Marco Serafini

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 28

Top Venues

Darmstadt University of Technology (PHD)

Education History

Darmstadt University of Technology

PHD

Publications

Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan
GMorph: Accelerating Multi-DNN Inference via Model Fusion. EuroSys (2024)
Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. CoRR (2024)
Yifei Yang, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
FlexpushdownDB: rethinking computation pushdown for cloud OLAP DBMSs. VLDB J. 33 (5) (2024)
Saurabh Bajaj, Hui Guan, Marco Serafini
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch. CoRR (2024)
Yifei Yang, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
Enhancing Computation Pushdown for Cloud OLAP Databases. CoRR (2023)
Sandeep Polisetty, Juelin Liu, Kobi Falus, Yi Ren Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini
GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism. CoRR (2023)
Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. PACT (2023)
Nathan Ng, Hung Le, Marco Serafini
Tuning the Tail Latency of Distributed Queries Using Replication. CoRR (2022)
Marco Serafini, Hui Guan
Scalable Graph Neural Network Training: The Case for Sampling. CoRR (2021)
Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini
Accelerating graph sampling for graph machine learning using GPUs. EuroSys (2021)
Yifei Yang, Matt Youill, Matthew E. Woicik, Yizhou Liu, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS. Proc. VLDB Endow. 14 (11) (2021)
Marco Serafini
Scalable Graph Neural Network Training: The Case for Sampling. ACM SIGOPS Oper. Syst. Rev. 55 (1) (2021)
Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
PushdownDB: Accelerating a DBMS using S3 Computation. CoRR (2020)
Muhammad Bilal, Marco Serafini, Marco Canini, Rodrigo Rodrigues
Do the Best Cloud Configurations Grow on Trees? An Experimental Evaluation of Black Box Algorithms for Optimizing Cloud Workloads Sub. Proc. VLDB Endow. 13 (11) (2020)
Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker
PushdownDB: Accelerating a DBMS Using S3 Computation. ICDE (2020)
Sérgio Esteves, Gianmarco De Francisci Morales, Rodrigo Rodrigues, Marco Serafini, Luís Veiga
Aion: Better Late than Never in Event-Time Streams. CoRR (2020)
Xiaowei Zhu, Marco Serafini, Xiaosong Ma, Ashraf Aboulnaga, Wenguang Chen, Guanyu Feng
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. Proc. VLDB Endow. 13 (7) (2020)
Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini
NextDoor: GPU-Based Graph Sampling for Graph Machine Learning. CoRR (2020)
Habib Saissi, Marco Serafini, Neeraj Suri
Gyro: A Modular Scale-Out Layer for Single-Server DBMSs. SRDS (2019)
Junjay Tan, Thanaa M. Ghanem, Matthew Perron, Xiangyao Yu, Michael Stonebraker, David J. DeWitt, Marco Serafini, Ashraf Aboulnaga, Tim Kraska
Choosing A Cloud DBMS: Architectures and Tradeoffs. Proc. VLDB Endow. 12 (12) (2019)
Xiaowei Zhu, Guanyu Feng, Marco Serafini, Xiaosong Ma, Jiping Yu, Lei Xie, Ashraf Aboulnaga, Wenguang Chen
LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. CoRR (2019)
Rebecca Taft, Nosayba El-Sayed, Marco Serafini, Yu Lu, Ashraf Aboulnaga, Michael Stonebraker, Ricardo Mayerhofer, Francisco Jose Andrade
P-Store: An Elastic Database System with Predictive Provisioning. SIGMOD Conference (2018)
Habib Saissi, Marco Serafini, Neeraj Suri
Scaling Out Acid Applications with Operation Partitioning. CoRR (2018)
Muhammad Anis Uddin Nasir, Hiroshi Horii, Marco Serafini, Nicolas Kourtellis, Rudy Raymond, Sarunas Girdzijauskas, Takayuki Osogami
Load Balancing for Skewed Streams on Heterogeneous Cluster. CoRR (2017)
Marco Serafini, Gianmarco De Francisci Morales, Georgos Siganos
QFrag: distributed graph search via subgraph isomorphism. SoCC (2017)
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
Graph Data Mining with Arabesque. SIGMOD Conference (2017)
Marco Serafini, Rebecca Taft, Aaron J. Elmore, Andrew Pavlo, Ashraf Aboulnaga, Michael Stonebraker
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas. Proc. VLDB Endow. 10 (4) (2016)
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, Nicolas Kourtellis, Marco Serafini
When two choices are not enough: Balancing at scale in Distributed Stream Processing. ICDE (2016)
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini
The Power of Both Choices: Practical Load Balancing for Distributed Stream Processing Engines. CoRR (2015)
Diogo Behrens, Marco Serafini, Flavio Paiva Junqueira, Sergei Arnautov, Christof Fetzer
Scalable Error Isolation for Distributed Systems. NSDI (2015)
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini
Partial Key Grouping: Load-Balanced Partitioning of Distributed Streams. CoRR (2015)
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini
The power of both choices: Practical load balancing for distributed stream processing engines. ICDE (2015)
Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga
Arabesque: A System for Distributed Graph Mining - Extended version. CoRR (2015)
Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga
Arabesque: a system for distributed graph mining. SOSP (2015)
Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, Nicolas Kourtellis, Marco Serafini
When Two Choices Are not Enough: Balancing at Scale in Distributed Stream Processing. CoRR (2015)
Rebecca Taft, Essam Mansour, Marco Serafini, Jennie Duggan, Aaron J. Elmore, Ashraf Aboulnaga, Andrew Pavlo, Michael Stonebraker
E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing. Proc. VLDB Endow. 8 (3) (2014)
Marco Serafini, Essam Mansour, Ashraf Aboulnaga, Kenneth Salem, Taha Rafiq, Umar Farooq Minhas
Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions. Proc. VLDB Endow. 7 (12) (2014)
Habib Saissi, Péter Bokor, Can Arda Muftuoglu, Neeraj Suri, Marco Serafini
Efficient Verification of Distributed Protocols Using Stateful Model Checking. SRDS (2013)
Flavio Paiva Junqueira, Marco Serafini
On Barriers and the Gap between Active and Passive Replication. DISC (2013)
Diogo Behrens, Christof Fetzer, Flavio Paiva Junqueira, Marco Serafini
Towards transparent hardening of distributed systems. HotDep (2013)
Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber
Piggybacking on Social Networks. Proc. VLDB Endow. 6 (6) (2013)
Flavio Paiva Junqueira, Marco Serafini
On Barriers and the Gap between Active and Passive Replication (Full Version). CoRR (2013)
Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber
Social piggybacking: leveraging common friends to generate event streams. SNS (2012)
Miguel Correia, Daniel Gómez Ferro, Flavio Paiva Junqueira, Marco Serafini
Practical Hardening of Crash-Tolerant Systems. USENIX Annual Technical Conference (2012)
Flavio Junqueira, Marco Serafini
Brief Announcement: Consensus and Efficient Passive Replication. DISC (2012)
Flavio Paiva Junqueira, Vincent Leroy, Marco Serafini, Adam Silberstein
Shepherding social feed generation with Sheep. SNS (2012)
Flavio Paiva Junqueira, Benjamin C. Reed, Marco Serafini
Zab: High-performance broadcast for primary-backup systems. DSN (2011)
Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri
Efficient model checking of fault-tolerant distributed protocols. DSN (2011)
Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri
Supporting domain-specific state space reductions through local partial-order reduction. ASE (2011)
Diogo Becker, Flavio Junqueira, Marco Serafini
Leader Election for Replicated Services Using Application Scores. Middleware (2011)
Marco Serafini, Péter Bokor, Neeraj Suri, Jonny Vinter, Astrit Ademaj, Wolfgang Brandstätter, Fulvio Tagliabo, Jens Koch
Application-Level Diagnostic and Membership Protocols for Generic Time-Triggered Systems. IEEE Trans. Dependable Secur. Comput. 8 (2) (2011)
Péter Bokor, Marco Serafini, Neeraj Suri
On Efficient Models for Model Checking Message-Passing Distributed Protocols. FMOODS/FORTE (2010)
Marco Serafini, Flavio Junqueira
Weak consistency as a last resort. LADIS (2010)
Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri
HP: Hybrid Paxos for WANs. EDCC (2010)
Marco Serafini, Péter Bokor, Dan Dobre, Matthias Majuntke, Neeraj Suri
Scrooge: Reducing the costs of fast Byzantine replication in presence of unresponsive replicas. DSN (2010)
Marco Serafini
Effiziente Fehlertoleranz für Web-Basierte Systeme. Ausgezeichnete Informatikdissertationen (2010)
Marco Serafini
Fault Characterization and Diagnosis in Distributed Systems. AlgoSyn (2010)
Marco Serafini, Dan Dobre, Matthias Majuntke, Péter Bokor, Neeraj Suri
Eventually linearizable shared objects. PODC (2010)
Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith
Brief Announcement: Efficient Model Checking of Fault-Tolerant Distributed Protocols Using Symmetry Reduction. DISC (2009)
Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri
Efficient Robust Storage Using Secret Tokens. SSS (2009)
Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith
Role-Based Symmetry Reduction of Fault-Tolerant Distributed Protocols with Language Support. ICFEM (2009)
Matthias Majuntke, Dan Dobre, Marco Serafini, Neeraj Suri
Abortable Fork-Linearizable Storage. OPODIS (2009)
Marco Serafini, Neeraj Suri
Reducing the costs of large-scale BFT replication. LADIS (2008)
Marco Serafini, Neeraj Suri, Jonny Vinter, Astrit Ademaj, Wolfgang Brandstätter, Fulvio Tagliabo, Jens Koch
A Tunable Add-On Diagnostic Protocol for Time-Triggered Systems. DSN (2007)
Péter Bokor, Marco Serafini, Áron Sisak, András Pataricza, Neeraj Suri
Sustaining Property Verification of Synchronous Dependable Protocols Over Implementation. HASE (2007)
Marco Serafini, Neeraj Suri
The Fail-Heterogeneous Architectural Model. SRDS (2007)
Marco Serafini, Andrea Bondavalli, Neeraj Suri
Online Diagnosis and Recovery: On the Choice and Impact of Tuning Parameters. IEEE Trans. Dependable Secur. Comput. 4 (4) (2007)
Maria Luisa Gorno-Tempini, Samanta Pradelli, Marco Serafini, Giuseppe Pagnoni, Patrizia Baraldi, Carlo A. Porro, Roberto Nicoletti, Carlo Umità, Paolo Nichelli
Explicit and Incidental Facial Expression Processing: An fMRI Study. NeuroImage 14 (2) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marco Serafini