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ORCIDGustavo Alonso
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- affiliation: ETH Zürich, Switzerland
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2020 – today
- 2024
[j92]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): 31:1-31:40 (2024)- [j91]Alberto Lerner, Gustavo Alonso:
CXL and the Return of Scale-Up Database Engines. Proc. VLDB Endow. 17(10): 2568-2575 (2024) - [j90]Fabio Maschi, Gustavo Alonso:
Strega: An HTTP Server for FPGAs. ACM Trans. Reconfigurable Technol. Syst. 17(1): 3:1-3:27 (2024) - [j89]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): 425-449 (2024) - [c208]Shashank Anand, Michal Friedman, Michael Giardino, Gustavo Alonso:
Skip It: Take Control of Your Cache! ASPLOS (2) 2024: 1077-1094 - [c207]Michal Wawrzoniak, Gianluca Moro, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Off-the-shelf Data Analytics on Serverless. CIDR 2024 - [c206]Eric Enzler, Olivier Goerens, Gustavo Alonso, Anja Gruenheid:
Performance Truthfulness of Differential Privacy for DB Testing. DBTest@SIGMOD 2024: 30-35 - [c205]Yongjun He, Yao Lu, Gustavo Alonso:
Deferred Continuous Batching in Resource-Efficient Large Language Model Serving. EuroMLSys@EuroSys 2024: 98-106 - [c204]Dan Graur, Remo Röthlisberger, Adrian Jenny, Ghislain Fourny, Filip Drozdowski, Choden Konigsmark, Ingo Müller, Gustavo Alonso:
Addressing the Nested Data Processing Gap: JSONiq Queries on Snowflake Through Snowpark. ICDE 2024: 5252-5265 - [c203]Alberto Lerner, Gustavo Alonso:
Data Flow Architectures for Data Processing on Modern Hardware. ICDE 2024: 5511-5522 - [c202]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. OSDI 2024: 211-231 - [i41]Alberto Lerner, Gustavo Alonso:
CXL and the Return of Scale-Up Database Engines. CoRR abs/2401.01150 (2024) - [i40]Lijie Xu, Chulin Xie, Yiran Guo, Gustavo Alonso, Bo Li, Guoliang Li, Wei Wang, Wentao Wu, Ce Zhang:
TablePuppet: A Generic Framework for Relational Federated Learning. CoRR abs/2403.15839 (2024) - [i39]Wenqi Jiang, Hang Hu, Torsten Hoefler, Gustavo Alonso:
Accelerating Graph-based Vector Search via Delayed-Synchronization Traversal. CoRR abs/2406.12385 (2024) - [i38]Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Boxer: FaaSt Ephemeral Elasticity for Off-the-Shelf Cloud Applications. CoRR abs/2407.00832 (2024) - [i37]Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Imaginary Machines: A Serverless Model for Cloud Applications. CoRR abs/2407.00839 (2024) - 2023
- [j88]Dimitrios Koutsoukos, Raghav Bhartia, Michal Friedman, Ana Klimovic, Gustavo Alonso:
NVM: Is it Not Very Meaningful for Databases? Proc. VLDB Endow. 16(10): 2444-2457 (2023) - [j87]Monica Chiosa, Thomas B. Preußer, Michaela Blott, Gustavo Alonso:
AMNES: Accelerating the computation of data correlation using FPGAs. Proc. VLDB Endow. 16(13): 4174-4187 (2023) - [c201]Gustavo Alonso:
Data Science in the Era of Heterogeneity. ACM Europe Summer School 2023: 2023:1 - [c200]Fabio Maschi, Gustavo Alonso:
The Difficult Balance Between Modern Hardware and Conventional CPUs. DaMoN 2023: 53-62 - [c199]Richard Braun, Abishek Ramdas, Michal Friedman, Gustavo Alonso:
PLayer: Expanding Coherence Protocol Stack with a Persistence Layer. DIMES@SOSP 2023: 8-15 - [c198]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: 87:1-87:15 - [c197]Fabio Maschi, Dario Korolija, Gustavo Alonso:
Serverless FPGA: Work-In-Progress. SESAME@EuroSys 2023: 1-4 - [c196]Wenqi Jiang, Dario Korolija, Gustavo Alonso:
Data Processing with FPGAs on Modern Architectures. SIGMOD Conference Companion 2023: 77-82 - [c195]Gustavo Alonso, Natassa Ailamaki, Sailesh Krishnamurthy, Sam Madden, Swami Sivasubramanian, Raghu Ramakrishnan:
Future of Database System Architectures. SIGMOD Conference Companion 2023: 261-262 - [c194]Gustavo Alonso, Ana Klimovic, Tom Kuchler, Michael Wawrzoniak:
Rethinking Serverless Computing: from the Programming Model to the Platform Design. VLDB Workshops 2023 - [c193]Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Ephemeral Per-query Engines for Serverless Analytics. VLDB Workshops 2023 - [i36]Wenqi Jiang, Dario Korolija, Gustavo Alonso:
Data Processing with FPGAs on Modern Architectures. CoRR abs/2304.03044 (2023) - [i35]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 abs/2306.11182 (2023) - [i34]Wenqi Jiang, Martin Parvanov, Gustavo Alonso:
SwiftSpatial: Spatial Joins on Modern Hardware. CoRR abs/2309.16520 (2023) - [i33]Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso:
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models. CoRR abs/2310.09949 (2023) - [i32]Bowen Wu, Dimitrios Koutsoukos, Gustavo Alonso:
Efficiently Processing Large Relational Joins on GPUs. CoRR abs/2312.00720 (2023) - [i31]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 abs/2312.11742 (2023) - 2022
- [j86]Monica Chiosa, Fabio Maschi, Ingo Müller, Gustavo Alonso, Norman May:
Hardware Acceleration of Compression and Encryption in SAP HANA. Proc. VLDB Endow. 15(12): 3277-3291 (2022) - [j85]Gustavo Alonso:
Technical perspective: DFI: The Data Flow Interface for High-Speed Networks. SIGMOD Rec. 51(1): 14 (2022) - [j84]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): 1133-1144 (2022) - [j83]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): 36:1-36:27 (2022) - [c192]David A. 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: 434-451 - [c191]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 - [c190]Gustavo Alonso:
RAW 2022 Keynote Speaker 1: Using FPGAs in datacenters and the cloud. IPDPS Workshops 2022: 67 - [c189]Gustavo Alonso:
RAW 2022 Keynote Speaker 1: Using FPGAs in datacenters and the cloud. IPDPS Workshops 2022: 68 - [c188]Zeke Wang, Hongjing Huang, Jie Zhang, Fei Wu, Gustavo Alonso:
FpgaNIC: An FPGA-based Versatile 100Gb SmartNIC for GPUs. USENIX ATC 2022: 967-986 - [i30]Michal Wawrzoniak, Ingo Müller, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Short-lived Datacenter. CoRR abs/2202.06646 (2022) - [i29]Abishek Ramdas, Michael Giardino, Runbin Shi, Adam Turowski, David A. Cock, Gustavo Alonso, Timothy Roscoe:
ECI: a Customizable Cache Coherency Stack for Hybrid FPGA-CPU Architectures. CoRR abs/2208.07124 (2022) - [i28]Simon Kassing, Ingo Müller, Gustavo Alonso:
Resource Allocation in Serverless Query Processing. CoRR abs/2208.09519 (2022) - 2021
- [j82]Dimitrios Koutsoukos, Supun Nakandala, Konstantinos Karanasos, Karla Saur, Gustavo Alonso, Matteo Interlandi:
Tensors: An abstraction for general data processing. Proc. VLDB Endow. 14(10): 1797-1804 (2021) - [j81]Monica Chiosa, Thomas Preußer, Gustavo Alonso:
SKT: A One-Pass Multi-Sketch Data Analytics Accelerator. Proc. VLDB Endow. 14(11): 2369-2382 (2021) - [j80]Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín, Ana Klimovic, Gustavo Alonso:
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms. Proc. VLDB Endow. 14(13): 3308-3321 (2021) - [j79]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): 154-168 (2021) - [c187]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: 635-641 - [c186]Michal Wawrzoniak, Ingo Müller, Gustavo Alonso, Rodrigo Bruno:
Boxer: Data Analytics on Network-enabled Serverless Platforms. CIDR 2021 - [c185]Zhenhao He, Dario Korolija, Gustavo Alonso:
EasyNet: 100 Gbps Network for HLS. FPL 2021: 197-203 - [c184]Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso:
Distributed Recommendation Inference on FPGA Clusters. FPL 2021: 279-285 - [c183]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: 33-43 - [c182]Gustavo Alonso:
Hardware Specialization for Distributed Computing. HPDC 2021: 1 - [c181]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: 3097-3105 - [c180]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 - [c179]Rodrigo Bruno, Vojin Jovanovic, Christian Wimmer, Gustavo Alonso:
Compiler-assisted object inlining with value fields. PLDI 2021: 128-141 - [c178]Dan Graur, Rodrigo Bruno, Gustavo Alonso:
Specializing generic Java data structures. MPLR 2021: 45-53 - [c177]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: 857-871 - [c176]Konstantin Taranov, Rodrigo Bruno, Gustavo Alonso, Torsten Hoefler:
Naos: Serialization-free RDMA networking in Java. USENIX ATC 2021: 1-14 - [i27]Dan Graur, Ingo Müller, Ghislain Fourny, Gordon T. Watts, Mason Proffitt, Gustavo Alonso:
Evaluating Query Languages and Systems for High-Energy Physics Data. CoRR abs/2104.12615 (2021) - [i26]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 abs/2105.07806 (2021) - [i25]Dario Korolija, Dimitrios Koutsoukos, Kimberly Keeton, Konstantin Taranov, Dejan S. Milojicic, Gustavo Alonso:
Farview: Disaggregated Memory with Operator Off-loading for Database Engines. CoRR abs/2106.07102 (2021) - [i24]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 abs/2108.09073 (2021) - [i23]Dimitrios Koutsoukos, Raghav Bhartia, Ana Klimovic, Gustavo Alonso:
How to use Persistent Memory in your Database. CoRR abs/2112.00425 (2021) - [i22]Ghislain Fourny, David Dao, Can Berker Cikis, Ce Zhang, Gustavo Alonso:
RumbleML: program the lakehouse with JSONiq. CoRR abs/2112.12638 (2021) - 2020
- [j78]Ingo Müller, Ghislain Fourny, Stefan Irimescu, Can Berker Cikis, Gustavo Alonso:
Rumble: Data Independence for Large Messy Data Sets. Proc. VLDB Endow. 14(4): 498-506 (2020) - [j77]Kaan Kara, Gustavo Alonso:
PipeArch: Generic and Context-Switch Capable Data Processing on FPGAs. ACM Trans. Reconfigurable Technol. Syst. 14(1): 3:1-3:28 (2020) - [c175]Gustavo Alonso, Timothy Roscoe, David A. Cock, Mohsen Ewaida, Kaan Kara, Dario Korolija, David Sidler, Zeke Wang:
Tackling Hardware/Software co-design from a database perspective. CIDR 2020 - [c174]Vojislav Dukic, Rodrigo Bruno, Ankit Singla, Gustavo Alonso:
Photons: lambdas on a diet. SoCC 2020: 45-59 - [c173]Catalina Álvarez, Zhenhao He, Gustavo Alonso, Ankit Singla:
Specializing the network for scatter-gather workloads. SoCC 2020: 267-280 - [c172]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: 7:1-7:10 - [c171]David Sidler, Zeke Wang, Monica Chiosa, Amit Kulkarni, Gustavo Alonso:
StRoM: smart remote memory. EuroSys 2020: 29:1-29:16 - [c170]Zeke Wang, Hongjing Huang, Jie Zhang, Gustavo Alonso:
Shuhai: Benchmarking High Bandwidth Memory On FPGAS. FCCM 2020: 111-119 - [c169]Zhenhao He, Zeke Wang, Gustavo Alonso:
BiS-KM: Enabling Any-Precision K-Means on FPGAs. FPGA 2020: 233-243 - [c168]Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso:
High Bandwidth Memory on FPGAs: A Data Analytics Perspective. FPL 2020: 1-8 - [c167]Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso:
HyperLogLog Sketch Acceleration on FPGA. FPL 2020: 47-56 - [c166]Thomas B. Preußer, Monica Chiosa, Alexander Weiss, Gustavo Alonso:
Using DSP Slices as Content-Addressable Update Queues. FPL 2020: 121-126 - [c165]Dario Korolija, Timothy Roscoe, Gustavo Alonso:
Do OS abstractions make sense on FPGAs? OSDI 2020: 991-1010 - [c164]Ingo Müller, Renato Marroquín, Gustavo Alonso:
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure. SIGMOD Conference 2020: 115-130 - [c163]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: 2255-2270 - [i21]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 abs/2001.10390 (2020) - [i20]Kaan Kara, Christoph Hagleitner, Dionysios Diamantopoulos, Dimitris Syrivelis, Gustavo Alonso:
High Bandwidth Memory on FPGAs: A Data Analytics Perspective. CoRR abs/2004.01635 (2020) - [i19]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 abs/2004.01908 (2020) - [i18]Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín, Gustavo Alonso:
Modularis: Modular Data Analytics for Hardware, Software, and Platform Heterogeneity. CoRR abs/2004.03488 (2020) - [i17]Thomas B. Preußer, Monica Chiosa, Alexander Weiss, Gustavo Alonso:
Using DSP Slices as Content-Addressable Update Queues. CoRR abs/2004.11080 (2020) - [i16]Zeke Wang, Hongjing Huang, Jie Zhang, Gustavo Alonso:
Benchmarking High Bandwidth Memory on FPGAs. CoRR abs/2005.04324 (2020) - [i15]Amit Kulkarni, Monica Chiosa, Thomas B. Preußer, Kaan Kara, David Sidler, Gustavo Alonso:
HyperLogLog Sketch Acceleration on FPGA. CoRR abs/2005.13332 (2020) - [i14]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 abs/2010.05894 (2020)
2010 – 2019
- 2019
- [j76]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): 19-31 (2019) - [j75]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): 807-821 (2019) - [j74]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): 1818-1821 (2019) - [j73]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): 2325-2338 (2019) - [j72]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): 71-85 (2019) - [j71]Muhsen Owaida, Amit Kulkarni, Gustavo Alonso:
Distributed Inference over Decision Tree Ensembles on Clusters of FPGAs. ACM Trans. Reconfigurable Technol. Syst. 12(4): 17:1-17:27 (2019) - [c162]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 - [c161]Gustavo Alonso:
How Hardware Evolution is Driving Software Systems. DEBS 2019: 1 - [c160]Mario Ruiz, David Sidler, Gustavo Sutter, Gustavo Alonso, Sergio López-Buedo:
Limago: An FPGA-Based Open-Source 100 GbE TCP/IP Stack. FPL 2019: 286-292 - [i13]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 abs/1903.03404 (2019) - [i12]Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. 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 Randall 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 abs/1904.03257 (2019) - [i11]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 abs/1910.09017 (2019) - [i10]Stefan Irimescu, Can Berker Cikis, Ghislain Fourny, Gustavo Alonso:
Rumble: data independence when data is in a mess. CoRR abs/1910.11582 (2019) - [i9]Ingo Müller, Renato Marroquín, Gustavo Alonso:
Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure. CoRR abs/1912.00937 (2019) - 2018
- [j70]Gustavo Alonso, Peter Bailis:
Research for practice: FPGAs in datacenters. Commun. ACM 61(9): 48-49 (2018) - [j69]Zsolt István, David Sidler, Gustavo Alonso:
Active Pages 20 Years Later: Active Storage for the Cloud. IEEE Internet Comput. 22(4): 6-14 (2018) - [j68]Kaan Kara, Ken Eguro, Ce Zhang, Gustavo Alonso:
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation. Proc. VLDB Endow. 12(4): 348-361 (2018) - [j67]Gustavo Alonso:
FPGAs in Data Centers. ACM Queue 16(2): 60 (2018) - [j66]Darko Makreshanski, Georgios Giannikis, Gustavo Alonso, Donald Kossmann:
Many-query join: efficient shared execution of relational joins on modern hardware. VLDB J. 27(5): 669-692 (2018) - [c159]Renato Marroquín, Ingo Müller, Darko Makreshanski, Gustavo Alonso:
Pay One, Get Hundreds for Free: Reducing Cloud Costs through Shared Query Execution. SoCC 2018: 439-450 - [c158]Konstantin Taranov, Gustavo Alonso, Torsten Hoefler:
Fast and strongly-consistent per-item resilience in key-value stores. EuroSys 2018: 39:1-39:14 - [c157]Zsolt István, Gustavo Alonso, Ankit Singla:
Providing Multi-tenant Services with FPGAs: Case Study on a Key-Value Store. FPL 2018: 119-124 - [c156]Muhsen Owaida, Gustavo Alonso:
Application Partitioning on FPGA Clusters: Inference over Decision Tree Ensembles. FPL 2018: 295-300 - [c155]Zhenhao He, David Sidler, Zsolt István, Gustavo Alonso:
A Flexible K-Means Operator for Hybrid Databases. FPL 2018: 368-371 - [c154]Ingo Müller, Andrea Arteaga, Torsten Hoefler, Gustavo Alonso:
Reproducible Floating-Point Aggregation in RDBMSs. ICDE 2018: 1049-1060 - [c153]Gustavo Sutter, Mario Ruiz, Sergio López-Buedo, Gustavo Alonso:
FPGA-based TCP/IP Checksum Offloading Engine for 100 Gbps Networks. ReConFig 2018: 1-6 - [r2]Gustavo Alonso:
Transactional Middleware. Encyclopedia of Database Systems (2nd ed.) 2018 - [i8]Ingo Müller, Andrea Arteaga, Torsten Hoefler, Gustavo Alonso:
Reproducible Floating-Point Aggregation in RDBMSs. CoRR abs/1802.09883 (2018) - [i7]