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Roman Heinrich; Manisha Luthra; Harald Kornmayer; Carsten Binnig

Zero-shot cost models for distributed stream processing

In: Yongluan Zhou; Panos K. Chrysanthis; Vincenzo Gulisano; Eleni Tzirita Zacharatou (Hrsg.). 16th ACM International Conference on Distributed and Event-based Systems. ACM International Conference on Distributed and Event-Based Systems (DEBS-2022), June 27-30, Copenhagen, Denmark, Pages 85-90, ACM, 2022.
Muhammad El-Hindi; Zheguang Zhao; Carsten Binnig

Towards Decentralized Parameter Servers for Secure Federated Learning

In: Alfredo Cuzzocrea; Oleg Gusikhin; Wil M. P. van der Aalst; Slimane Hammoudi (Hrsg.). Proceedings of the 11th International Conference on Data Science, Technology and Applications. International Conference on Data Science, Technology and Applications (DATA-2022), July 11-13, Lisbon, Portugal, Pages 257-269, SCITEPRESS, 2022.
Tobias Ziegler; Dwarakanandan Bindiganavile Mohan; Viktor Leis; Carsten Binnig

EFA: A Viable Alternative to RDMA over InfiniBand for DBMSs?

In: Spyros Blanas; Norman May (Hrsg.). International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD), June 13, Philadelphia, PA, USA, Pages 10:1-10:5, ACM, 2022.
Muhammad El-Hindi; Tobias Ziegler; Matthias Heinrich; Adrian Lutsch; Zheguang Zhao; Carsten Binnig

Benchmarking the Second Generation of Intel SGX Hardware

In: Spyros Blanas; Norman May (Hrsg.). International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2022), June 13, Philadelphia, PA, USA, Pages 5:1-5:8, ACM, 2022.
Lasse Thostrup; Jan Skrzypczak; Matthias Jasny; Tobias Ziegler; Carsten Binnig

DFI: The Data Flow Interface for High-Speed Networks

In: SIGMOD Record, Vol. 51, No. 1, Pages 15-22, Association for Computing Machinery (ACM), 2022.
Alberto Lerner; Matthias Jasny; Theo Jepsen; Carsten Binnig; Philippe Cudré-Mauroux

DBMS Annihilator: A High-Performance Database Workload Generator in Action

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 12, Pages 3682-3685, Association for Computing Machinery (ACM), 2022.
Marius Gassen; Benjamin Hättasch; Benjamin Hilprecht; Nadja Geisler; Alexander Fraser; Carsten Binnig

Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 12, Pages 3586-3589, Association for Computing Machinery (ACM), 2022.
Benjamin Hilprecht; Carsten Binnig

Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 15, No. 11, Pages 2361-2374, Association for Computing Machinery (ACM), 2022.
Benjamin Hilprecht; Carsten Binnig

One Model to Rule them All: Towards Zero-Shot Learning for Databases

In: 12th Conference on Innovative Data Systems Research, CIDR 2022. Conference on Innovative Data Systems Research (CIDR-2022), January 9-12, Chaminade, CA, USA, www.cidrdb.org, 2022.
Sungho Suh; Sojeong Cheon; Wonseo Choi; Yeon Woong Chung; Won-Kyung Cho; Ji-Sun Paik; Sung Eun Kim; Dong-Jin Chang; Yong Oh Lee

Supervised segmentation with domain adaptation for small sampled orbital CT images

In: Journal of Computational Design and Engineering (JCDE), Vol. 9, No. 2, Pages 783-792, Oxford University Press, 4/2022.