Gustavo Alonso

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 132

Top Venues

Publications

Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
A systematic evaluation of machine learning on serverless infrastructure. VLDB J. 33 (2) (2024)
Maciej Besta, Robert Gerstenberger, Emanuel Peter, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries. ACM Comput. Surv. 56 (2) (2024)
Alberto Lerner, Gustavo Alonso
CXL and the Return of Scale-Up Database Engines. CoRR (2024)
Richard Braun, Abishek Ramdas, Michal Friedman, Gustavo Alonso
PLayer: Expanding Coherence Protocol Stack with a Persistence Layer. DIMES@SOSP (2023)
Fabio Maschi, Gustavo Alonso
The Difficult Balance Between Modern Hardware and Conventional CPUs. DaMoN (2023)
Gustavo Alonso, Ana Klimovic, Tom Kuchler, Michael Wawrzoniak
Rethinking Serverless Computing: from the Programming Model to the Platform Design. VLDB Workshops (2023)
Wenqi Jiang, Dario Korolija, Gustavo Alonso
Data Processing with FPGAs on Modern Architectures. SIGMOD Conference Companion (2023)
Dimitrios Koutsoukos, Raghav Bhartia, Michal Friedman, Ana Klimovic, Gustavo Alonso
NVM: Is it Not Very Meaningful for Databases? Proc. VLDB Endow. 16 (10) (2023)
Wenqi Jiang, Martin Parvanov, Gustavo Alonso
SwiftSpatial: Spatial Joins on Modern Hardware. CoRR (2023)
Monica Chiosa, Thomas B. Preußer, Michaela Blott, Gustavo Alonso
AMNES: Accelerating the computation of data correlation using FPGAs. Proc. VLDB Endow. 16 (13) (2023)
Gustavo Alonso, Natassa Ailamaki, Sailesh Krishnamurthy, Sam Madden, Swami Sivasubramanian, Raghu Ramakrishnan
Future of Database System Architectures. SIGMOD Conference Companion (2023)
Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models. CoRR (2023)
Zhenhao He, Dario Korolija, Yu Zhu, Benjamin Ramhorst, Tristan Laan, Lucian Petrica, Michaela Blott, Gustavo Alonso
ACCL+: an FPGA-Based Collective Engine for Distributed Applications. CoRR (2023)
Fabio Maschi, Dario Korolija, Gustavo Alonso
Serverless FPGA: Work-In-Progress. SESAME@EuroSys (2023)
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso
Co-design Hardware and Algorithm for Vector Search. SC (2023)
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso
Co-design Hardware and Algorithm for Vector Search. CoRR (2023)
Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso
Ephemeral Per-query Engines for Serverless Analytics. VLDB Workshops (2023)
Wenqi Jiang, Dario Korolija, Gustavo Alonso
Data Processing with FPGAs on Modern Architectures. CoRR (2023)
Bowen Wu, Dimitrios Koutsoukos, Gustavo Alonso
Efficiently Processing Large Relational Joins on GPUs. CoRR (2023)
Hongjing Huang, Zeke Wang, Jie Zhang, Zhenhao He, Chao Wu, Jun Xiao, Gustavo Alonso
Shuhai: A Tool for Benchmarking High Bandwidth Memory on FPGAs. IEEE Trans. Computers 71 (5) (2022)
Gustavo Alonso
Technical perspective: DFI: The Data Flow Interface for High-Speed Networks. SIGMOD Rec. 51 (1) (2022)
Gustavo Alonso
RAW 2022 Keynote Speaker 1: Using FPGAs in datacenters and the cloud. IPDPS Workshops (2022)
Simon Kassing, Ingo Müller, Gustavo Alonso
Resource Allocation in Serverless Query Processing. CoRR (2022)
Runbin Shi, Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso
Exploiting HBM on FPGAs for Data Processing. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Michal Wawrzoniak, Ingo Müller, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso
Short-lived Datacenter. CoRR (2022)
Dario Korolija, Dimitrios Koutsoukos, Kimberly Keeton, Konstantin Taranov, Dejan S. Milojicic, Gustavo Alonso
Farview: Disaggregated Memory with Operator Off-loading for Database Engines. CIDR (2022)
Gustavo Alonso
RAW 2022 Keynote Speaker 1: Using FPGAs in datacenters and the cloud. IPDPS Workshops (2022)
Abishek Ramdas, Michael Giardino, Runbin Shi, Adam Turowski, David Cock, Gustavo Alonso, Timothy Roscoe
ECI: a Customizable Cache Coherency Stack for Hybrid FPGA-CPU Architectures. CoRR (2022)
Monica Chiosa, Fabio Maschi, Ingo Müller, Gustavo Alonso, Norman May
Hardware Acceleration of Compression and Encryption in SAP HANA. Proc. VLDB Endow. 15 (12) (2022)
David Cock, Abishek Ramdas, Daniel Schwyn, Michael Giardino, Adam Turowski, Zhenhao He, Nora Hossle, Dario Korolija, Melissa Licciardello, Kristina Martsenko, Reto Achermann, Gustavo Alonso, Timothy Roscoe
Enzian: an open, general, CPU/FPGA platform for systems software research. ASPLOS (2022)
Zeke Wang, Hongjing Huang, Jie Zhang, Fei Wu, Gustavo Alonso
FpgaNIC: An FPGA-based Versatile 100Gb SmartNIC for GPUs. USENIX Annual Technical Conference (2022)
Dario Korolija, Dimitrios Koutsoukos, Kimberly Keeton, Konstantin Taranov, Dejan S. Milojicic, Gustavo Alonso
Farview: Disaggregated Memory with Operator Off-loading for Database Engines. CoRR (2021)
Dan Graur, Rodrigo Bruno, Gustavo Alonso
Specializing generic Java data structures. MPLR (2021)
Michal Wawrzoniak, Ingo Müller, Gustavo Alonso, Rodrigo Bruno
Boxer: Data Analytics on Network-enabled Serverless Platforms. CIDR (2021)
Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang
Towards Demystifying Serverless Machine Learning Training. CoRR (2021)
Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín, Ana Klimovic, Gustavo Alonso
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms. Proc. VLDB Endow. 14 (13) (2021)
Dan Graur, Ingo Müller, Ghislain Fourny, Gordon T. Watts, Mason Proffitt, Gustavo Alonso
Evaluating Query Languages and Systems for High-Energy Physics Data. CoRR (2021)
Gustavo Alonso
Hardware Specialization for Distributed Computing. HPDC (2021)
Zhenhao He, Daniele Parravicini, Lucian Petrica, Kenneth O'Brien, Gustavo Alonso, Michaela Blott
ACCL: FPGA-Accelerated Collectives over 100 Gbps TCP-IP. H2RC@SC (2021)
Rodrigo Bruno, Vojin Jovanovic, Christian Wimmer, Gustavo Alonso
Compiler-assisted object inlining with value fields. PLDI (2021)
Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso
Distributed Recommendation Inference on FPGA Clusters. FPL (2021)
Dan Graur, Rodrigo Bruno, Joschka Bischoff, Marcel Rieser, Wolfgang Scherr, Torsten Hoefler, Gustavo Alonso
Hermes: Enabling efficient large-scale simulation in MATSim. ANT/EDI40 (2021)
Ghislain Fourny, David Dao, Can Berker Cikis, Ce Zhang, Gustavo Alonso
RumbleML: program the lakehouse with JSONiq. CoRR (2021)
Fabio Maschi, Gustavo Alonso, Anthony Hock-Koon, Nicolas Bondoux, Teddy Roy, Mourad Boudia, Matteo Casalino
From Research to Proof-of-Concept: Analysis of a Deployment of FPGAs on a Commercial Search Engine. CoRR (2021)
Dan Graur, Ingo Müller, Mason Proffitt, Ghislain Fourny, Gordon T. Watts, Gustavo Alonso
Evaluating Query Languages and Systems for High-Energy Physics Data. Proc. VLDB Endow. 15 (2) (2021)
Dimitrios Koutsoukos, Raghav Bhartia, Ana Klimovic, Gustavo Alonso
How to use Persistent Memory in your Database. CoRR (2021)
Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions. MLSys (2021)
Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters. KDD (2021)
Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang
Towards Demystifying Serverless Machine Learning Training. SIGMOD Conference (2021)
Zhenhao He, Dario Korolija, Gustavo Alonso
EasyNet: 100 Gbps Network for HLS. FPL (2021)
Konstantin Taranov, Rodrigo Bruno, Gustavo Alonso, Torsten Hoefler
Naos: Serialization-free RDMA networking in Java. USENIX Annual Technical Conference (2021)
Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi
Tensors: An abstraction for general data processing. Proc. VLDB Endow. 14 (10) (2021)
Monica Chiosa, Thomas Preußer, Gustavo Alonso
SKT: A One-Pass Multi-Sketch Data Analytics Accelerator. Proc. VLDB Endow. 14 (11) (2021)
Gustavo Alonso, Timothy Roscoe, David Cock, Mohsen Ewaida, Kaan Kara, Dario Korolija, David Sidler, Zeke Wang
Tackling Hardware/Software co-design from a database perspective. CIDR (2020)
Vojislav Dukic, Rodrigo Bruno, Ankit Singla, Gustavo Alonso
Photons: lambdas on a diet. SoCC (2020)
Alvarado Moreno, Jose David, Delgadillo Romero, Kevin Andrey, Galvis Reyna, David Enrique, Poblador Parra, Gustavo Alonso, Rodríguez Cortés, César Alejandro
Diseño de un controlador de ángulo en un balancín. CoRR (2020)
Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso
HyperLogLog Sketch Acceleration on FPGA. FPL (2020)
Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso
High Bandwidth Memory on FPGAs: A Data Analytics Perspective. FPL (2020)
Dario Korolija, Timothy Roscoe, Gustavo Alonso
Do OS abstractions make sense on FPGAs? OSDI (2020)
Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín, Gustavo Alonso
Modularis: Modular Data Analytics for Hardware, Software, and Platform Heterogeneity. CoRR (2020)
Ingo Müller, Renato Marroquín, Gustavo Alonso
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure. SIGMOD Conference (2020)
Zeke Wang, Hongjing Huang, Jie Zhang, Gustavo Alonso
Shuhai: Benchmarking High Bandwidth Memory On FPGAS. FCCM (2020)
Zhenhao He, Zeke Wang, Gustavo Alonso
BiS-KM: Enabling Any-Precision K-Means on FPGAs. FPGA (2020)
Thomas B. Preußer, Monica Chiosa, Alexander Weiss, Gustavo Alonso
Using DSP Slices as Content-Addressable Update Queues. FPL (2020)
Kaan Kara, Gustavo Alonso
PipeArch: Generic and Context-Switch Capable Data Processing on FPGAs. ACM Trans. Reconfigurable Technol. Syst. 14 (1) (2020)
Ingo Müller, Renato Marroquín, Dimitrios Koutsoukos, Mike Wawrzoniak, Gustavo Alonso, Sabir Akhadov
The Collection Virtual Machine: An Abstraction for Multi-Frontend Multi-Backend Data Analysis. CoRR (2020)
Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso
HyperLogLog Sketch Acceleration on FPGA. CoRR (2020)
Ingo Müller, Renato Marroquín, Dimitrios Koutsoukos, Mike Wawrzoniak, Sabir Akhadov, Gustavo Alonso
The collection Virtual Machine: an abstraction for multi-frontend multi-backend data analysis. DaMoN (2020)
Thomas B. Preußer, Monica Chiosa, Alexander Weiss, Gustavo Alonso
Using DSP Slices as Content-Addressable Update Queues. CoRR (2020)
Fabio Maschi, Muhsen Owaida, Gustavo Alonso, Matteo Casalino, Anthony Hock-Koon
Making Search Engines Faster by Lowering the Cost of Querying Business Rules Through FPGAs. SIGMOD Conference (2020)
David Sidler, Zeke Wang, Monica Chiosa, Amit Kulkarni, Gustavo Alonso
StRoM: smart remote memory. EuroSys (2020)
Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso
MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions. CoRR (2020)
Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso
High Bandwidth Memory on FPGAs: A Data Analytics Perspective. CoRR (2020)
Catalina Álvarez, Zhenhao He, Gustavo Alonso, Ankit Singla
Specializing the network for scatter-gather workloads. SoCC (2020)
Zeke Wang, Hongjing Huang, Jie Zhang, Gustavo Alonso
Benchmarking High Bandwidth Memory on FPGAs. CoRR (2020)
Ingo Müller, Ghislain Fourny, Stefan Irimescu, Can Berker Cikis, Gustavo Alonso
Rumble: Data Independence for Large Messy Data Sets. Proc. VLDB Endow. 14 (4) (2020)
Ingo Müller, Renato Marroquín, Gustavo Alonso
Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure. CoRR (2019)
Claude Barthels, Ingo Müller, Konstantin Taranov, Gustavo Alonso, Torsten Hoefler
Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores. Proc. VLDB Endow. 12 (13) (2019)
Gustavo Alonso
How Hardware Evolution is Driving Software Systems. DEBS (2019)
Maciej Besta, Emanuel Peter, Robert Gerstenberger, Marc Fischer, Michal Podstawski, Claude Barthels, Gustavo Alonso, Torsten Hoefler
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries. CoRR (2019)
Gustavo Alonso, Zsolt István, Kaan Kara, Muhsen Owaida, David Sidler
doppioDB 1.0: Machine Learning inside a Relational Engine. IEEE Data Eng. Bull. 42 (2) (2019)
Muhsen Owaida, Gustavo Alonso, Laura Fogliarini, Anthony Hock-Koon, Pierre-Etienne Melet
Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration. Proc. VLDB Endow. 13 (1) (2019)
Stefan Irimescu, Can Berker Cikis, Ghislain Fourny, Gustavo Alonso
Rumble: data independence when data is in a mess. CoRR (2019)
Muhsen Owaida, Amit Kulkarni, Gustavo Alonso
Distributed Inference over Decision Tree Ensembles on Clusters of FPGAs. ACM Trans. Reconfigurable Technol. Syst. 12 (4) (2019)
Kaan Kara, Zeke Wang, Ce Zhang, Gustavo Alonso
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases. Proc. VLDB Endow. 12 (12) (2019)
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning. Proc. VLDB Endow. 12 (7) (2019)
Mario Ruiz, David Sidler, Gustavo Sutter, Gustavo Alonso, Sergio López-Buedo
Limago: An FPGA-Based Open-Source 100 GbE TCP/IP Stack. FPL (2019)
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan R. Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
SysML: The New Frontier of Machine Learning Systems. CoRR (2019)
Gustavo Alonso, Carsten Binnig, Ippokratis Pandis, Kenneth Salem, Jan Skrzypczak, Ryan Stutsman, Lasse Thostrup, Tianzheng Wang, Zeke Wang, Tobias Ziegler
DPI: The Data Processing Interface for Modern Networks. CIDR (2019)
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report). CoRR (2019)
Konstantin Taranov, Gustavo Alonso, Torsten Hoefler
Fast and strongly-consistent per-item resilience in key-value stores. EuroSys (2018)
Ingo Müller, Andrea Arteaga, Torsten Hoefler, Gustavo Alonso
Reproducible Floating-Point Aggregation in RDBMSs. CoRR (2018)
Gustavo Alonso
FPGAs in Data Centers. ACM Queue 16 (2) (2018)
Muhsen Owaida, Gustavo Alonso
Application Partitioning on FPGA Clusters: Inference over Decision Tree Ensembles. FPL (2018)
Zsolt István, Gustavo Alonso, Ankit Singla
Providing Multi-tenant Services with FPGAs: Case Study on a Key-Value Store. FPL (2018)
Kaan Kara, Ken Eguro, Ce Zhang, Gustavo Alonso
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation. Proc. VLDB Endow. 12 (4) (2018)
Darko Makreshanski, Georgios Giannikis, Gustavo Alonso, Donald Kossmann
Many-query join: efficient shared execution of relational joins on modern hardware. VLDB J. 27 (5) (2018)
Zsolt István, David Sidler, Gustavo Alonso
Active Pages 20 Years Later: Active Storage for the Cloud. IEEE Internet Comput. 22 (4) (2018)
Renato Marroquín, Ingo Müller, Darko Makreshanski, Gustavo Alonso
Pay One, Get Hundreds for Free: Reducing Cloud Costs through Shared Query Execution. CoRR (2018)
Zhenhao He, David Sidler, Zsolt István, Gustavo Alonso
A Flexible K-Means Operator for Hybrid Databases. FPL (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gustavo Alonso