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Books and Theses
- 2010
[b1]Marco Serafini:
Efficient and low-cost fault tolerance for web-scale systems. Darmstadt University of Technology, 2010, pp. 1-156
Journal Articles
- 2024
- [j13]Yifei Yang
, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker:
FlexpushdownDB: rethinking computation pushdown for cloud OLAP DBMSs. VLDB J. 33(5): 1643-1670 (2024) - 2021
- [j12]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): 2101-2113 (2021) - [j11]Marco Serafini:
Scalable Graph Neural Network Training: The Case for Sampling. ACM SIGOPS Oper. Syst. Rev. 55(1): 68-76 (2021) - 2020
- [j10]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): 1020-1034 (2020) - [j9]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): 2563-2575 (2020) - 2019
- [j8]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): 2170-2182 (2019) - 2016
- [j7]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): 445-456 (2016) - 2014
- [j6]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): 1035-1046 (2014) - [j5]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): 245-256 (2014) - 2013
- [j4]Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber:
Piggybacking on Social Networks. Proc. VLDB Endow. 6(6): 409-420 (2013) - 2011
- [j3]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): 177-193 (2011) - 2007
- [j2]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): 295-312 (2007) - 2001
- [j1]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): 465-473 (2001)
Conference and Workshop Papers
- 2024
- [c37]Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan:
GMorph: Accelerating Multi-DNN Inference via Model Fusion. EuroSys 2024: 505-523 - 2023
- [c36]Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini:
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. PACT 2023: 211-224 - 2021
- [c35]Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini:
Accelerating graph sampling for graph machine learning using GPUs. EuroSys 2021: 311-326 - 2020
- [c34]Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker:
PushdownDB: Accelerating a DBMS Using S3 Computation. ICDE 2020: 1802-1805 - 2019
- [c33]Habib Saissi, Marco Serafini, Neeraj Suri:
Gyro: A Modular Scale-Out Layer for Single-Server DBMSs. SRDS 2019: 71-82 - 2018
- [c32]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: 205-219 - 2017
- [c31]Marco Serafini, Gianmarco De Francisci Morales, Georgos Siganos:
QFrag: distributed graph search via subgraph isomorphism. SoCC 2017: 214-228 - [c30]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: 1647-1650 - 2016
- [c29]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: 589-600 - 2015
- [c28]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: 137-148 - [c27]Diogo Behrens, Marco Serafini, Flavio Paiva Junqueira, Sergei Arnautov, Christof Fetzer:
Scalable Error Isolation for Distributed Systems. NSDI 2015: 605-620 - [c26]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: 425-440 - 2013
- [c25]Diogo Behrens, Christof Fetzer, Flavio Paiva Junqueira, Marco Serafini:
Towards transparent hardening of distributed systems. HotDep 2013: 4:1-4:6 - [c24]Habib Saissi, Péter Bokor, Can Arda Muftuoglu, Neeraj Suri, Marco Serafini:
Efficient Verification of Distributed Protocols Using Stateful Model Checking. SRDS 2013: 133-142 - [c23]Flavio Paiva Junqueira, Marco Serafini:
On Barriers and the Gap between Active and Passive Replication. DISC 2013: 299-313 - 2012
- [c22]Flavio Paiva Junqueira, Vincent Leroy, Marco Serafini, Adam Silberstein:
Shepherding social feed generation with Sheep. SNS 2012: 7 - [c21]Aristides Gionis, Flavio Junqueira, Vincent Leroy, Marco Serafini, Ingmar Weber:
Social piggybacking: leveraging common friends to generate event streams. SNS 2012: 8 - [c20]Miguel Correia, Daniel Gómez Ferro, Flavio Paiva Junqueira, Marco Serafini:
Practical Hardening of Crash-Tolerant Systems. USENIX ATC 2012: 453-466 - [c19]Flavio Junqueira, Marco Serafini:
Brief Announcement: Consensus and Efficient Passive Replication. DISC 2012: 425-426 - 2011
- [c18]Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri:
Efficient model checking of fault-tolerant distributed protocols. DSN 2011: 73-84 - [c17]Flavio Paiva Junqueira, Benjamin C. Reed, Marco Serafini:
Zab: High-performance broadcast for primary-backup systems. DSN 2011: 245-256 - [c16]Péter Bokor, Johannes Kinder, Marco Serafini, Neeraj Suri:
Supporting domain-specific state space reductions through local partial-order reduction. ASE 2011: 113-122 - [c15]Diogo Becker, Flavio Junqueira, Marco Serafini:
Leader Election for Replicated Services Using Application Scores. Middleware 2011: 289-308 - 2010
- [c14]Marco Serafini:
Fault Characterization and Diagnosis in Distributed Systems. AlgoSyn 2010: 117 - [c13]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: 353-362 - [c12]Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri:
HP: Hybrid Paxos for WANs. EDCC 2010: 117-126 - [c11]Péter Bokor, Marco Serafini, Neeraj Suri:
On Efficient Models for Model Checking Message-Passing Distributed Protocols. FMOODS/FORTE 2010: 216-223 - [c10]Marco Serafini, Flavio Junqueira:
Weak consistency as a last resort. LADIS 2010: 49-54 - [c9]Marco Serafini, Dan Dobre, Matthias Majuntke, Péter Bokor, Neeraj Suri:
Eventually linearizable shared objects. PODC 2010: 95-104 - 2009
- [c8]Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith:
Role-Based Symmetry Reduction of Fault-Tolerant Distributed Protocols with Language Support. ICFEM 2009: 147-166 - [c7]Matthias Majuntke, Dan Dobre, Marco Serafini, Neeraj Suri:
Abortable Fork-Linearizable Storage. OPODIS 2009: 255-269 - [c6]Dan Dobre, Matthias Majuntke, Marco Serafini, Neeraj Suri:
Efficient Robust Storage Using Secret Tokens. SSS 2009: 269-283 - [c5]Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith:
Brief Announcement: Efficient Model Checking of Fault-Tolerant Distributed Protocols Using Symmetry Reduction. DISC 2009: 289-290 - 2008
- [c4]Marco Serafini, Neeraj Suri:
Reducing the costs of large-scale BFT replication. LADIS 2008: 14:1-14:5 - 2007
- [c3]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: 164-174 - [c2]Péter Bokor, Marco Serafini, Áron Sisak, András Pataricza, Neeraj Suri:
Sustaining Property Verification of Synchronous Dependable Protocols Over Implementation. HASE 2007: 169-178 - [c1]Marco Serafini, Neeraj Suri:
The Fail-Heterogeneous Architectural Model. SRDS 2007: 103-113
Parts in Books or Collections
- 2010
- [p1]Marco Serafini:
Effiziente Fehlertoleranz für Web-Basierte Systeme. Ausgezeichnete Informatikdissertationen 2010: 331-340
Editorship
- 2022
- [e2]Marco Serafini, Harry Xu:
APSys '22: 13th ACM SIGOPS Asia-Pacific Workshop on Systems, Virtual Event, Singapore, August 23 - 24, 2022. ACM 2022, ISBN 978-1-4503-9441-3 [contents] - 2015
- [e1]Carlos Baquero, Marco Serafini:
Proceedings of the First Workshop on Principles and Practice of Consistency for Distributed Data, PaPoC@EuroSys 2015, Bordeaux, France, April 21, 2015. ACM 2015, ISBN 978-1-4503-3537-9 [contents]
Informal and Other Publications
- 2024
- [i17]Juelin Liu, Sandeep Polisetty, Hui Guan, Marco Serafini:
GraphMini: Accelerating Graph Pattern Matching Using Auxiliary Graphs. CoRR abs/2403.01050 (2024) - [i16]Saurabh Bajaj, Hui Guan, Marco Serafini:
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch. CoRR abs/2406.00552 (2024) - 2023
- [i15]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 abs/2303.13775 (2023) - [i14]Yifei Yang, Xiangyao Yu, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker:
Enhancing Computation Pushdown for Cloud OLAP Databases. CoRR abs/2312.15405 (2023) - 2022
- [i13]Nathan Ng, Hung Le, Marco Serafini:
Tuning the Tail Latency of Distributed Queries Using Replication. CoRR abs/2212.10387 (2022) - 2021
- [i12]Marco Serafini, Hui Guan:
Scalable Graph Neural Network Training: The Case for Sampling. CoRR abs/2105.02315 (2021) - 2020
- [i11]Xiangyao Yu, Matt Youill, Matthew E. Woicik, Abdurrahman Ghanem, Marco Serafini, Ashraf Aboulnaga, Michael Stonebraker:
PushdownDB: Accelerating a DBMS using S3 Computation. CoRR abs/2002.05837 (2020) - [i10]Sérgio Esteves, Gianmarco De Francisci Morales, Rodrigo Rodrigues, Marco Serafini, Luís Veiga:
Aion: Better Late than Never in Event-Time Streams. CoRR abs/2003.03604 (2020) - [i9]Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini:
NextDoor: GPU-Based Graph Sampling for Graph Machine Learning. CoRR abs/2009.06693 (2020) - 2019
- [i8]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 abs/1910.05773 (2019) - 2018
- [i7]Habib Saissi, Marco Serafini, Neeraj Suri:
Scaling Out Acid Applications with Operation Partitioning. CoRR abs/1804.01942 (2018) - 2017
- [i6]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 abs/1705.09073 (2017) - 2015
- [i5]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 abs/1504.00788 (2015) - [i4]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 abs/1510.04233 (2015) - [i3]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 abs/1510.05714 (2015) - [i2]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 abs/1510.07623 (2015) - 2013
- [i1]Flavio Paiva Junqueira, Marco Serafini:
On Barriers and the Gap between Active and Passive Replication (Full Version). CoRR abs/1308.2979 (2013)
Coauthor Index
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