Marco Serafini

According to our database, Marco Serafini authored at least 62 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Enhancing Computation Pushdown for Cloud OLAP Databases.

Yifei Yang, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker

CoRR, 2023

GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism.

Sandeep Polisetty, Juelin Liu, Kobi Falus, Yi Ren Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini

CoRR, 2023

GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs.

Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini

Proceedings of the 32nd International Conference on Parallel Architectures and Compilation Techniques, 2023

2022

Tuning the Tail Latency of Distributed Queries Using Replication.

Nathan Ng, Hung Le, Marco Serafini

CoRR, 2022

2021

Scalable Graph Neural Network Training: The Case for Sampling.

Marco Serafini

ACM SIGOPS Oper. Syst. Rev., 2021

FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS.

Yifei Yang, Matt Youill, Matthew E. Woicik, Yizhou Liu, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker

Proc. VLDB Endow., 2021

Scalable Graph Neural Network Training: The Case for Sampling.

Marco Serafini, Hui Guan

CoRR, 2021

Accelerating graph sampling for graph machine learning using GPUs.

Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

2020

LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans.

Xiaowei Zhu, Marco Serafini, Xiaosong Ma, Ashraf Aboulnaga, Wenguang Chen, Guanyu Feng

Proc. VLDB Endow., 2020

Do the Best Cloud Configurations Grow on Trees? An Experimental Evaluation of Black Box Algorithms for Optimizing Cloud Workloads Sub.

Muhammad Bilal, Marco Serafini, Marco Canini, Rodrigo Rodrigues

Proc. VLDB Endow., 2020

NextDoor: GPU-Based Graph Sampling for Graph Machine Learning.

Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini

CoRR, 2020

Aion: Better Late than Never in Event-Time Streams.

Sérgio Esteves, Gianmarco De Francisci Morales, Rodrigo Rodrigues, Marco Serafini, Luís Veiga

CoRR, 2020

PushdownDB: Accelerating a DBMS Using S3 Computation.

Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Choosing A Cloud DBMS: Architectures and Tradeoffs.

Junjay Tan, Thanaa M. Ghanem, Matthew Perron, Xiangyao Yu, Michael Stonebraker, David J. DeWitt, Marco Serafini, Ashraf Aboulnaga, Tim Kraska

Proc. VLDB Endow., 2019

LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans.

Xiaowei Zhu, Guanyu Feng, Marco Serafini, Xiaosong Ma, Jiping Yu, Lei Xie, Ashraf Aboulnaga, Wenguang Chen

CoRR, 2019

Gyro: A Modular Scale-Out Layer for Single-Server DBMSs.

Habib Saissi, Marco Serafini, Neeraj Suri

Proceedings of the 38th Symposium on Reliable Distributed Systems, 2019

2018

Scaling Out Acid Applications with Operation Partitioning.

Habib Saissi, Marco Serafini, Neeraj Suri

CoRR, 2018

P-Store: An Elastic Database System with Predictive Provisioning.

Rebecca Taft, Nosayba El-Sayed, Marco Serafini, Yu Lu, Ashraf Aboulnaga, Michael Stonebraker, Ricardo Mayerhofer, Francisco Jose Andrade

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

Load Balancing for Skewed Streams on Heterogeneous Cluster.

Muhammad Anis Uddin Nasir, Hiroshi Horii, Marco Serafini, Nicolas Kourtellis, Rudy Raymond, Sarunas Girdzijauskas, Takayuki Osogami

CoRR, 2017

Graph Data Mining with Arabesque.

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

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

QFrag: distributed graph search via subgraph isomorphism.

Marco Serafini, Gianmarco De Francisci Morales, Georgos Siganos

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

Clay: Fine-Grained Adaptive Partitioning for General Database Schemas.

Marco Serafini, Rebecca Taft, Aaron J. Elmore, Andrew Pavlo, Ashraf Aboulnaga, Michael Stonebraker

Proc. VLDB Endow., 2016

When two choices are not enough: Balancing at scale in Distributed Stream Processing.

Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, Nicolas Kourtellis, Marco Serafini

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Arabesque: A System for Distributed Graph Mining - Extended version.

Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga

CoRR, 2015

Partial Key Grouping: Load-Balanced Partitioning of Distributed Streams.

Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini

CoRR, 2015

Arabesque: a system for distributed graph mining.

Carlos H. C. Teixeira, Alexandre J. Fonseca, Marco Serafini, Georgos Siganos, Mohammed J. Zaki, Ashraf Aboulnaga

Proceedings of the 25th Symposium on Operating Systems Principles, 2015

Scalable Error Isolation for Distributed Systems.

Diogo Behrens, Marco Serafini, Flavio Paiva Junqueira, Sergei Arnautov, Christof Fetzer

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

The power of both choices: Practical load balancing for distributed stream processing engines.

Muhammad Anis Uddin Nasir, Gianmarco De Francisci Morales, David García-Soriano, Nicolas Kourtellis, Marco Serafini

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing.

Rebecca Taft, Essam Mansour, Marco Serafini, Jennie Duggan, Aaron J. Elmore, Ashraf Aboulnaga, Andrew Pavlo, Michael Stonebraker

Proc. VLDB Endow., 2014

Accordion: Elastic Scalability for Database Systems Supporting Distributed Transactions.

Marco Serafini, Essam Mansour, Ashraf Aboulnaga, Kenneth Salem, Taha Rafiq, Umar Farooq Minhas

Proc. VLDB Endow., 2014

2013

Piggybacking on Social Networks.

Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber

Proc. VLDB Endow., 2013

On Barriers and the Gap between Active and Passive Replication (Full Version).

Flavio Paiva Junqueira, Marco Serafini

CoRR, 2013

On Barriers and the Gap between Active and Passive Replication.

Flavio Paiva Junqueira, Marco Serafini

Proceedings of the Distributed Computing - 27th International Symposium, 2013

Efficient Verification of Distributed Protocols Using Stateful Model Checking.

Habib Saissi, Péter Bokor, Can Arda Muftuoglu, Neeraj Suri, Marco Serafini

Proceedings of the IEEE 32nd Symposium on Reliable Distributed Systems, 2013

Towards transparent hardening of distributed systems.

Diogo Behrens, Christof Fetzer, Flavio Paiva Junqueira, Marco Serafini

Proceedings of the 9th Workshop on Hot Topics in Dependable Systems, 2013

2012

Brief Announcement: Consensus and Efficient Passive Replication.

Flavio Junqueira, Marco Serafini

Proceedings of the Distributed Computing - 26th International Symposium, 2012

Practical Hardening of Crash-Tolerant Systems.

Miguel Correia, Daniel Gómez Ferro, Flavio Paiva Junqueira, Marco Serafini

Proceedings of the 2012 USENIX Annual Technical Conference, 2012

Shepherding social feed generation with Sheep.

Flavio Paiva Junqueira, Vincent Leroy, Marco Serafini, Adam Silberstein

Proceedings of the Fifth Workshop on Social Network Systems, 2012

Social piggybacking: leveraging common friends to generate event streams.

Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber

Proceedings of the Fifth Workshop on Social Network Systems, 2012

2011

Application-Level Diagnostic and Membership Protocols for Generic Time-Triggered Systems.

Marco Serafini, Péter Bokor, Neeraj Suri, Jonny Vinter, Astrit Ademaj, Wolfgang Brandstätter, Fulvio Tagliabo, Jens Koch

IEEE Trans. Dependable Secur. Comput., 2011

Leader Election for Replicated Services Using Application Scores.

Diogo Becker, Flavio Junqueira, Marco Serafini

Proceedings of the Middleware 2011, 2011

Supporting domain-specific state space reductions through local partial-order reduction.

Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri

Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

Zab: High-performance broadcast for primary-backup systems.

Flavio Paiva Junqueira, Benjamin C. Reed, Marco Serafini

Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011

Efficient model checking of fault-tolerant distributed protocols.

Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri

Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011

2010

Efficient and low-cost fault tolerance for web-scale systems.

Marco Serafini

PhD thesis, 2010

Eventually linearizable shared objects.

Marco Serafini, Dan Dobre, Matthias Majuntke, Péter Bokor, Neeraj Suri

Proceedings of the 29th Annual ACM Symposium on Principles of Distributed Computing, 2010

Weak consistency as a last resort.

Marco Serafini, Flavio Junqueira

Proceedings of the 4th International Workshop on Large Scale Distributed Systems and Middleware, 2010

Effiziente Fehlertoleranz für Web-Basierte Systeme.

Marco Serafini

Proceedings of the Ausgezeichnete Informatikdissertationen 2010, 2010

On Efficient Models for Model Checking Message-Passing Distributed Protocols.

Péter Bokor, Marco Serafini, Neeraj Suri

Proceedings of the Formal Techniques for Distributed Systems, 2010

HP: Hybrid Paxos for WANs.

Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri

Proceedings of the Eighth European Dependable Computing Conference, 2010

Scrooge: Reducing the costs of fast Byzantine replication in presence of unresponsive replicas.

Marco Serafini, Péter Bokor, Dan Dobre, Matthias Majuntke, Neeraj Suri

Proceedings of the 2010 IEEE/IFIP International Conference on Dependable Systems and Networks, 2010

Fault Characterization and Diagnosis in Distributed Systems.

Marco Serafini

Proceedings of the Joint Workshop of the German Research Training Groups in Computer Science, 2010

2009

Brief Announcement: Efficient Model Checking of Fault-Tolerant Distributed Protocols Using Symmetry Reduction.

Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith

Proceedings of the Distributed Computing, 23rd International Symposium, 2009

Efficient Robust Storage Using Secret Tokens.

Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri

Proceedings of the Stabilization, 2009

Abortable Fork-Linearizable Storage.

Matthias Majuntke, Dan Dobre, Marco Serafini, Neeraj Suri

Proceedings of the Principles of Distributed Systems, 13th International Conference, 2009

Role-Based Symmetry Reduction of Fault-Tolerant Distributed Protocols with Language Support.

Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith

Proceedings of the Formal Methods and Software Engineering, 2009

2008

Reducing the costs of large-scale BFT replication.

Marco Serafini, Neeraj Suri

Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware, 2008

2007

Online Diagnosis and Recovery: On the Choice and Impact of Tuning Parameters.

Marco Serafini, Andrea Bondavalli, Neeraj Suri

IEEE Trans. Dependable Secur. Comput., 2007

The Fail-Heterogeneous Architectural Model.

Marco Serafini, Neeraj Suri

Proceedings of the 26th IEEE Symposium on Reliable Distributed Systems (SRDS 2007), 2007

Sustaining Property Verification of Synchronous Dependable Protocols Over Implementation.

Péter Bokor, Marco Serafini, Áron Sisak, András Pataricza, Neeraj Suri

Proceedings of the Tenth IEEE International Symposium on High Assurance Systems Engineering (HASE 2007), 2007

A Tunable Add-On Diagnostic Protocol for Time-Triggered Systems.

Marco Serafini, Neeraj Suri, Jonny Vinter, Astrit Ademaj, Wolfgang Brandstätter, Fulvio Tagliabo, Jens Koch

Proceedings of the 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2007

2001

Explicit and Incidental Facial Expression Processing: An fMRI Study.

Maria Luisa Gorno-Tempini, Samanta Pradelli, Marco Serafini, Giuseppe Pagnoni, Patrizia Baraldi, Carlo A. Porro, Roberto Nicoletti, Carlo Umità, Paolo Nichelli

NeuroImage, 2001