Marco Serafini

73 papers A* 6A 10B 5C 2Misc 2Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Spa: Scaling Graph Neural Network Training on Large graphs via Probabilistic splitting. MLSys Sandeep Polisetty, Juelin Liu, Yi Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini
2024	J	`jnl`	FlexpushdownDB: rethinking computation pushdown for cloud OLAP DBMSs. VLDB J. Yifei Yang, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
2024	A	`conf`	GMorph: Accelerating Multi-DNN Inference via Model Fusion. EuroSys Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan
2024	J	`jnl`	Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch. CoRR Saurabh Bajaj, Hui Guan, Marco Serafini
2024	J	`jnl`	Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch. Proc. VLDB Endow. Saurabh Bajaj, Hui Guan, Marco Serafini, Juelin Liu, Hojae Son
2024	J	`jnl`	GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. CoRR Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
2023	J	`jnl`	Enhancing Computation Pushdown for Cloud OLAP Databases. CoRR Yifei Yang, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
2023	J	`jnl`	GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism. CoRR Sandeep Polisetty, Juelin Liu, Kobi Falus, Yi Ren Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini
2023	B	`conf`	GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. PACT Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
2022	—	`ed.`	APSys '22: 13th ACM SIGOPS Asia-Pacific Workshop on Systems, Virtual Event, Singapore, August 23 - 24, 2022 APSys Marco Serafini, Harry Xu
2022	J	`jnl`	Tuning the Tail Latency of Distributed Queries Using Replication. CoRR Nathan Ng, Hung Le, Marco Serafini
2021	A	`conf`	Accelerating graph sampling for graph machine learning using GPUs. EuroSys Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini
2021	J	`jnl`	FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS. Proc. VLDB Endow. Yifei Yang, Matt Youill, Matthew E. Woicik, Yizhou Liu, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
2021	J	`jnl`	Scalable Graph Neural Network Training: The Case for Sampling. CoRR Marco Serafini, Hui Guan
2021	J	`jnl`	Scalable Graph Neural Network Training: The Case for Sampling. ACM SIGOPS Oper. Syst. Rev. Marco Serafini
2020	J	`jnl`	Aion: Better Late than Never in Event-Time Streams. CoRR Sérgio Esteves, Gianmarco De Francisci Morales, Rodrigo Rodrigues, Marco Serafini, Luís Veiga
2020	J	`jnl`	Do the Best Cloud Configurations Grow on Trees? An Experimental Evaluation of Black Box Algorithms for Optimizing Cloud Workloads Sub. Proc. VLDB Endow. Muhammad Bilal, Marco Serafini, Marco Canini, Rodrigo Rodrigues
2020	J	`jnl`	LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. Proc. VLDB Endow. Xiaowei Zhu, Marco Serafini, Xiaosong Ma, Ashraf Aboulnaga, Wenguang Chen, Guanyu Feng
2020	J	`jnl`	NextDoor: GPU-Based Graph Sampling for Graph Machine Learning. CoRR Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini
2020	A*	`conf`	PushdownDB: Accelerating a DBMS Using S3 Computation. ICDE Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
2020	J	`jnl`	PushdownDB: Accelerating a DBMS using S3 Computation. CoRR Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
2019	J	`jnl`	Choosing A Cloud DBMS: Architectures and Tradeoffs. Proc. VLDB Endow. Junjay Tan, Thanaa M. Ghanem, Matthew Perron, Xiangyao Yu, Michael Stonebraker, David J. DeWitt, Marco Serafini, Ashraf Aboulnaga, Tim Kraska
2019	B	`conf`	Gyro: A Modular Scale-Out Layer for Single-Server DBMSs. SRDS Habib Saissi, Marco Serafini, Neeraj Suri
2019	J	`jnl`	LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. CoRR Xiaowei Zhu, Guanyu Feng, Marco Serafini, Xiaosong Ma, Jiping Yu, Lei Xie, Ashraf Aboulnaga, Wenguang Chen
2018	—	`conf`	P-Store: An Elastic Database System with Predictive Provisioning. SIGMOD Conference Rebecca Taft, Nosayba El-Sayed, Marco Serafini, Yu Lu, Ashraf Aboulnaga, Michael Stonebraker, Ricardo Mayerhofer, Francisco Jose Andrade
2018	J	`jnl`	Scaling Out Acid Applications with Operation Partitioning. CoRR Habib Saissi, Marco Serafini, Neeraj Suri
2017	—	`conf`	Graph Data Mining with Arabesque. SIGMOD Conference Eslam Hussein, Abdurrahman Ghanem, Vinícius Vitor dos Santos Dias, Carlos H. C. Teixeira, Ghadeer Abuoda, Marco Serafini, Georgos Siganos, Gianmarco De Francisci Morales, Ashraf Aboulnaga, Mohammed J. Zaki
2017	J	`jnl`	Load Balancing for Skewed Streams on Heterogeneous Cluster. CoRR Muhammad Anis Uddin Nasir, Hiroshi Horii, Marco Serafini, Nicolas Kourtellis, Rudy Raymond, Sarunas Girdzijauskas, Takayuki Osogami
2017	—	`conf`	QFrag: distributed graph search via subgraph isomorphism. SoCC Marco Serafini, Gianmarco De Francisci Morales, Georgos Siganos
2016	J	`jnl`	Clay: Fine-Grained Adaptive Partitioning for General Database Schemas. Proc. VLDB Endow. Marco Serafini, Rebecca Taft, Aaron J. Elmore, Andrew Pavlo, Ashraf Aboulnaga, Michael Stonebraker
2016	A*	`conf`	When two choices are not enough: Balancing at scale in Distributed Stream Processing. ICDE Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, Nicolas Kourtellis, Marco Serafini
2015	J	`jnl`	Arabesque: A System for Distributed Graph Mining - Extended version. CoRR Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga
2015	A*	`conf`	Arabesque: a system for distributed graph mining. SOSP Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga
2015	J	`jnl`	Partial Key Grouping: Load-Balanced Partitioning of Distributed Streams. CoRR Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini
2015	—	`ed.`	Proceedings of the First Workshop on Principles and Practice of Consistency for Distributed Data, PaPoC@EuroSys 2015, Bordeaux, France, April 21, 2015 PaPoC@EuroSys Carlos Baquero, Marco Serafini
2015	Misc	`conf`	Scalable Error Isolation for Distributed Systems. NSDI Diogo Behrens, Marco Serafini, Flavio Paiva Junqueira, Sergei Arnautov, Christof Fetzer
2015	J	`jnl`	The Power of Both Choices: Practical Load Balancing for Distributed Stream Processing Engines. CoRR Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini
2015	A*	`conf`	The power of both choices: Practical load balancing for distributed stream processing engines. ICDE Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini
2015	J	`jnl`	When Two Choices Are not Enough: Balancing at Scale in Distributed Stream Processing. CoRR Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, Nicolas Kourtellis, Marco Serafini
2014	J	`jnl`	Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions. Proc. VLDB Endow. Marco Serafini, Essam Mansour, Ashraf Aboulnaga, Kenneth Salem, Taha Rafiq, Umar Farooq Minhas
2014	J	`jnl`	E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing. Proc. VLDB Endow. Rebecca Taft, Essam Mansour, Marco Serafini, Jennie Duggan, Aaron J. Elmore, Ashraf Aboulnaga, Andrew Pavlo, Michael Stonebraker
2013	B	`conf`	Efficient Verification of Distributed Protocols Using Stateful Model Checking. SRDS Habib Saissi, Péter Bokor, Can Arda Muftuoglu, Neeraj Suri, Marco Serafini
2013	J	`jnl`	On Barriers and the Gap between Active and Passive Replication (Full Version). CoRR Flavio Paiva Junqueira, Marco Serafini
2013	A	`conf`	On Barriers and the Gap between Active and Passive Replication. DISC Flavio Paiva Junqueira, Marco Serafini
2013	J	`jnl`	Piggybacking on Social Networks. Proc. VLDB Endow. Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber
2013	—	`conf`	Towards transparent hardening of distributed systems. HotDep Diogo Behrens, Christof Fetzer, Flavio Paiva Junqueira, Marco Serafini
2012	A	`conf`	Brief Announcement: Consensus and Efficient Passive Replication. DISC Flavio Junqueira, Marco Serafini
2012	—	`conf`	Practical Hardening of Crash-Tolerant Systems. USENIX ATC Miguel Correia, Daniel Gómez Ferro, Flavio Paiva Junqueira, Marco Serafini
2012	—	`conf`	Shepherding social feed generation with Sheep. SNS Flavio Paiva Junqueira, Vincent Leroy, Marco Serafini, Adam Silberstein
2012	—	`conf`	Social piggybacking: leveraging common friends to generate event streams. SNS Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber
2011	J	`jnl`	Application-Level Diagnostic and Membership Protocols for Generic Time-Triggered Systems. IEEE Trans. Dependable Secur. Comput. Marco Serafini, Péter Bokor, Neeraj Suri, Jonny Vinter, Astrit Ademaj, Wolfgang Brandstätter, Fulvio Tagliabo, Jens Koch
2011	A	`conf`	Efficient model checking of fault-tolerant distributed protocols. DSN Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri
2011	A	`conf`	Leader Election for Replicated Services Using Application Scores. Middleware Diogo Becker, Flavio Junqueira, Marco Serafini
2011	A*	`conf`	Supporting domain-specific state space reductions through local partial-order reduction. ASE Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri
2011	A	`conf`	Zab: High-performance broadcast for primary-backup systems. DSN Flavio Paiva Junqueira, Benjamin C. Reed, Marco Serafini
2010	—	`—`	Efficient and low-cost fault tolerance for web-scale systems. Marco Serafini
2010	—	`ch.`	Effiziente Fehlertoleranz für Web-Basierte Systeme. Ausgezeichnete Informatikdissertationen Marco Serafini
2010	A*	`conf`	Eventually linearizable shared objects. PODC Marco Serafini, Dan Dobre, Matthias Majuntke, Péter Bokor, Neeraj Suri
2010	—	`conf`	Fault Characterization and Diagnosis in Distributed Systems. AlgoSyn Marco Serafini
2010	Misc	`conf`	HP: Hybrid Paxos for WANs. EDCC Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri
2010	—	`conf`	On Efficient Models for Model Checking Message-Passing Distributed Protocols. FMOODS/FORTE Péter Bokor, Marco Serafini, Neeraj Suri
2010	A	`conf`	Scrooge: Reducing the costs of fast Byzantine replication in presence of unresponsive replicas. DSN Marco Serafini, Péter Bokor, Dan Dobre, Matthias Majuntke, Neeraj Suri
2010	—	`conf`	Weak consistency as a last resort. LADIS Marco Serafini, Flavio Junqueira
2009	B	`conf`	Abortable Fork-Linearizable Storage. OPODIS Matthias Majuntke, Dan Dobre, Marco Serafini, Neeraj Suri
2009	A	`conf`	Brief Announcement: Efficient Model Checking of Fault-Tolerant Distributed Protocols Using Symmetry Reduction. DISC Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith
2009	C	`conf`	Efficient Robust Storage Using Secret Tokens. SSS Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri
2009	C	`conf`	Role-Based Symmetry Reduction of Fault-Tolerant Distributed Protocols with Language Support. ICFEM Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith
2008	—	`conf`	Reducing the costs of large-scale BFT replication. LADIS Marco Serafini, Neeraj Suri
2007	A	`conf`	A Tunable Add-On Diagnostic Protocol for Time-Triggered Systems. DSN Marco Serafini, Neeraj Suri, Jonny Vinter, Astrit Ademaj, Wolfgang Brandstätter, Fulvio Tagliabo, Jens Koch
2007	J	`jnl`	Online Diagnosis and Recovery: On the Choice and Impact of Tuning Parameters. IEEE Trans. Dependable Secur. Comput. Marco Serafini, Andrea Bondavalli, Neeraj Suri
2007	—	`conf`	Sustaining Property Verification of Synchronous Dependable Protocols Over Implementation. HASE Péter Bokor, Marco Serafini, Áron Sisak, András Pataricza, Neeraj Suri
2007	B	`conf`	The Fail-Heterogeneous Architectural Model. SRDS Marco Serafini, Neeraj Suri
2001	J	`jnl`	Explicit and Incidental Facial Expression Processing: An fMRI Study. NeuroImage Maria Luisa Gorno-Tempini, Samanta Pradelli, Marco Serafini, Giuseppe Pagnoni, Patrizia Baraldi, Carlo A. Porro, Roberto Nicoletti, Carlo Umità, Paolo Nichelli