Deliverables
Public release of database of execution efficiency in terms of performance, power, and energy usage.
Complete performance and energy modelsPublication and release of performance and energy models.
Profiling and instrumentation toolsProfiling and instrumentation tools will be developed by INESC ID and shared with other partners and public.
Core set of sparse computation featuresKU will develop core set of sparse matrix features for ML learning techniques and make it available to the general public as a publication or report.
ML-based prediction modelMachine learning based prediction model and its source code for sparse computation will be made public.
Publication and source release of the reordering library by Simula.
SuperTwin and APIPublication on the SuperTwin tool that describes its API and use-cases
Mixed precision support in SparCity FrameworkPublication and source release of mixed precision support of SparCity framework
Visualization toolsRelease of first version of the visualization tools for the current performance, power and energy usage, and communication and data movement patterns.
Topology-aware heterogeneous multi-level partitionerSource code release and a publication on topology-aware heterogeneous multi-level partitioner
Fully functioning code generatorSU will release the code generator source code to public along with its documentation.
Microbenchmarking toolsPublications and release of microbenchmarking tools
Simula will collect the results of testing the SparCity Framework on the sample use-cases and share the scientific findings with the public.
Scientific evaluation report of the SparCity frameworkSimula will release an evaluation report on the SparCity framework based on the partners' scientific findings and the use-cases of SparCity.
LMU will organize the second workshop that demonstrates the SparCity tools and provides tutorials on how to use them.
Prototype of performance and energy modelsDemonstration of performance and energy models
Prototype for the dynamic topology information systemThis deliverable will release a prototype of a dynamic topology information system that integrates existing data sources such as the hwloc and vendor-specific tools to capture the complex setup of modern HPC systems.
Prototype of kernel template generator and kernel analyzerWe will release the prototype of a source-to-source compiler that generates a kernel template auto-tuned for the target device.
1st Workshop about the SparCity framework and the modeling toolsLMU will organize a workshop to demonstrate the Sparcity framework and its tools.
Publications
Author(s):
Sergej Breiter, James D. Trotter, and Karl Fürlinger
Published in:
Association for Computing Machinery, 2023
Publisher:
ACM
DOI:
10.1145/3624062.3624198
Author(s):
James D. Trotter, Sinan Ekmekçibaşı, Johannes Langguth, Tugba Torun, Emre Düzakın, Aleksandar Ilic, and Didem Unat
Published in:
2023
Publisher:
ACM
DOI:
10.1145/3581784.3607046
Author(s):
Luk Burchard, Xing Cai, Johannes Langguth
Published in:
2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC), 2021, Page(s) 162-171
Publisher:
IEEE
DOI:
10.1109/hipc53243.2021.00030
Author(s):
Alexandre Rodrigues, Leonel Sousa and Alexandar Ilic
Published in:
High Performance Computing. ISC High Performance 2023. Lecture Notes in Computer Science, 2023
Publisher:
Springer, Cham.
DOI:
10.1007/978-3-031-40843-4_36
Author(s):
Muhammad Aditya Sasongko, Milind Chabbi, Paul H. J. Kelly, Didem Unat
Published in:
Concurrency Computat Pract Exper., 2023, ISSN 1532-0626
Publisher:
John Wiley and Sons Ltd.
DOI:
10.1002/cpe.7707
Author(s):
Erhan Tezcan, Tugba Torun, Fahrican Koşar, Kamer Kaya, and Didem Unat
Published in:
IEEE 34th International Symposium on Computer Architecture and High Performance Computing, 2022
Publisher:
IEEE
Author(s):
Sunidhi Dhandhania, Akshay Deodhar, Konstantin Pogorelov, Swarnendu Biswas, Johannes Langguth
Published in:
ICPP Workshops '21: 50th International Conference on Parallel Processing Workshop, 2021
Publisher:
ACM
DOI:
10.1145/3458744.3474049
Author(s):
Asep Maulana, Johannes Langguth
Published in:
2023 Tenth International Conference on Social Networks Analysis, Management and Security (SNAMS), 2023
Publisher:
IEEE
DOI:
10.1109/snams60348.2023.10375407
Author(s):
Amro Alabsi Aljundi, Taha Atahan Akyildiz, Kamer Kaya
Published in:
2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022, ISBN 978-1-6654-8106-9
Publisher:
IEEE
DOI:
10.1109/ipdps53621.2022.00092
Author(s):
Ricardo Nobre, Aleksandar Ilic, Sergio Santander-Jiménez, and Leonel Sousa
Published in:
51st International Conference on Parallel Processing (ICPP ’22), 2022
Publisher:
ACM
Author(s):
Diogo Marques, Rafael Campos, Sergio Santander-Jiménez, Zakhar Matveev, Leonel Sousa, and Aleksandar Ilic
Published in:
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
Publisher:
IEEE
DOI:
10.1109/ipdps53621.2022.00023
Author(s):
Sergej Breiter, Josef Weidendorfer, Minh Thanh Chung and Karl Fürlinger
Published in:
Proceedings of the 23rd International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT’22), 2022
Publisher:
Springer Lecture Notes in Computer Science (LNCS)
Author(s):
Gökhan Göktürk, Kamer Kaya
Published in:
2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022, ISBN 978-1-6654-8106-9
Publisher:
IEEE
DOI:
10.1109/ipdps53621.2022.00093
Author(s):
Miguel Graça, Diogo Marques, Sergio Santander-Jiménez, Leonel Sousa, and Aleksandar Ilic
Published in:
IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2023
Publisher:
IEEE
DOI:
10.1145/3580252.3586982
Author(s):
Ricardo Nobre, Aleksandar Ilic, Sergio Santander-Jiménez, Leonel Sousa
Published in:
50th International Conference on Parallel Processing, 2021, Page(s) 1-10, ISBN 9781450390682
Publisher:
ACM
DOI:
10.1145/3472456.3472509
Author(s):
Amro Alabsi Aljundi, Taha Atahan Akyildiz, Kamer Kaya
Published in:
IEEE Transactions on Parallel and Distributed Systems, Issue 10459219, 2022, Page(s) 3092 - 3105, ISSN 1045-9219
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tpds.2021.3129617
Author(s):
Gökhan Göktürk, Kamer Kaya
Published in:
Information Sciences, Issue Volume 655, January 2024, 119875, 2024, ISSN 1872-6291
Publisher:
Elsevier
DOI:
10.1016/j.ins.2023.119875
Author(s):
Diogo Marques, Aleksandar Ilic, Leonel Sousa
Published in:
ACM Transactions on Modeling and Performance Evaluation of Computing Systems, Issue 6/2, 2021, Page(s) 1-23, ISSN 2376-3639
Publisher:
Association for Computing Machinery
DOI:
10.1145/3475866
Author(s):
Diogo Pinheiro; Sergio Santander-Jimenéz; Aleksandar Ilic
Published in:
BMC Genomics, Issue 14712164, 2022, Page(s) 1-21, ISSN 1471-2164
Publisher:
BioMed Central
DOI:
10.1186/s12864-022-08540-6
Author(s):
James D. Trotter, Johannes Langguth and Xing Cai
Published in:
Parallel Computing, 2023, ISSN 0167-8191
Publisher:
Elsevier BV
DOI:
10.1016/j.parco.2023.103051
Author(s):
Andreas Thune; Sven-Arne Reinemo; Tor Skeie; Xing Cai
Published in:
IEEE Transactions on Parallel and Distributed Systems, 2023, ISSN 1045-9219
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tpds.2023.3253881
Author(s):
Luk Burchard, Kristian Gregorius Hustad, Johannes Langguth and Xing Cai
Published in:
Front. Phys. Sec. Statistical and Computational Physics, 2023, ISSN 2296-424X
Publisher:
Frontiers Media
DOI:
10.3389/fphy.2023.979699
Author(s):
Luk Burchard, Johannes Moe, Daniel Thilo Schroeder, Konstantin Pogorelov, Johannes Langguth
Published in:
High Performance Computing - 36th International Conference, ISC High Performance 2021, Virtual Event, June 24 – July 2, 2021, Proceedings, Issue 12728, 2021, Page(s) 291-309, ISBN 978-3-030-78712-7
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-78713-4_16
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