Rezultaty Documents, reports (9) DSL runtime design Report on the initial design of distribution primitives and existing framework integration Initial System Architecture Report on requirements of endtoend data analysis pipelines and design of the initial system architecture Scheduler design for pipelines and tasks Report on the initial overall design of the scheduling components scheduling of pipelines and workflows as well as task and data placement SotA survey of benchmarks from DM, HPC, and ML Sys Report on the stateoftheart of benchmarks for database systems data management highperformance computing and ML systems Initial pipeline definition all use cases Report on use case studies with technical details and the definition of initial pipelines that can be used for testing Language Design Specification Report on the language abstractions APIs and DSL as well as the central internal representation Design of integration HW accelerators Report on the planned overall design of integration HW accelerators as well as details on accelerated operations and primitives as well as its compiler and runtime support Report on search space analysis, automatic capability configuration Report on stateoftheart techniques for computational storage neardata processing and potential side effects as well as an overview of automatically determining the capabilities of a storage configuration 1st Annual Project Report Public report describing the project progress until M12 achievements and impact as well as a calculation of efforts and costs Demonstrators, pilots, prototypes (1) Compiler Prototype Software artifact of the initial compiler prototype Publikacje Conference proceedings (35) DaphneSched: A Scheduler for Integrated Data Analysis Pipelines Autorzy: Ahmed Eleliemy, Florina M. Ciorba Opublikowane w: ISPDC23; IEEE, 2023 Wydawca: ISPDC23; IEEE I/O Interface Independence with xNVMe Autorzy: Simon Lund, Philippe Bonnet, Klaus Jensen, Javier Gonzalez Opublikowane w: Proceedings of the 15th ACM International Systems and Storage Conference, Issue annually, 2022 Wydawca: ACM - Association for Computing Machinery DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines Autorzy: Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaž Kosar, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl Opublikowane w: Conference on Innovative Data Systems Research, CIDR, Issue 9.1.2022-12.1.2022, 2022 Wydawca: Conference on Innovative Data Systems Research, CIDR Micro-architectural Analysis of a Learned Index Autorzy: Mikkel Møller Andersen, Pınar Tözün Opublikowane w: Proceedings of the International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, Issue annually, 2022 Wydawca: ACM - Association for Computing Machinery DOI: 10.1145/3533702.3534917 Not your Grandpa's SSD: The Era of Co-Designed Storage Devices Autorzy: Alberto Lerner, Philippe Bonnet Opublikowane w: Proceedings of the 2021 International Conference on Management of Data, 2021 Wydawca: ACM Evaluating Multi-GPU Sorting with Modern Interconnects Autorzy: Tobias Maltenberger, Ivan Ilic, Ilin Tolovski, Tilmann Rabl Opublikowane w: Proceedings of the 2022 International Conference on Management of Data (SIGMOD ’22), Issue annually, 2022 Wydawca: ACM - Association for Computing Machinery Efficient Multi-Model Management Autorzy: Nils Strassenburg, Dominic Kupfer, Julia Kowal, Tilmann Rabl Opublikowane w: 26th International Conference on Extending Database Technology (EDBT), Issue annually, 2023 Wydawca: OpenProceedings.org Enabling Integrated Data Analysis Pipelines on Heterogeneous Hardware through Holistic Extensibility Autorzy: Patrick Damme, Matthias Boehm Opublikowane w: 2nd Workshop on Novel Data Management Ideas on Heterogeneous Hardware Architectures (NoDMC), 2023 Wydawca: Gesellschaft für Informatik A Survey of Big Data, High Performance Computing, and Machine Learning Benchmarks Autorzy: Nina Ihde, Paula Marten, Ahmed Eleliemy, Gabrielle Poerwawinata, Pedro Silva, Ilin Tolovski, Florina M. Ciorba, Tilmann Rabl Opublikowane w: Proceedings of the Thirteenth TPC Technology Conference on Performance Evaluation & Benchmarking, 2021 Wydawca: Springer Delilah: eBPF-offload on computational storage Autorzy: Niclas Hedam, Morten Tychsen Clausen, Philippe Bonnet, Sangjin Lee, Ken Friis Larsen Opublikowane w: 19th International Workshop on Data Management on New Hardware (DaMoN), Issue annually, 2023 Wydawca: ACM Parallelization of benchmarking using HPC: text summarization in natural language processing (NLP), glider piloting in deep-sea missions, and search algorithms in computational intelligence (CI) Autorzy: Aleš Zamuda Opublikowane w: Proceedings of the Austrian-Slovenian HPC Meeting 2021 - ASHPC21, 2021, ISBN 978-961-6980-77-7 Wydawca: University of Ljubljana DeGNN: Improving Graph Neural Networks with Graph Decomposition Autorzy: Miao, Xupeng; Gürel, Nezihe Merve; id_orcid0000-0002-4747-2406; Zhang, Wentao; Han, Zhichao; Li, Bo; Min, Wei; Rao, Susie; id_orcid0000-0003-2379-1506; Ren, Hansheng; Shan, Yinan; Shao, Yingxia; Wang, Yujie; Wu, Fan; Xue, Hui; Yang, Yaming; Zhang, Zitao; Zhao, Yang; Zhang, Shuai; id_orcid0000-0002-7866-4611; Wang, Yujing; Cui, Bin; Zhang, Ce Opublikowane w: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD '21), Issue annually, 2021 Wydawca: ACM Evaluating In-Memory Hash Joins on Persistent Memory Autorzy: Tobias Maltenberger, Till Lehmann, Lawrence Benson, Tilmann Rabl Opublikowane w: 25th International Conference on Extending Database Technology (EDBT), Issue annually, 2022 Wydawca: OpenProceedings.org DOI: 10.48786/edbt.2022.23 Evaluating SIMD Compiler-Intrinsics for Database Systems Autorzy: Lawrence Benson, Richard Ebeling and Tilmann Rabl Opublikowane w: VLDBW -- ADMS 23, 2023 Wydawca: ACM - Association for Computing Machinery TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems Autorzy: Christoph Brücke, Philipp Härtling, Rodrigo D Escobar Palacios, Hamesh Patel and Tilmann Rabl Opublikowane w: 2023 Wydawca: VLDB23; ACM - Association for Computing Machinery Desis: Efficient Window Aggregation in Decentralized Networks Autorzy: Wang Yue, Lawrence Benson, Tilmann Rabl Opublikowane w: 26th International Conference on Extending Database Technology (EDBT), Issue annually, 2023 Wydawca: OpenProceedings.org Darwin: Scale-In Stream Processing Autorzy: Lawrence Benson, Tilmann Rabl Opublikowane w: Conference on Innovative Data Systems Research, CIDR 22, Issue annually, 2022 Wydawca: Conference on Innovative Data Systems Research, CIDR 22 Considering a Fear and Greed Index in Bitcoin Price Prediction Through Long Short-Term Memory Autorzy: Nataša Ošep Ferš, Aleš Zamuda Opublikowane w: IEEE Slovenia Section, Issue annually, 2021 Wydawca: IEEE Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads Autorzy: Björn Daase, Lars Jonas Bollmeier, Lawrence Benson, Tilmann Rabl Opublikowane w: Proceedings of the 2021 International Conference on Management of Data (SIGMOD 2021), 2021 Wydawca: ACM DaphneSched: A Scheduler for Integrated Data Analysis Pipelines Autorzy: Ahmed Eleliemy, Florina M. Ciorba, Jonas H. Müller Korndörfer Opublikowane w: ISPDC23, 2023 Wydawca: ISPDC23 How Do OS and Application Schedulers Interact? An Investigation with Multithreaded Applications Autorzy: Jonas H. Müller Korndorfer, Ahmed Eleliemy, Osman Simsek, Thomas Ilsche, Robert Schöne, Florina M. Ciorba Opublikowane w: Springer, 2023, ISBN 978-3-031-39697-7 Wydawca: Euro-Par 2023 PerMA-Bench: Benchmarking Persistent Memory Access Autorzy: Benson, Lawrence and Papke, Leon and Rabl, Tilmann Opublikowane w: Proceedings of the Very Large Data Base Endowment (VLDB) Endowment, Issue annually, 2022 Wydawca: ACM - Association for Computing Machinery DOI: 10.14778/3551793.3551807 Predicting Ion Beam Tuning in Semiconductor Manufacturing Autorzy: Andreas Laber, Martin Gebser, Konstantin Schekotihin, Yao Yang Opublikowane w: IEEE Electron Devices Society, Issue bi-annually, 2022 Wydawca: IEEE BabelMR: A Polyglot Framework for Serverless MapReduce Autorzy: Fabian Mahling, Paul Rößler, Thomas Bodner and Tilmann Rabl Opublikowane w: VLDBW -- SDA 23, 2023 Wydawca: ACM - Association for Computing Machinery VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition Autorzy: Li, Yang; Shen, Yu; Zhang, Wentao; Jiang, Jiawei; Ding, Bolin; Li, Yaliang; Zhou, Jingren; Yang, Zhi; Wu, Wentao; Zhang, Ce; Cui, Bin Opublikowane w: Proceedings of the VLDB Endowment, 14 (11), Issue annually, 2021 Wydawca: PVLDB Ease. ML: A Lifecycle Management System for Machine Learning Autorzy: Aguilar Melgar, Leonel; id_orcid0000-0001-6864-4492; Dao, David; Gan, Shaoduo; Gürel, Nezihe M.; Hollenstein, Nora; id_orcid0000-0001-7936-4170; Jiang, Jiawei; Karlaš, Bojan; Lemmin, Thomas; id_orcid0000-0001-5705-4964; Li, Tian; Li, Yang; Rao, Susie; id_orcid0000-0003-2379-1506; Rausch, Johannes; Renggli, Cedric; Rimanic, Luka; Weber, Maurice; Zhang, Shuai; id_orcid0000-0002-7866-4611; Zhao, Zh Opublikowane w: Proceedings of the Annual Conference on Innovative Data Systems Research (CIDR), 2021, Issue 1, 2021 Wydawca: CIDR 2021 DOI: 10.3929/ethz-b-000458916 Drop It In Like It’s Hot: An Analysis of Persistent Memory as a Drop-in Replacement for NVMe SSDs Autorzy: Maximilian Böther, Otto Kißig, Lawrence Benson, Tilmann Rabl Opublikowane w: International Workshop on Data Management on New Hardware (DAMON’21), 2021 Wydawca: ACM SIGMOD/PODS Efficiently Managing Deep Learning Models in a Distributed Environment Autorzy: Nils Strassenburg, Ilin Tolovski, Tilmann Rabl Opublikowane w: 25th International Conference on Extending Database Technology (EDBT), Issue annually, 2022 Wydawca: OpenProceedings.org DOI: 10.48786/edbt.2022.12 DaxVM: Stressing the Limits of Memory as a File Interface Autorzy: Chloe Averti, Vasileios Karakostas, Nikhita Kunati, Georgios Goumas, Michael Swift Opublikowane w: MICRO 2022 - 55th IEEE/ACM International Synopsium on Microarchitecture, Issue annually, 2022 Wydawca: ACM/IEEE A Resourceful Coordination Approach for Multilevel Scheduling Autorzy: Eleliemy, Ahmed; Ciorba, Florina M. Opublikowane w: International Conference on High Performance Computing & Simulation (HPCS) 2021, Issue annual, 2021 Wydawca: HPCS TPCx-AI on NVIDIA Jetsons Autorzy: Robert Bayer, Jon Voigt Tøttrup, and Pınar Tözün Opublikowane w: Proceedings of the Fourteenth TPC Technology Conference on Performance Evaluation & Benchmarking, 2022 Wydawca: ACM - Association for Computing Machinery RMG Sort: Radix-Partitioning-Based Multi-GPU Sorting Autorzy: Ivan Ilic, Ilin Tolovski, Tilmann Rabl Opublikowane w: Datenbanksysteme für Business, Technologie und Web (BTW 2023), Issue bi-annually, 2023 Wydawca: Springer Viper: An Efficient Hybrid PMem-DRAM Key-Value Store Autorzy: Lawrence Benson, Hendrik Makait, Tilmann Rabl Opublikowane w: 2021 Wydawca: ACM Analyzing Vectorized Hash Tables Across CPU Architectures Autorzy: Maximilian Böther, Lawrence Benson, Ana Klimovic, Tilmann Rabl Opublikowane w: VLDB23, 2023 Wydawca: ACM - Association for Computer Machinery DocParser: Hierarchical Document Structure Parsing from Renderings Autorzy: Rausch, Johannes; Martinez, Octavio; Bissig, Fabian; Zhang, Ce; Feuerriegel, Stefan Opublikowane w: Proceedings of the AAAI Conference on Artificial Intelligence, 35 (5), 2021, Page(s) 4328-4338, ISSN 2159-5399 Wydawca: AAAI Press DOI: 10.13039/501100000780 Other (4) Speeding up Vectorized Benchmarking of Optimization Algorithms Autorzy: Aleš Zamuda Opublikowane w: Austrian-Slovenian HPC Meeting 2022 – ASHPC22, Issue annually, 2022 Wydawca: EuroCC Austria Don’t Compete, Let’s Cooperate: A Cooperative Scheduling Approach Autorzy: Ahmed Eleliemy, Florina M. Ciorba Opublikowane w: Platform for Advancing Scientific Computing Conference, 2021 Wydawca: PASC CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks Autorzy: Li Peng, Rao Xi, Jennifer Blase, Xu Chu, Yue Zhang, Ce Zhang Opublikowane w: DeGNN, 2020 Wydawca: ETH Zurich, Institute for Computing Platforms DOI: 10.13039/501100001711 Single- and Two-Level Dynamic Load Balancing of Scientific Applications Autorzy: Ahmed Eleliemy, Florina M. Ciorba Opublikowane w: Platform for Advancing Scientific Computing Conference, 2021 Wydawca: PASC Peer reviewed articles (5) The urban morphology on our planet – Global perspectives from space Autorzy: Xiao Xiang Zhu,Chunping, Qiu, Jingliang Hua, Yilei Shi, Yuanyuan Wang, Michael Schmitta, Hannes Taubenböck Opublikowane w: Remote Sensing of Environment, Issue 16 volumes / year, 2021, ISSN 0034-4257 Wydawca: Elsevier BV DOI: 10.1016/j.rse.2021.112794 Micro-architectural analysis of in-memory OLTP: Revisited Autorzy: Utku Sirin, Pınar Tözün, Danica Porobic, Ahmad Yasin, Anastasia Ailamaki Opublikowane w: The VLDB Journal, Volume 30, Issue every other month, July 2021, 2021, ISSN 1066-8888 Wydawca: Springer Verlag DOI: 10.1007/s00778-021-00663-8 Better Database Cost/Performance via Batched I/O on Programmable SSD Autorzy: Jaeyoung Do, Ivan Luiz Picoli, David Lomet, Philippe Bonnet Opublikowane w: Conference on Very Large Data Bases (VLDB Journal), Issue 18.2.2021, 2021, ISSN 1066-8888 Wydawca: Springer Verlag DOI: 10.1007/s00778-020-00648-z LB4OMP: A Dynamic Load Balancing Library for Multithreaded Applications Autorzy: Jonas H. Müller Korndörfer; Ahmed Eleliemy; Ali Mohammed; Florina M. Ciorba Opublikowane w: IEEE Transactions on Parallel and Distributed Systems, Volume 33, Issue 4, 2021, Page(s) 830 - 841, ISSN 1045-9219 Wydawca: Institute of Electrical and Electronics Engineers DOI: 10.1109/tpds.2021.3107775 Automated Scheduling Algorithm Selection and Chunk Parameter Calculation in OpenMP Autorzy: Ali Mohammed, Jonas H. Müller Kornörfer, Ahmed Eleliemy, Florina M. Ciorba Opublikowane w: IEEE Transactions on Parallel and Distributed Systems, Issue Volume: 33, Issue: 12, December 2022, 2022, ISSN 1045-9219 Wydawca: Institute of Electrical and Electronics Engineers Wyszukiwanie danych OpenAIRE... Podczas wyszukiwania danych OpenAIRE wystąpił błąd Brak wyników
