | arXiv preprint arXiv:2312.15405 | Yifei Yang Xiangyao Yu Marco Serafini Ashraf Aboulnaga Michael Stonebraker | 2023/12/24 |
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs | Juelin Liu Sandeep Polisetty Hui Guan Marco Serafini | 2023/10/21 | |
Gsplit: Scaling graph neural network training on large graphs via split-parallelism | arXiv preprint arXiv:2303.13775 | Sandeep Polisetty Juelin Liu Kobi Falus Yi Ren Fung Seung-Hwan Lim | 2023/3/24 |
Tuning the Tail Latency of Distributed Queries Using Replication | arXiv preprint arXiv:2212.10387 | Nathan Ng Hung Le Marco Serafini | 2022/12/20 |
Scalable Graph Neural Network Training: The Case for Sampling | ACM SIGOPS Operating Systems Review | Marco Serafini Hui Guan | 2021/6/4 |
Accelerating graph sampling for graph machine learning using GPUs | Abhinav Jangda Sandeep Polisetty Arjun Guha Marco Serafini | 2021/4/21 | |
Flexpushdowndb: Hybrid pushdown and caching in a cloud dbms | Proceedings of the VLDB Endowment | Yifei Yang Matt Youill Matthew Woicik Yizhou Liu Xiangyao Yu | 2021 |
Do the best cloud configurations grow on trees? an experimental evaluation of black box algorithms for optimizing cloud workloads | Proceedings of the VLDB Endowment | Muhammad Bilal Marco Serafini Marco Canini Rodrigo Rodrigues | 2020/7/1 |
PushdownDB: Accelerating a DBMS using S3 computation | Xiangyao Yu Matt Youill Matthew Woicik Abdurrahman Ghanem Marco Serafini | 2020/4/20 | |
Aion: Better late than never in event-time streams | arXiv preprint arXiv:2003.03604 | Sergio Esteves Gianmarco De Francisci Morales Rodrigo Rodrigues Marco Serafini Luís Veiga | 2020/3/7 |
Co-Authors
