---
_id: '62981'
abstract:
- lang: eng
  text: "Otus is a high-performance computing cluster that was launched in 2025 and
    is operated by the Paderborn Center for Parallel Computing (PC2) at Paderborn
    University in Germany. The system is part of the National High Performance Computing
    (NHR) initiative. Otus complements the previous supercomputer Noctua 2, offering
    approximately twice the computing power while retaining the three node types that
    were characteristic of Noctua 2: 1) CPU compute nodes with different memory capacities,
    2) high-end GPU nodes, and 3) HPC-grade FPGA nodes. On the Top500 list, which
    ranks the 500 most powerful supercomputers in the world, Otus is in position 164
    with the CPU partition and in position 255 with the GPU partition (June 2025).
    On the Green500 list, ranking the 500 most energy-efficient supercomputers in
    the world, Otus is in position 5 with the GPU partition (June 2025).\r\n\r\n\r\nThis
    article provides a comprehensive overview of the system in terms of its hardware,
    software, system integration, and its overall integration into the data center
    building to ensure energy-efficient operation. The article aims to provide unique
    insights for scientists using the system and for other centers operating HPC clusters.
    The article will be continuously updated to reflect the latest system setup and
    measurements. "
author:
- first_name: Sadaf
  full_name: Ehtesabi, Sadaf
  id: '116116'
  last_name: Ehtesabi
- first_name: Manoar
  full_name: Hossain, Manoar
  id: '114619'
  last_name: Hossain
  orcid: https://orcid.org/0000-0002-0737-7981
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Andreas
  full_name: Krawinkel, Andreas
  id: '15275'
  last_name: Krawinkel
- first_name: Lukas
  full_name: Ostermann, Lukas
  id: '69976'
  last_name: Ostermann
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Heinrich
  full_name: Riebler, Heinrich
  id: '8961'
  last_name: Riebler
- first_name: Stefan
  full_name: Rohde, Stefan
  id: '34009'
  last_name: Rohde
- first_name: Robert
  full_name: Schade, Robert
  id: '75963'
  last_name: Schade
  orcid: 0000-0002-6268-5397
- first_name: Michael
  full_name: Schwarz, Michael
  id: '5312'
  last_name: Schwarz
- first_name: Jens
  full_name: Simon, Jens
  id: '15273'
  last_name: Simon
- first_name: Nils
  full_name: Winnwa, Nils
  id: '61189'
  last_name: Winnwa
- first_name: Alex
  full_name: Wiens, Alex
  id: '23522'
  last_name: Wiens
  orcid: 0000-0003-1764-9773
- first_name: Xin
  full_name: Wu, Xin
  id: '77439'
  last_name: Wu
citation:
  ama: Ehtesabi S, Hossain M, Kenter T, et al. <i>Otus Supercomputer</i>. Vol 1. Paderborn
    Center for Parallel Computing (PC2); 2025. doi:<a href="https://doi.org/10.48550/ARXIV.2512.07401">10.48550/ARXIV.2512.07401</a>
  apa: Ehtesabi, S., Hossain, M., Kenter, T., Krawinkel, A., Ostermann, L., Plessl,
    C., Riebler, H., Rohde, S., Schade, R., Schwarz, M., Simon, J., Winnwa, N., Wiens,
    A., &#38; Wu, X. (2025). <i>Otus Supercomputer</i> (Vol. 1). Paderborn Center
    for Parallel Computing (PC2). <a href="https://doi.org/10.48550/ARXIV.2512.07401">https://doi.org/10.48550/ARXIV.2512.07401</a>
  bibtex: '@book{Ehtesabi_Hossain_Kenter_Krawinkel_Ostermann_Plessl_Riebler_Rohde_Schade_Schwarz_et
    al._2025, place={Paderborn}, series={PC2 Tech­nic­al Re­port Series}, title={Otus
    Supercomputer}, volume={1}, DOI={<a href="https://doi.org/10.48550/ARXIV.2512.07401">10.48550/ARXIV.2512.07401</a>},
    publisher={Paderborn Center for Parallel Computing (PC2)}, author={Ehtesabi, Sadaf
    and Hossain, Manoar and Kenter, Tobias and Krawinkel, Andreas and Ostermann, Lukas
    and Plessl, Christian and Riebler, Heinrich and Rohde, Stefan and Schade, Robert
    and Schwarz, Michael and et al.}, year={2025}, collection={PC2 Tech­nic­al Re­port
    Series} }'
  chicago: 'Ehtesabi, Sadaf, Manoar Hossain, Tobias Kenter, Andreas Krawinkel, Lukas
    Ostermann, Christian Plessl, Heinrich Riebler, et al. <i>Otus Supercomputer</i>.
    Vol. 1. PC2 Tech­nic­al Re­port Series. Paderborn: Paderborn Center for Parallel
    Computing (PC2), 2025. <a href="https://doi.org/10.48550/ARXIV.2512.07401">https://doi.org/10.48550/ARXIV.2512.07401</a>.'
  ieee: 'S. Ehtesabi <i>et al.</i>, <i>Otus Supercomputer</i>, vol. 1. Paderborn:
    Paderborn Center for Parallel Computing (PC2), 2025.'
  mla: Ehtesabi, Sadaf, et al. <i>Otus Supercomputer</i>. Paderborn Center for Parallel
    Computing (PC2), 2025, doi:<a href="https://doi.org/10.48550/ARXIV.2512.07401">10.48550/ARXIV.2512.07401</a>.
  short: S. Ehtesabi, M. Hossain, T. Kenter, A. Krawinkel, L. Ostermann, C. Plessl,
    H. Riebler, S. Rohde, R. Schade, M. Schwarz, J. Simon, N. Winnwa, A. Wiens, X.
    Wu, Otus Supercomputer, Paderborn Center for Parallel Computing (PC2), Paderborn,
    2025.
date_created: 2025-12-09T09:11:04Z
date_updated: 2026-03-25T11:50:31Z
ddc:
- '004'
department:
- _id: '27'
- _id: '518'
doi: 10.48550/ARXIV.2512.07401
file:
- access_level: open_access
  content_type: application/pdf
  creator: deffel
  date_created: 2025-12-09T09:19:12Z
  date_updated: 2026-03-25T11:50:30Z
  file_id: '62982'
  file_name: 2512.07401v1.pdf
  file_size: 4535595
  relation: main_file
file_date_updated: 2026-03-25T11:50:30Z
has_accepted_license: '1'
intvolume: '         1'
keyword:
- Otus
- Supercomputer
- FPGA
- PC2
- Paderborn Center for Parallel Computing
- Noctua 2
- HPC
language:
- iso: eng
oa: '1'
page: '33'
place: Paderborn
publication_status: published
publisher: Paderborn Center for Parallel Computing (PC2)
report_number: PC2TR-2025-1
series_title: PC2 Tech­nic­al Re­port Series
status: public
title: Otus Supercomputer
type: report
user_id: '23522'
volume: 1
year: '2025'
...
---
_id: '53663'
abstract:
- lang: eng
  text: 'Noctua 2 is a supercomputer operated at the Paderborn Center for Parallel
    Computing (PC2) at Paderborn University in Germany. Noctua 2 was inaugurated in
    2022 and is an Atos BullSequana XH2000 system. It consists mainly of three node
    types: 1) CPU Compute nodes with AMD EPYC processors in different main memory
    configurations, 2) GPU nodes with NVIDIA A100 GPUs, and 3) FPGA nodes with Xilinx
    Alveo U280 and Intel Stratix 10 FPGA cards. While CPUs and GPUs are known off-the-shelf
    components in HPC systems, the operation of a large number of FPGA cards from
    different vendors and a dedicated FPGA-to-FPGA network are unique characteristics
    of Noctua 2. This paper describes in detail the overall setup of Noctua 2 and
    gives insights into the operation of the cluster from a hardware, software and
    facility perspective.'
article_type: original
author:
- first_name: Carsten
  full_name: Bauer, Carsten
  id: '90082'
  last_name: Bauer
- first_name: Tobias
  full_name: Kenter, Tobias
  id: '3145'
  last_name: Kenter
- first_name: Michael
  full_name: Lass, Michael
  id: '24135'
  last_name: Lass
  orcid: 0000-0002-5708-7632
- first_name: Lukas
  full_name: Mazur, Lukas
  id: '90492'
  last_name: Mazur
  orcid: ' 0000-0001-6304-7082'
- first_name: Marius
  full_name: Meyer, Marius
  id: '40778'
  last_name: Meyer
- first_name: Holger
  full_name: Nitsche, Holger
  id: '15272'
  last_name: Nitsche
- first_name: Heinrich
  full_name: Riebler, Heinrich
  id: '8961'
  last_name: Riebler
- first_name: Robert
  full_name: Schade, Robert
  id: '75963'
  last_name: Schade
  orcid: 0000-0002-6268-5397
- first_name: Michael
  full_name: Schwarz, Michael
  id: '5312'
  last_name: Schwarz
- first_name: Nils
  full_name: Winnwa, Nils
  id: '61189'
  last_name: Winnwa
- first_name: Alex
  full_name: Wiens, Alex
  id: '23522'
  last_name: Wiens
  orcid: 0000-0003-1764-9773
- first_name: Xin
  full_name: Wu, Xin
  id: '77439'
  last_name: Wu
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
- first_name: Jens
  full_name: Simon, Jens
  id: '15273'
  last_name: Simon
citation:
  ama: Bauer C, Kenter T, Lass M, et al. Noctua 2 Supercomputer. <i>Journal of large-scale
    research facilities</i>. 2024;9. doi:<a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>
  apa: Bauer, C., Kenter, T., Lass, M., Mazur, L., Meyer, M., Nitsche, H., Riebler,
    H., Schade, R., Schwarz, M., Winnwa, N., Wiens, A., Wu, X., Plessl, C., &#38;
    Simon, J. (2024). Noctua 2 Supercomputer. <i>Journal of Large-Scale Research Facilities</i>,
    <i>9</i>. <a href="https://doi.org/10.17815/jlsrf-8-187 ">https://doi.org/10.17815/jlsrf-8-187
    </a>
  bibtex: '@article{Bauer_Kenter_Lass_Mazur_Meyer_Nitsche_Riebler_Schade_Schwarz_Winnwa_et
    al._2024, title={Noctua 2 Supercomputer}, volume={9}, DOI={<a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>}, journal={Journal of large-scale research facilities},
    author={Bauer, Carsten and Kenter, Tobias and Lass, Michael and Mazur, Lukas and
    Meyer, Marius and Nitsche, Holger and Riebler, Heinrich and Schade, Robert and
    Schwarz, Michael and Winnwa, Nils and et al.}, year={2024} }'
  chicago: Bauer, Carsten, Tobias Kenter, Michael Lass, Lukas Mazur, Marius Meyer,
    Holger Nitsche, Heinrich Riebler, et al. “Noctua 2 Supercomputer.” <i>Journal
    of Large-Scale Research Facilities</i> 9 (2024). <a href="https://doi.org/10.17815/jlsrf-8-187
    ">https://doi.org/10.17815/jlsrf-8-187 </a>.
  ieee: 'C. Bauer <i>et al.</i>, “Noctua 2 Supercomputer,” <i>Journal of large-scale
    research facilities</i>, vol. 9, 2024, doi: <a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>.'
  mla: Bauer, Carsten, et al. “Noctua 2 Supercomputer.” <i>Journal of Large-Scale
    Research Facilities</i>, vol. 9, 2024, doi:<a href="https://doi.org/10.17815/jlsrf-8-187
    ">10.17815/jlsrf-8-187 </a>.
  short: C. Bauer, T. Kenter, M. Lass, L. Mazur, M. Meyer, H. Nitsche, H. Riebler,
    R. Schade, M. Schwarz, N. Winnwa, A. Wiens, X. Wu, C. Plessl, J. Simon, Journal
    of Large-Scale Research Facilities 9 (2024).
date_created: 2024-04-26T07:39:41Z
date_updated: 2024-04-26T08:44:30Z
ddc:
- '004'
department:
- _id: '27'
- _id: '518'
doi: '10.17815/jlsrf-8-187 '
file:
- access_level: open_access
  content_type: application/pdf
  creator: deffel
  date_created: 2024-04-26T07:30:20Z
  date_updated: 2024-04-26T08:35:17Z
  file_id: '53664'
  file_name: Noctua2_Supercomputer.pdf
  file_size: 3825480
  relation: main_file
file_date_updated: 2024-04-26T08:35:17Z
has_accepted_license: '1'
intvolume: '         9'
keyword:
- Noctua 2
- Supercomputer
- FPGA
- PC2
- Paderborn Center for Parallel Computing
language:
- iso: eng
oa: '1'
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: Journal of large-scale research facilities
publication_status: published
status: public
title: Noctua 2 Supercomputer
type: journal_article
user_id: '8961'
volume: 9
year: '2024'
...
---
_id: '46547'
author:
- first_name: Andrea
  full_name: Rogolino, Andrea
  last_name: Rogolino
- first_name: José B. G.
  full_name: Filho, José B. G.
  last_name: Filho
- first_name: Lorena
  full_name: Fritsch, Lorena
  id: '44418'
  last_name: Fritsch
- first_name: José D.
  full_name: Ardisson, José D.
  last_name: Ardisson
- first_name: Marcos A. R.
  full_name: da Silva, Marcos A. R.
  last_name: da Silva
- first_name: Gabriel Ali
  full_name: Atta Diab, Gabriel Ali
  last_name: Atta Diab
- first_name: Ingrid Fernandes
  full_name: Silva, Ingrid Fernandes
  last_name: Silva
- first_name: Carlos André Ferreira
  full_name: Moraes, Carlos André Ferreira
  last_name: Moraes
- first_name: Moacir Rossi
  full_name: Forim, Moacir Rossi
  last_name: Forim
- first_name: Matthias
  full_name: Bauer, Matthias
  id: '47241'
  last_name: Bauer
  orcid: 0000-0002-9294-6076
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  last_name: Kühne
- first_name: Markus
  full_name: Antonietti, Markus
  last_name: Antonietti
- first_name: Ivo F.
  full_name: Teixeira, Ivo F.
  last_name: Teixeira
citation:
  ama: Rogolino A, Filho JBG, Fritsch L, et al. Direct Synthesis of Acetone by Aerobic
    Propane Oxidation Promoted by Photoactive Iron(III) Chloride under Mild Conditions.
    <i>ACS Catalysis</i>. 2023;13(13):8662-8669. doi:<a href="https://doi.org/10.1021/acscatal.3c02092">10.1021/acscatal.3c02092</a>
  apa: Rogolino, A., Filho, J. B. G., Fritsch, L., Ardisson, J. D., da Silva, M. A.
    R., Atta Diab, G. A., Silva, I. F., Moraes, C. A. F., Forim, M. R., Bauer, M.,
    Kühne, T. D., Antonietti, M., &#38; Teixeira, I. F. (2023). Direct Synthesis of
    Acetone by Aerobic Propane Oxidation Promoted by Photoactive Iron(III) Chloride
    under Mild Conditions. <i>ACS Catalysis</i>, <i>13</i>(13), 8662–8669. <a href="https://doi.org/10.1021/acscatal.3c02092">https://doi.org/10.1021/acscatal.3c02092</a>
  bibtex: '@article{Rogolino_Filho_Fritsch_Ardisson_da Silva_Atta Diab_Silva_Moraes_Forim_Bauer_et
    al._2023, title={Direct Synthesis of Acetone by Aerobic Propane Oxidation Promoted
    by Photoactive Iron(III) Chloride under Mild Conditions}, volume={13}, DOI={<a
    href="https://doi.org/10.1021/acscatal.3c02092">10.1021/acscatal.3c02092</a>},
    number={13}, journal={ACS Catalysis}, publisher={American Chemical Society (ACS)},
    author={Rogolino, Andrea and Filho, José B. G. and Fritsch, Lorena and Ardisson,
    José D. and da Silva, Marcos A. R. and Atta Diab, Gabriel Ali and Silva, Ingrid
    Fernandes and Moraes, Carlos André Ferreira and Forim, Moacir Rossi and Bauer,
    Matthias and et al.}, year={2023}, pages={8662–8669} }'
  chicago: 'Rogolino, Andrea, José B. G. Filho, Lorena Fritsch, José D. Ardisson,
    Marcos A. R. da Silva, Gabriel Ali Atta Diab, Ingrid Fernandes Silva, et al. “Direct
    Synthesis of Acetone by Aerobic Propane Oxidation Promoted by Photoactive Iron(III)
    Chloride under Mild Conditions.” <i>ACS Catalysis</i> 13, no. 13 (2023): 8662–69.
    <a href="https://doi.org/10.1021/acscatal.3c02092">https://doi.org/10.1021/acscatal.3c02092</a>.'
  ieee: 'A. Rogolino <i>et al.</i>, “Direct Synthesis of Acetone by Aerobic Propane
    Oxidation Promoted by Photoactive Iron(III) Chloride under Mild Conditions,” <i>ACS
    Catalysis</i>, vol. 13, no. 13, pp. 8662–8669, 2023, doi: <a href="https://doi.org/10.1021/acscatal.3c02092">10.1021/acscatal.3c02092</a>.'
  mla: Rogolino, Andrea, et al. “Direct Synthesis of Acetone by Aerobic Propane Oxidation
    Promoted by Photoactive Iron(III) Chloride under Mild Conditions.” <i>ACS Catalysis</i>,
    vol. 13, no. 13, American Chemical Society (ACS), 2023, pp. 8662–69, doi:<a href="https://doi.org/10.1021/acscatal.3c02092">10.1021/acscatal.3c02092</a>.
  short: A. Rogolino, J.B.G. Filho, L. Fritsch, J.D. Ardisson, M.A.R. da Silva, G.A.
    Atta Diab, I.F. Silva, C.A.F. Moraes, M.R. Forim, M. Bauer, T.D. Kühne, M. Antonietti,
    I.F. Teixeira, ACS Catalysis 13 (2023) 8662–8669.
date_created: 2023-08-16T14:44:11Z
date_updated: 2024-03-07T09:34:41Z
doi: 10.1021/acscatal.3c02092
intvolume: '        13'
issue: '13'
keyword:
- Catalysis
- General Chemistry
- pc2-ressources
- Computing Resources Provided by the Paderborn Center for Parallel Computing
language:
- iso: eng
page: 8662-8669
publication: ACS Catalysis
publication_identifier:
  issn:
  - 2155-5435
  - 2155-5435
publication_status: published
publisher: American Chemical Society (ACS)
status: public
title: Direct Synthesis of Acetone by Aerobic Propane Oxidation Promoted by Photoactive
  Iron(III) Chloride under Mild Conditions
type: journal_article
user_id: '44418'
volume: 13
year: '2023'
...
---
_id: '21208'
abstract:
- lang: eng
  text: <jats:p>Heterogeneous platforms with FPGAs have started to be employed in
    the High-Performance Computing (HPC) field to improve performance and overall
    efficiency. These platforms allow the use of specialized hardware to accelerate
    software applications, but require the software to be adapted in what can be a
    prolonged and complex process. The main goal of this work is to describe and evaluate
    mechanisms that can transparently transfer the control flow between CPU and FPGA
    within the scope of HPC. Combining such a mechanism with transparent software
    profiling and accelerator configuration could lead to an automatic way of accelerating
    regular applications. In this work, a mechanism based on the ptrace system call
    is proposed, and its performance on the Intel Xeon+FPGA platform is evaluated.
    The feasibility of the proposed approach is demonstrated by a working prototype
    that performs the transparent control flow transfer of any function call to a
    matching hardware accelerator. This approach is more general than shared library
    interposition at the cost of a small time overhead in each accelerator use (about
    1.3ms in the prototype implementation).</jats:p>
article_number: '406'
author:
- first_name: Daniel
  full_name: Granhão, Daniel
  last_name: Granhão
- first_name: João Canas
  full_name: Canas Ferreira, João Canas
  last_name: Canas Ferreira
citation:
  ama: Granhão D, Canas Ferreira JC. Transparent Control Flow Transfer between CPU
    and Accelerators for HPC. <i>Electronics</i>. 2021. doi:<a href="https://doi.org/10.3390/electronics10040406">10.3390/electronics10040406</a>
  apa: Granhão, D., &#38; Canas Ferreira, J. C. (2021). Transparent Control Flow Transfer
    between CPU and Accelerators for HPC. <i>Electronics</i>. <a href="https://doi.org/10.3390/electronics10040406">https://doi.org/10.3390/electronics10040406</a>
  bibtex: '@article{Granhão_Canas Ferreira_2021, title={Transparent Control Flow Transfer
    between CPU and Accelerators for HPC}, DOI={<a href="https://doi.org/10.3390/electronics10040406">10.3390/electronics10040406</a>},
    number={406}, journal={Electronics}, author={Granhão, Daniel and Canas Ferreira,
    João Canas}, year={2021} }'
  chicago: Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow
    Transfer between CPU and Accelerators for HPC.” <i>Electronics</i>, 2021. <a href="https://doi.org/10.3390/electronics10040406">https://doi.org/10.3390/electronics10040406</a>.
  ieee: D. Granhão and J. C. Canas Ferreira, “Transparent Control Flow Transfer between
    CPU and Accelerators for HPC,” <i>Electronics</i>, 2021.
  mla: Granhão, Daniel, and João Canas Canas Ferreira. “Transparent Control Flow Transfer
    between CPU and Accelerators for HPC.” <i>Electronics</i>, 406, 2021, doi:<a href="https://doi.org/10.3390/electronics10040406">10.3390/electronics10040406</a>.
  short: D. Granhão, J.C. Canas Ferreira, Electronics (2021).
date_created: 2021-02-12T07:22:03Z
date_updated: 2022-01-06T06:54:49Z
doi: 10.3390/electronics10040406
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Electronics
publication_identifier:
  issn:
  - 2079-9292
publication_status: published
status: public
title: Transparent Control Flow Transfer between CPU and Accelerators for HPC
type: journal_article
user_id: '61189'
year: '2021'
...
---
_id: '35131'
abstract:
- lang: eng
  text: An FPGA accelerator for the computation of the semi-global Levenshtein distance
    between a pattern and a reference text is presented. The accelerator provides
    an important benefit to reduce the execution time of read-mappers used in short-read
    genomic sequencing. Previous attempts to solve the same problem in FPGA use the
    Myers algorithm following a column approach to compute the dynamic programming
    table. We use an approach based on diagonals that allows for some resource savings
    while maintaining a very high throughput of 1 alignment per clock cycle. The design
    is implemented in OpenCL and tested on two FPGA accelerators. The maximum performance
    obtained is 91.5 MPairs/s for 100 × 120 sequences and 47 MPairs/s for 300 × 360
    sequences, the highest ever reported for this problem.
author:
- first_name: David
  full_name: Castells-Rufas, David
  last_name: Castells-Rufas
- first_name: Santiago
  full_name: Marco-Sola, Santiago
  last_name: Marco-Sola
- first_name: Quim
  full_name: Aguado-Puig, Quim
  last_name: Aguado-Puig
- first_name: Antonio
  full_name: Espinosa-Morales, Antonio
  last_name: Espinosa-Morales
- first_name: Juan Carlos
  full_name: Moure, Juan Carlos
  last_name: Moure
- first_name: Lluc
  full_name: Alvarez, Lluc
  last_name: Alvarez
- first_name: Miquel
  full_name: Moreto, Miquel
  last_name: Moreto
citation:
  ama: 'Castells-Rufas D, Marco-Sola S, Aguado-Puig Q, et al. OpenCL-based FPGA Accelerator
    for Semi-Global Approximate String Matching Using Diagonal Bit-Vectors. In: <i>2021
    31st International Conference on Field-Programmable Logic and Applications (FPL)</i>.
    IEEE; 2021. doi:<a href="https://doi.org/10.1109/fpl53798.2021.00036">10.1109/fpl53798.2021.00036</a>'
  apa: Castells-Rufas, D., Marco-Sola, S., Aguado-Puig, Q., Espinosa-Morales, A.,
    Moure, J. C., Alvarez, L., &#38; Moreto, M. (2021). OpenCL-based FPGA Accelerator
    for Semi-Global Approximate String Matching Using Diagonal Bit-Vectors. <i>2021
    31st International Conference on Field-Programmable Logic and Applications (FPL)</i>.
    <a href="https://doi.org/10.1109/fpl53798.2021.00036">https://doi.org/10.1109/fpl53798.2021.00036</a>
  bibtex: '@inproceedings{Castells-Rufas_Marco-Sola_Aguado-Puig_Espinosa-Morales_Moure_Alvarez_Moreto_2021,
    title={OpenCL-based FPGA Accelerator for Semi-Global Approximate String Matching
    Using Diagonal Bit-Vectors}, DOI={<a href="https://doi.org/10.1109/fpl53798.2021.00036">10.1109/fpl53798.2021.00036</a>},
    booktitle={2021 31st International Conference on Field-Programmable Logic and
    Applications (FPL)}, publisher={IEEE}, author={Castells-Rufas, David and Marco-Sola,
    Santiago and Aguado-Puig, Quim and Espinosa-Morales, Antonio and Moure, Juan Carlos
    and Alvarez, Lluc and Moreto, Miquel}, year={2021} }'
  chicago: Castells-Rufas, David, Santiago Marco-Sola, Quim Aguado-Puig, Antonio Espinosa-Morales,
    Juan Carlos Moure, Lluc Alvarez, and Miquel Moreto. “OpenCL-Based FPGA Accelerator
    for Semi-Global Approximate String Matching Using Diagonal Bit-Vectors.” In <i>2021
    31st International Conference on Field-Programmable Logic and Applications (FPL)</i>.
    IEEE, 2021. <a href="https://doi.org/10.1109/fpl53798.2021.00036">https://doi.org/10.1109/fpl53798.2021.00036</a>.
  ieee: 'D. Castells-Rufas <i>et al.</i>, “OpenCL-based FPGA Accelerator for Semi-Global
    Approximate String Matching Using Diagonal Bit-Vectors,” 2021, doi: <a href="https://doi.org/10.1109/fpl53798.2021.00036">10.1109/fpl53798.2021.00036</a>.'
  mla: Castells-Rufas, David, et al. “OpenCL-Based FPGA Accelerator for Semi-Global
    Approximate String Matching Using Diagonal Bit-Vectors.” <i>2021 31st International
    Conference on Field-Programmable Logic and Applications (FPL)</i>, IEEE, 2021,
    doi:<a href="https://doi.org/10.1109/fpl53798.2021.00036">10.1109/fpl53798.2021.00036</a>.
  short: 'D. Castells-Rufas, S. Marco-Sola, Q. Aguado-Puig, A. Espinosa-Morales, J.C.
    Moure, L. Alvarez, M. Moreto, in: 2021 31st International Conference on Field-Programmable
    Logic and Applications (FPL), IEEE, 2021.'
date_created: 2023-01-03T10:05:13Z
date_updated: 2024-01-22T09:56:25Z
doi: 10.1109/fpl53798.2021.00036
keyword:
- pc2-harp-ressources
language:
- iso: eng
project:
- _id: '52'
  name: 'PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing'
publication: 2021 31st International Conference on Field-Programmable Logic and Applications
  (FPL)
publication_status: published
publisher: IEEE
quality_controlled: '1'
status: public
title: OpenCL-based FPGA Accelerator for Semi-Global Approximate String Matching Using
  Diagonal Bit-Vectors
type: conference
user_id: '3145'
year: '2021'
...
---
_id: '19501'
article_number: '231102'
author:
- first_name: Bin
  full_name: Zhao, Bin
  last_name: Zhao
- first_name: Uwe
  full_name: Manthe, Uwe
  last_name: Manthe
citation:
  ama: Zhao B, Manthe U. Non-adiabatic transitions in the reaction of fluorine with
    methane. <i>The Journal of Chemical Physics</i>. 2020. doi:<a href="https://doi.org/10.1063/5.0013852">10.1063/5.0013852</a>
  apa: Zhao, B., &#38; Manthe, U. (2020). Non-adiabatic transitions in the reaction
    of fluorine with methane. <i>The Journal of Chemical Physics</i>. <a href="https://doi.org/10.1063/5.0013852">https://doi.org/10.1063/5.0013852</a>
  bibtex: '@article{Zhao_Manthe_2020, title={Non-adiabatic transitions in the reaction
    of fluorine with methane}, DOI={<a href="https://doi.org/10.1063/5.0013852">10.1063/5.0013852</a>},
    number={231102}, journal={The Journal of Chemical Physics}, author={Zhao, Bin
    and Manthe, Uwe}, year={2020} }'
  chicago: Zhao, Bin, and Uwe Manthe. “Non-Adiabatic Transitions in the Reaction of
    Fluorine with Methane.” <i>The Journal of Chemical Physics</i>, 2020. <a href="https://doi.org/10.1063/5.0013852">https://doi.org/10.1063/5.0013852</a>.
  ieee: B. Zhao and U. Manthe, “Non-adiabatic transitions in the reaction of fluorine
    with methane,” <i>The Journal of Chemical Physics</i>, 2020.
  mla: Zhao, Bin, and Uwe Manthe. “Non-Adiabatic Transitions in the Reaction of Fluorine
    with Methane.” <i>The Journal of Chemical Physics</i>, 231102, 2020, doi:<a href="https://doi.org/10.1063/5.0013852">10.1063/5.0013852</a>.
  short: B. Zhao, U. Manthe, The Journal of Chemical Physics (2020).
date_created: 2020-09-17T07:35:18Z
date_updated: 2022-01-06T06:54:06Z
doi: 10.1063/5.0013852
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: The Journal of Chemical Physics
publication_identifier:
  issn:
  - 0021-9606
  - 1089-7690
publication_status: published
status: public
title: Non-adiabatic transitions in the reaction of fluorine with methane
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '19503'
author:
- first_name: Marco
  full_name: Eckhoff, Marco
  last_name: Eckhoff
- first_name: Peter E.
  full_name: Blöchl, Peter E.
  last_name: Blöchl
- first_name: Jörg
  full_name: Behler, Jörg
  last_name: Behler
citation:
  ama: Eckhoff M, Blöchl PE, Behler J. Hybrid density functional theory benchmark
    study on lithium manganese oxides. <i>Physical Review B</i>. 2020. doi:<a href="https://doi.org/10.1103/physrevb.101.205113">10.1103/physrevb.101.205113</a>
  apa: Eckhoff, M., Blöchl, P. E., &#38; Behler, J. (2020). Hybrid density functional
    theory benchmark study on lithium manganese oxides. <i>Physical Review B</i>.
    <a href="https://doi.org/10.1103/physrevb.101.205113">https://doi.org/10.1103/physrevb.101.205113</a>
  bibtex: '@article{Eckhoff_Blöchl_Behler_2020, title={Hybrid density functional theory
    benchmark study on lithium manganese oxides}, DOI={<a href="https://doi.org/10.1103/physrevb.101.205113">10.1103/physrevb.101.205113</a>},
    journal={Physical Review B}, author={Eckhoff, Marco and Blöchl, Peter E. and Behler,
    Jörg}, year={2020} }'
  chicago: Eckhoff, Marco, Peter E. Blöchl, and Jörg Behler. “Hybrid Density Functional
    Theory Benchmark Study on Lithium Manganese Oxides.” <i>Physical Review B</i>,
    2020. <a href="https://doi.org/10.1103/physrevb.101.205113">https://doi.org/10.1103/physrevb.101.205113</a>.
  ieee: M. Eckhoff, P. E. Blöchl, and J. Behler, “Hybrid density functional theory
    benchmark study on lithium manganese oxides,” <i>Physical Review B</i>, 2020.
  mla: Eckhoff, Marco, et al. “Hybrid Density Functional Theory Benchmark Study on
    Lithium Manganese Oxides.” <i>Physical Review B</i>, 2020, doi:<a href="https://doi.org/10.1103/physrevb.101.205113">10.1103/physrevb.101.205113</a>.
  short: M. Eckhoff, P.E. Blöchl, J. Behler, Physical Review B (2020).
date_created: 2020-09-17T07:39:26Z
date_updated: 2022-01-06T06:54:06Z
doi: 10.1103/physrevb.101.205113
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Physical Review B
publication_identifier:
  issn:
  - 2469-9950
  - 2469-9969
publication_status: published
status: public
title: Hybrid density functional theory benchmark study on lithium manganese oxides
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '19507'
article_number: '1192'
author:
- first_name: Franziska
  full_name: Barkhausen, Franziska
  last_name: Barkhausen
- first_name: Stefan
  full_name: Schumacher, Stefan
  last_name: Schumacher
- first_name: Xuekai
  full_name: Ma, Xuekai
  last_name: Ma
citation:
  ama: Barkhausen F, Schumacher S, Ma X. Multistable circular currents of polariton
    condensates trapped in ring potentials. <i>Optics Letters</i>. 2020. doi:<a href="https://doi.org/10.1364/ol.386250">10.1364/ol.386250</a>
  apa: Barkhausen, F., Schumacher, S., &#38; Ma, X. (2020). Multistable circular currents
    of polariton condensates trapped in ring potentials. <i>Optics Letters</i>. <a
    href="https://doi.org/10.1364/ol.386250">https://doi.org/10.1364/ol.386250</a>
  bibtex: '@article{Barkhausen_Schumacher_Ma_2020, title={Multistable circular currents
    of polariton condensates trapped in ring potentials}, DOI={<a href="https://doi.org/10.1364/ol.386250">10.1364/ol.386250</a>},
    number={1192}, journal={Optics Letters}, author={Barkhausen, Franziska and Schumacher,
    Stefan and Ma, Xuekai}, year={2020} }'
  chicago: Barkhausen, Franziska, Stefan Schumacher, and Xuekai Ma. “Multistable Circular
    Currents of Polariton Condensates Trapped in Ring Potentials.” <i>Optics Letters</i>,
    2020. <a href="https://doi.org/10.1364/ol.386250">https://doi.org/10.1364/ol.386250</a>.
  ieee: F. Barkhausen, S. Schumacher, and X. Ma, “Multistable circular currents of
    polariton condensates trapped in ring potentials,” <i>Optics Letters</i>, 2020.
  mla: Barkhausen, Franziska, et al. “Multistable Circular Currents of Polariton Condensates
    Trapped in Ring Potentials.” <i>Optics Letters</i>, 1192, 2020, doi:<a href="https://doi.org/10.1364/ol.386250">10.1364/ol.386250</a>.
  short: F. Barkhausen, S. Schumacher, X. Ma, Optics Letters (2020).
date_created: 2020-09-17T07:50:19Z
date_updated: 2022-01-06T06:54:06Z
doi: 10.1364/ol.386250
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Optics Letters
publication_identifier:
  issn:
  - 0146-9592
  - 1539-4794
publication_status: published
status: public
title: Multistable circular currents of polariton condensates trapped in ring potentials
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '19511'
author:
- first_name: Matthias
  full_name: Pukrop, Matthias
  last_name: Pukrop
- first_name: Stefan
  full_name: Schumacher, Stefan
  last_name: Schumacher
citation:
  ama: Pukrop M, Schumacher S. Externally controlled Lotka-Volterra dynamics in a
    linearly polarized polariton fluid. <i>Physical Review E</i>. 2020. doi:<a href="https://doi.org/10.1103/physreve.101.012207">10.1103/physreve.101.012207</a>
  apa: Pukrop, M., &#38; Schumacher, S. (2020). Externally controlled Lotka-Volterra
    dynamics in a linearly polarized polariton fluid. <i>Physical Review E</i>. <a
    href="https://doi.org/10.1103/physreve.101.012207">https://doi.org/10.1103/physreve.101.012207</a>
  bibtex: '@article{Pukrop_Schumacher_2020, title={Externally controlled Lotka-Volterra
    dynamics in a linearly polarized polariton fluid}, DOI={<a href="https://doi.org/10.1103/physreve.101.012207">10.1103/physreve.101.012207</a>},
    journal={Physical Review E}, author={Pukrop, Matthias and Schumacher, Stefan},
    year={2020} }'
  chicago: Pukrop, Matthias, and Stefan Schumacher. “Externally Controlled Lotka-Volterra
    Dynamics in a Linearly Polarized Polariton Fluid.” <i>Physical Review E</i>, 2020.
    <a href="https://doi.org/10.1103/physreve.101.012207">https://doi.org/10.1103/physreve.101.012207</a>.
  ieee: M. Pukrop and S. Schumacher, “Externally controlled Lotka-Volterra dynamics
    in a linearly polarized polariton fluid,” <i>Physical Review E</i>, 2020.
  mla: Pukrop, Matthias, and Stefan Schumacher. “Externally Controlled Lotka-Volterra
    Dynamics in a Linearly Polarized Polariton Fluid.” <i>Physical Review E</i>, 2020,
    doi:<a href="https://doi.org/10.1103/physreve.101.012207">10.1103/physreve.101.012207</a>.
  short: M. Pukrop, S. Schumacher, Physical Review E (2020).
date_created: 2020-09-17T07:56:54Z
date_updated: 2022-01-06T06:54:06Z
doi: 10.1103/physreve.101.012207
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Physical Review E
publication_identifier:
  issn:
  - 2470-0045
  - 2470-0053
publication_status: published
status: public
title: Externally controlled Lotka-Volterra dynamics in a linearly polarized polariton
  fluid
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '19560'
article_number: '101917'
author:
- first_name: Consuelo
  full_name: Parreño-Torres, Consuelo
  last_name: Parreño-Torres
- first_name: Ramon
  full_name: Alvarez-Valdes, Ramon
  last_name: Alvarez-Valdes
- first_name: Rubén
  full_name: Ruiz, Rubén
  last_name: Ruiz
- first_name: Kevin
  full_name: Tierney, Kevin
  last_name: Tierney
citation:
  ama: 'Parreño-Torres C, Alvarez-Valdes R, Ruiz R, Tierney K. Minimizing crane times
    in pre-marshalling problems. <i>Transportation Research Part E: Logistics and
    Transportation Review</i>. 2020. doi:<a href="https://doi.org/10.1016/j.tre.2020.101917">10.1016/j.tre.2020.101917</a>'
  apa: 'Parreño-Torres, C., Alvarez-Valdes, R., Ruiz, R., &#38; Tierney, K. (2020).
    Minimizing crane times in pre-marshalling problems. <i>Transportation Research
    Part E: Logistics and Transportation Review</i>. <a href="https://doi.org/10.1016/j.tre.2020.101917">https://doi.org/10.1016/j.tre.2020.101917</a>'
  bibtex: '@article{Parreño-Torres_Alvarez-Valdes_Ruiz_Tierney_2020, title={Minimizing
    crane times in pre-marshalling problems}, DOI={<a href="https://doi.org/10.1016/j.tre.2020.101917">10.1016/j.tre.2020.101917</a>},
    number={101917}, journal={Transportation Research Part E: Logistics and Transportation
    Review}, author={Parreño-Torres, Consuelo and Alvarez-Valdes, Ramon and Ruiz,
    Rubén and Tierney, Kevin}, year={2020} }'
  chicago: 'Parreño-Torres, Consuelo, Ramon Alvarez-Valdes, Rubén Ruiz, and Kevin
    Tierney. “Minimizing Crane Times in Pre-Marshalling Problems.” <i>Transportation
    Research Part E: Logistics and Transportation Review</i>, 2020. <a href="https://doi.org/10.1016/j.tre.2020.101917">https://doi.org/10.1016/j.tre.2020.101917</a>.'
  ieee: 'C. Parreño-Torres, R. Alvarez-Valdes, R. Ruiz, and K. Tierney, “Minimizing
    crane times in pre-marshalling problems,” <i>Transportation Research Part E: Logistics
    and Transportation Review</i>, 2020.'
  mla: 'Parreño-Torres, Consuelo, et al. “Minimizing Crane Times in Pre-Marshalling
    Problems.” <i>Transportation Research Part E: Logistics and Transportation Review</i>,
    101917, 2020, doi:<a href="https://doi.org/10.1016/j.tre.2020.101917">10.1016/j.tre.2020.101917</a>.'
  short: 'C. Parreño-Torres, R. Alvarez-Valdes, R. Ruiz, K. Tierney, Transportation
    Research Part E: Logistics and Transportation Review (2020).'
date_created: 2020-09-18T07:52:23Z
date_updated: 2022-01-06T06:54:07Z
doi: 10.1016/j.tre.2020.101917
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: 'Transportation Research Part E: Logistics and Transportation Review'
publication_identifier:
  issn:
  - 1366-5545
publication_status: published
status: public
title: Minimizing crane times in pre-marshalling problems
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '19561'
author:
- first_name: Meinolf
  full_name: Sellmann, Meinolf
  last_name: Sellmann
- first_name: Kevin
  full_name: Tierney, Kevin
  last_name: Tierney
citation:
  ama: 'Sellmann M, Tierney K. Hyper-parameterized Dialectic Search for Non-linear
    Box-Constrained Optimization with Heterogenous Variable Types. In: <i>Lecture
    Notes in Computer Science</i>. Cham; 2020. doi:<a href="https://doi.org/10.1007/978-3-030-53552-0_12">10.1007/978-3-030-53552-0_12</a>'
  apa: Sellmann, M., &#38; Tierney, K. (2020). Hyper-parameterized Dialectic Search
    for Non-linear Box-Constrained Optimization with Heterogenous Variable Types.
    In <i>Lecture Notes in Computer Science</i>. Cham. <a href="https://doi.org/10.1007/978-3-030-53552-0_12">https://doi.org/10.1007/978-3-030-53552-0_12</a>
  bibtex: '@inbook{Sellmann_Tierney_2020, place={Cham}, title={Hyper-parameterized
    Dialectic Search for Non-linear Box-Constrained Optimization with Heterogenous
    Variable Types}, DOI={<a href="https://doi.org/10.1007/978-3-030-53552-0_12">10.1007/978-3-030-53552-0_12</a>},
    booktitle={Lecture Notes in Computer Science}, author={Sellmann, Meinolf and Tierney,
    Kevin}, year={2020} }'
  chicago: Sellmann, Meinolf, and Kevin Tierney. “Hyper-Parameterized Dialectic Search
    for Non-Linear Box-Constrained Optimization with Heterogenous Variable Types.”
    In <i>Lecture Notes in Computer Science</i>. Cham, 2020. <a href="https://doi.org/10.1007/978-3-030-53552-0_12">https://doi.org/10.1007/978-3-030-53552-0_12</a>.
  ieee: M. Sellmann and K. Tierney, “Hyper-parameterized Dialectic Search for Non-linear
    Box-Constrained Optimization with Heterogenous Variable Types,” in <i>Lecture
    Notes in Computer Science</i>, Cham, 2020.
  mla: Sellmann, Meinolf, and Kevin Tierney. “Hyper-Parameterized Dialectic Search
    for Non-Linear Box-Constrained Optimization with Heterogenous Variable Types.”
    <i>Lecture Notes in Computer Science</i>, 2020, doi:<a href="https://doi.org/10.1007/978-3-030-53552-0_12">10.1007/978-3-030-53552-0_12</a>.
  short: 'M. Sellmann, K. Tierney, in: Lecture Notes in Computer Science, Cham, 2020.'
date_created: 2020-09-18T07:54:06Z
date_updated: 2022-01-06T06:54:07Z
doi: 10.1007/978-3-030-53552-0_12
keyword:
- pc2-ressources
language:
- iso: eng
place: Cham
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Lecture Notes in Computer Science
publication_identifier:
  isbn:
  - '9783030535513'
  - '9783030535520'
  issn:
  - 0302-9743
  - 1611-3349
publication_status: published
status: public
title: Hyper-parameterized Dialectic Search for Non-linear Box-Constrained Optimization
  with Heterogenous Variable Types
type: book_chapter
user_id: '61189'
year: '2020'
...
---
_id: '19562'
author:
- first_name: Stefan
  full_name: Kuhlemann, Stefan
  last_name: Kuhlemann
- first_name: Kevin
  full_name: Tierney, Kevin
  last_name: Tierney
citation:
  ama: Kuhlemann S, Tierney K. A genetic algorithm for finding realistic sea routes
    considering the weather. <i>Journal of Heuristics</i>. 2020. doi:<a href="https://doi.org/10.1007/s10732-020-09449-7">10.1007/s10732-020-09449-7</a>
  apa: Kuhlemann, S., &#38; Tierney, K. (2020). A genetic algorithm for finding realistic
    sea routes considering the weather. <i>Journal of Heuristics</i>. <a href="https://doi.org/10.1007/s10732-020-09449-7">https://doi.org/10.1007/s10732-020-09449-7</a>
  bibtex: '@article{Kuhlemann_Tierney_2020, title={A genetic algorithm for finding
    realistic sea routes considering the weather}, DOI={<a href="https://doi.org/10.1007/s10732-020-09449-7">10.1007/s10732-020-09449-7</a>},
    journal={Journal of Heuristics}, author={Kuhlemann, Stefan and Tierney, Kevin},
    year={2020} }'
  chicago: Kuhlemann, Stefan, and Kevin Tierney. “A Genetic Algorithm for Finding
    Realistic Sea Routes Considering the Weather.” <i>Journal of Heuristics</i>, 2020.
    <a href="https://doi.org/10.1007/s10732-020-09449-7">https://doi.org/10.1007/s10732-020-09449-7</a>.
  ieee: S. Kuhlemann and K. Tierney, “A genetic algorithm for finding realistic sea
    routes considering the weather,” <i>Journal of Heuristics</i>, 2020.
  mla: Kuhlemann, Stefan, and Kevin Tierney. “A Genetic Algorithm for Finding Realistic
    Sea Routes Considering the Weather.” <i>Journal of Heuristics</i>, 2020, doi:<a
    href="https://doi.org/10.1007/s10732-020-09449-7">10.1007/s10732-020-09449-7</a>.
  short: S. Kuhlemann, K. Tierney, Journal of Heuristics (2020).
date_created: 2020-09-18T07:56:45Z
date_updated: 2022-01-06T06:54:07Z
doi: 10.1007/s10732-020-09449-7
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Journal of Heuristics
publication_identifier:
  issn:
  - 1381-1231
  - 1572-9397
publication_status: published
status: public
title: A genetic algorithm for finding realistic sea routes considering the weather
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '17359'
abstract:
- lang: eng
  text: <jats:p>In this article, we focus on the acceleration of a chemical reaction
    simulation that relies on a system of stiff ordinary differential equation (ODEs)
    targeting heterogeneous computing systems with CPUs and field-programmable gate
    arrays (FPGAs). Specifically, we target an essential kernel of the coupled chemistry
    aerosol-tracer transport model to the Brazilian developments on the regional atmospheric
    modeling system (CCATT-BRAMS). We focus on a linear solve step using the QR factorization
    based on the modified Gram-Schmidt method as the basis of the ODE solver in this
    application. We target Intel hardware accelerator research program (HARP) architecture
    with the OpenCL programming environment for these early experiments. Our design
    exploration reveals a hardware design that is up to 4 times faster than the original
    iterative Jacobi method used in this solver. Still, even with hardware support,
    the overall performance of our QR-based hardware is lower than its original software
    version.</jats:p>
article_number: '843'
author:
- first_name: Carlos
  full_name: Alberto Oliveira de Souza Junior, Carlos
  last_name: Alberto Oliveira de Souza Junior
- first_name: João
  full_name: Bispo, João
  last_name: Bispo
- first_name: João M. P.
  full_name: Cardoso, João M. P.
  last_name: Cardoso
- first_name: Pedro C.
  full_name: Diniz, Pedro C.
  last_name: Diniz
- first_name: Eduardo
  full_name: Marques, Eduardo
  last_name: Marques
citation:
  ama: Alberto Oliveira de Souza Junior C, Bispo J, Cardoso JMP, Diniz PC, Marques
    E. Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving
    Stiff ODE Numerical Methods Using the HARP Hybrid Architecture. <i>Electronics</i>.
    2020. doi:<a href="https://doi.org/10.3390/electronics9050843">10.3390/electronics9050843</a>
  apa: Alberto Oliveira de Souza Junior, C., Bispo, J., Cardoso, J. M. P., Diniz,
    P. C., &#38; Marques, E. (2020). Exploration of FPGA-Based Hardware Designs for
    QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid
    Architecture. <i>Electronics</i>. <a href="https://doi.org/10.3390/electronics9050843">https://doi.org/10.3390/electronics9050843</a>
  bibtex: '@article{Alberto Oliveira de Souza Junior_Bispo_Cardoso_Diniz_Marques_2020,
    title={Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving
    Stiff ODE Numerical Methods Using the HARP Hybrid Architecture}, DOI={<a href="https://doi.org/10.3390/electronics9050843">10.3390/electronics9050843</a>},
    number={843}, journal={Electronics}, author={Alberto Oliveira de Souza Junior,
    Carlos and Bispo, João and Cardoso, João M. P. and Diniz, Pedro C. and Marques,
    Eduardo}, year={2020} }'
  chicago: Alberto Oliveira de Souza Junior, Carlos, João Bispo, João M. P. Cardoso,
    Pedro C. Diniz, and Eduardo Marques. “Exploration of FPGA-Based Hardware Designs
    for QR Decomposition for Solving Stiff ODE Numerical Methods Using the HARP Hybrid
    Architecture.” <i>Electronics</i>, 2020. <a href="https://doi.org/10.3390/electronics9050843">https://doi.org/10.3390/electronics9050843</a>.
  ieee: C. Alberto Oliveira de Souza Junior, J. Bispo, J. M. P. Cardoso, P. C. Diniz,
    and E. Marques, “Exploration of FPGA-Based Hardware Designs for QR Decomposition
    for Solving Stiff ODE Numerical Methods Using the HARP Hybrid Architecture,” <i>Electronics</i>,
    2020.
  mla: Alberto Oliveira de Souza Junior, Carlos, et al. “Exploration of FPGA-Based
    Hardware Designs for QR Decomposition for Solving Stiff ODE Numerical Methods
    Using the HARP Hybrid Architecture.” <i>Electronics</i>, 843, 2020, doi:<a href="https://doi.org/10.3390/electronics9050843">10.3390/electronics9050843</a>.
  short: C. Alberto Oliveira de Souza Junior, J. Bispo, J.M.P. Cardoso, P.C. Diniz,
    E. Marques, Electronics (2020).
date_created: 2020-07-08T08:18:59Z
date_updated: 2022-01-06T06:53:09Z
doi: 10.3390/electronics9050843
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: Electronics
publication_identifier:
  issn:
  - 2079-9292
publication_status: published
status: public
title: Exploration of FPGA-Based Hardware Designs for QR Decomposition for Solving
  Stiff ODE Numerical Methods Using the HARP Hybrid Architecture
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '20496'
author:
- first_name: Martin
  full_name: Streiter, Martin
  last_name: Streiter
- first_name: Tillmann G.
  full_name: Fischer, Tillmann G.
  last_name: Fischer
- first_name: Christian
  full_name: Wiebeler, Christian
  last_name: Wiebeler
- first_name: Sebastian
  full_name: Reichert, Sebastian
  last_name: Reichert
- first_name: Jörn
  full_name: Langenickel, Jörn
  last_name: Langenickel
- first_name: Kirsten
  full_name: Zeitler, Kirsten
  last_name: Zeitler
- first_name: Carsten
  full_name: Deibel, Carsten
  last_name: Deibel
citation:
  ama: Streiter M, Fischer TG, Wiebeler C, et al. Impact of Chlorine on the Internal
    Transition Rates and Excited States of the Thermally Delayed Activated Fluorescence
    Molecule 3CzClIPN. <i>The Journal of Physical Chemistry C</i>. 2020:15007-15014.
    doi:<a href="https://doi.org/10.1021/acs.jpcc.0c03341">10.1021/acs.jpcc.0c03341</a>
  apa: Streiter, M., Fischer, T. G., Wiebeler, C., Reichert, S., Langenickel, J.,
    Zeitler, K., &#38; Deibel, C. (2020). Impact of Chlorine on the Internal Transition
    Rates and Excited States of the Thermally Delayed Activated Fluorescence Molecule
    3CzClIPN. <i>The Journal of Physical Chemistry C</i>, 15007–15014. <a href="https://doi.org/10.1021/acs.jpcc.0c03341">https://doi.org/10.1021/acs.jpcc.0c03341</a>
  bibtex: '@article{Streiter_Fischer_Wiebeler_Reichert_Langenickel_Zeitler_Deibel_2020,
    title={Impact of Chlorine on the Internal Transition Rates and Excited States
    of the Thermally Delayed Activated Fluorescence Molecule 3CzClIPN}, DOI={<a href="https://doi.org/10.1021/acs.jpcc.0c03341">10.1021/acs.jpcc.0c03341</a>},
    journal={The Journal of Physical Chemistry C}, author={Streiter, Martin and Fischer,
    Tillmann G. and Wiebeler, Christian and Reichert, Sebastian and Langenickel, Jörn
    and Zeitler, Kirsten and Deibel, Carsten}, year={2020}, pages={15007–15014} }'
  chicago: Streiter, Martin, Tillmann G. Fischer, Christian Wiebeler, Sebastian Reichert,
    Jörn Langenickel, Kirsten Zeitler, and Carsten Deibel. “Impact of Chlorine on
    the Internal Transition Rates and Excited States of the Thermally Delayed Activated
    Fluorescence Molecule 3CzClIPN.” <i>The Journal of Physical Chemistry C</i>, 2020,
    15007–14. <a href="https://doi.org/10.1021/acs.jpcc.0c03341">https://doi.org/10.1021/acs.jpcc.0c03341</a>.
  ieee: M. Streiter <i>et al.</i>, “Impact of Chlorine on the Internal Transition
    Rates and Excited States of the Thermally Delayed Activated Fluorescence Molecule
    3CzClIPN,” <i>The Journal of Physical Chemistry C</i>, pp. 15007–15014, 2020.
  mla: Streiter, Martin, et al. “Impact of Chlorine on the Internal Transition Rates
    and Excited States of the Thermally Delayed Activated Fluorescence Molecule 3CzClIPN.”
    <i>The Journal of Physical Chemistry C</i>, 2020, pp. 15007–14, doi:<a href="https://doi.org/10.1021/acs.jpcc.0c03341">10.1021/acs.jpcc.0c03341</a>.
  short: M. Streiter, T.G. Fischer, C. Wiebeler, S. Reichert, J. Langenickel, K. Zeitler,
    C. Deibel, The Journal of Physical Chemistry C (2020) 15007–15014.
date_created: 2020-11-25T07:19:15Z
date_updated: 2022-01-06T06:54:27Z
doi: 10.1021/acs.jpcc.0c03341
keyword:
- pc2-ressources
language:
- iso: eng
page: 15007-15014
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: The Journal of Physical Chemistry C
publication_identifier:
  issn:
  - 1932-7447
  - 1932-7455
publication_status: published
status: public
title: Impact of Chlorine on the Internal Transition Rates and Excited States of the
  Thermally Delayed Activated Fluorescence Molecule 3CzClIPN
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '16953'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>The C-type lectin receptor langerin
    plays a vital role in the mammalian defense against invading pathogens. Its function
    hinges on the affinity to its co-factor Ca<jats:sup>2+</jats:sup> which in turn
    is regulated by the pH. We studied the structural consequences of pro-tonating
    the allosteric pH-sensor histidine H294 by molecular dynamics simulations (total
    simulation time: about 120 μs) and Markov models. We discovered a mechanism in
    which the signal that the pH has dropped is transferred to the Ca<jats:sup>2+</jats:sup>-binding
    site without transferring the initial proton. Instead, protonation of H294 unlocks
    a conformation in which a protonated lysine side-chain forms a hydrogen bond with
    a Ca<jats:sup>2+</jats:sup>-coordinating aspartic acid. This destabilizes Ca<jats:sup>2+</jats:sup>
    in the binding pocket, which we probed by steered molecular dynamics. After Ca<jats:sup>2+</jats:sup>-release,
    the proton is likely transferred to the aspartic acid and stabilized by a dyad
    with a nearby glutamic acid, triggering a conformational transition and thus preventing
    Ca<jats:sup>2+</jats:sup>-rebinding.</jats:p>'
author:
- first_name: Jan-O.
  full_name: Joswig, Jan-O.
  last_name: Joswig
- first_name: Jennifer
  full_name: Anders, Jennifer
  last_name: Anders
- first_name: Hengxi
  full_name: Zhang, Hengxi
  last_name: Zhang
- first_name: Christoph
  full_name: Rademacher, Christoph
  last_name: Rademacher
- first_name: Bettina G.
  full_name: Keller, Bettina G.
  last_name: Keller
citation:
  ama: Joswig J-O, Anders J, Zhang H, Rademacher C, Keller BG. Molecular Mechanism
    of the pH-Dependent Calcium Affinity in Langerin. <i>bioRxiv</i>. 2020.
  apa: Joswig, J.-O., Anders, J., Zhang, H., Rademacher, C., &#38; Keller, B. G. (2020).
    Molecular Mechanism of the pH-Dependent Calcium Affinity in Langerin. <i>BioRxiv</i>.
  bibtex: '@article{Joswig_Anders_Zhang_Rademacher_Keller_2020, title={Molecular Mechanism
    of the pH-Dependent Calcium Affinity in Langerin}, journal={bioRxiv}, author={Joswig,
    Jan-O. and Anders, Jennifer and Zhang, Hengxi and Rademacher, Christoph and Keller,
    Bettina G.}, year={2020} }'
  chicago: Joswig, Jan-O., Jennifer Anders, Hengxi Zhang, Christoph Rademacher, and
    Bettina G. Keller. “Molecular Mechanism of the PH-Dependent Calcium Affinity in
    Langerin.” <i>BioRxiv</i>, 2020.
  ieee: J.-O. Joswig, J. Anders, H. Zhang, C. Rademacher, and B. G. Keller, “Molecular
    Mechanism of the pH-Dependent Calcium Affinity in Langerin,” <i>bioRxiv</i>. 2020.
  mla: Joswig, Jan-O., et al. “Molecular Mechanism of the PH-Dependent Calcium Affinity
    in Langerin.” <i>BioRxiv</i>, 2020.
  short: J.-O. Joswig, J. Anders, H. Zhang, C. Rademacher, B.G. Keller, BioRxiv (2020).
date_created: 2020-05-15T07:08:54Z
date_updated: 2022-01-06T06:53:00Z
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: bioRxiv
publication_status: published
status: public
title: Molecular Mechanism of the pH-Dependent Calcium Affinity in Langerin
type: preprint
user_id: '61189'
year: '2020'
...
---
_id: '16956'
article_number: '094503'
author:
- first_name: René Spencer
  full_name: Chatwell, René Spencer
  last_name: Chatwell
- first_name: Jadran
  full_name: Vrabec, Jadran
  last_name: Vrabec
citation:
  ama: Chatwell RS, Vrabec J. Bulk viscosity of liquid noble gases. <i>The Journal
    of Chemical Physics</i>. 2020. doi:<a href="https://doi.org/10.1063/1.5142364">10.1063/1.5142364</a>
  apa: Chatwell, R. S., &#38; Vrabec, J. (2020). Bulk viscosity of liquid noble gases.
    <i>The Journal of Chemical Physics</i>. <a href="https://doi.org/10.1063/1.5142364">https://doi.org/10.1063/1.5142364</a>
  bibtex: '@article{Chatwell_Vrabec_2020, title={Bulk viscosity of liquid noble gases},
    DOI={<a href="https://doi.org/10.1063/1.5142364">10.1063/1.5142364</a>}, number={094503},
    journal={The Journal of Chemical Physics}, author={Chatwell, René Spencer and
    Vrabec, Jadran}, year={2020} }'
  chicago: Chatwell, René Spencer, and Jadran Vrabec. “Bulk Viscosity of Liquid Noble
    Gases.” <i>The Journal of Chemical Physics</i>, 2020. <a href="https://doi.org/10.1063/1.5142364">https://doi.org/10.1063/1.5142364</a>.
  ieee: R. S. Chatwell and J. Vrabec, “Bulk viscosity of liquid noble gases,” <i>The
    Journal of Chemical Physics</i>, 2020.
  mla: Chatwell, René Spencer, and Jadran Vrabec. “Bulk Viscosity of Liquid Noble
    Gases.” <i>The Journal of Chemical Physics</i>, 094503, 2020, doi:<a href="https://doi.org/10.1063/1.5142364">10.1063/1.5142364</a>.
  short: R.S. Chatwell, J. Vrabec, The Journal of Chemical Physics (2020).
date_created: 2020-05-15T07:25:13Z
date_updated: 2022-01-06T06:53:00Z
doi: 10.1063/1.5142364
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: The Journal of Chemical Physics
publication_identifier:
  issn:
  - 0021-9606
  - 1089-7690
publication_status: published
status: public
title: Bulk viscosity of liquid noble gases
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '16957'
article_number: '119497'
author:
- first_name: Melinda A.
  full_name: Fodor, Melinda A.
  last_name: Fodor
- first_name: Zoltán
  full_name: Ható, Zoltán
  last_name: Ható
- first_name: Tamás
  full_name: Kristóf, Tamás
  last_name: Kristóf
- first_name: Mihály
  full_name: Pósfai, Mihály
  last_name: Pósfai
citation:
  ama: 'Fodor MA, Ható Z, Kristóf T, Pósfai M. The role of clay surfaces in the heterogeneous
    nucleation of calcite: Molecular dynamics simulations of cluster formation and
    attachment. <i>Chemical Geology</i>. 2020. doi:<a href="https://doi.org/10.1016/j.chemgeo.2020.119497">10.1016/j.chemgeo.2020.119497</a>'
  apa: 'Fodor, M. A., Ható, Z., Kristóf, T., &#38; Pósfai, M. (2020). The role of
    clay surfaces in the heterogeneous nucleation of calcite: Molecular dynamics simulations
    of cluster formation and attachment. <i>Chemical Geology</i>. <a href="https://doi.org/10.1016/j.chemgeo.2020.119497">https://doi.org/10.1016/j.chemgeo.2020.119497</a>'
  bibtex: '@article{Fodor_Ható_Kristóf_Pósfai_2020, title={The role of clay surfaces
    in the heterogeneous nucleation of calcite: Molecular dynamics simulations of
    cluster formation and attachment}, DOI={<a href="https://doi.org/10.1016/j.chemgeo.2020.119497">10.1016/j.chemgeo.2020.119497</a>},
    number={119497}, journal={Chemical Geology}, author={Fodor, Melinda A. and Ható,
    Zoltán and Kristóf, Tamás and Pósfai, Mihály}, year={2020} }'
  chicago: 'Fodor, Melinda A., Zoltán Ható, Tamás Kristóf, and Mihály Pósfai. “The
    Role of Clay Surfaces in the Heterogeneous Nucleation of Calcite: Molecular Dynamics
    Simulations of Cluster Formation and Attachment.” <i>Chemical Geology</i>, 2020.
    <a href="https://doi.org/10.1016/j.chemgeo.2020.119497">https://doi.org/10.1016/j.chemgeo.2020.119497</a>.'
  ieee: 'M. A. Fodor, Z. Ható, T. Kristóf, and M. Pósfai, “The role of clay surfaces
    in the heterogeneous nucleation of calcite: Molecular dynamics simulations of
    cluster formation and attachment,” <i>Chemical Geology</i>, 2020.'
  mla: 'Fodor, Melinda A., et al. “The Role of Clay Surfaces in the Heterogeneous
    Nucleation of Calcite: Molecular Dynamics Simulations of Cluster Formation and
    Attachment.” <i>Chemical Geology</i>, 119497, 2020, doi:<a href="https://doi.org/10.1016/j.chemgeo.2020.119497">10.1016/j.chemgeo.2020.119497</a>.'
  short: M.A. Fodor, Z. Ható, T. Kristóf, M. Pósfai, Chemical Geology (2020).
date_created: 2020-05-15T07:25:23Z
date_updated: 2022-01-06T06:53:00Z
doi: 10.1016/j.chemgeo.2020.119497
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Chemical Geology
publication_identifier:
  issn:
  - 0009-2541
publication_status: published
status: public
title: 'The role of clay surfaces in the heterogeneous nucleation of calcite: Molecular
  dynamics simulations of cluster formation and attachment'
type: journal_article
user_id: '61189'
year: '2020'
...
---
_id: '19504'
author:
- first_name: Chuan-Ding
  full_name: Dong, Chuan-Ding
  last_name: Dong
- first_name: Stefan
  full_name: Schumacher, Stefan
  last_name: Schumacher
citation:
  ama: 'Dong C-D, Schumacher S. Molecular Doping of PCPDT–BT Copolymers: Comparison
    of Molecular Complexes with and without Integer Charge Transfer. <i>The Journal
    of Physical Chemistry C</i>. 2019:30863-30870. doi:<a href="https://doi.org/10.1021/acs.jpcc.9b09970">10.1021/acs.jpcc.9b09970</a>'
  apa: 'Dong, C.-D., &#38; Schumacher, S. (2019). Molecular Doping of PCPDT–BT Copolymers:
    Comparison of Molecular Complexes with and without Integer Charge Transfer. <i>The
    Journal of Physical Chemistry C</i>, 30863–30870. <a href="https://doi.org/10.1021/acs.jpcc.9b09970">https://doi.org/10.1021/acs.jpcc.9b09970</a>'
  bibtex: '@article{Dong_Schumacher_2019, title={Molecular Doping of PCPDT–BT Copolymers:
    Comparison of Molecular Complexes with and without Integer Charge Transfer}, DOI={<a
    href="https://doi.org/10.1021/acs.jpcc.9b09970">10.1021/acs.jpcc.9b09970</a>},
    journal={The Journal of Physical Chemistry C}, author={Dong, Chuan-Ding and Schumacher,
    Stefan}, year={2019}, pages={30863–30870} }'
  chicago: 'Dong, Chuan-Ding, and Stefan Schumacher. “Molecular Doping of PCPDT–BT
    Copolymers: Comparison of Molecular Complexes with and without Integer Charge
    Transfer.” <i>The Journal of Physical Chemistry C</i>, 2019, 30863–70. <a href="https://doi.org/10.1021/acs.jpcc.9b09970">https://doi.org/10.1021/acs.jpcc.9b09970</a>.'
  ieee: 'C.-D. Dong and S. Schumacher, “Molecular Doping of PCPDT–BT Copolymers: Comparison
    of Molecular Complexes with and without Integer Charge Transfer,” <i>The Journal
    of Physical Chemistry C</i>, pp. 30863–30870, 2019.'
  mla: 'Dong, Chuan-Ding, and Stefan Schumacher. “Molecular Doping of PCPDT–BT Copolymers:
    Comparison of Molecular Complexes with and without Integer Charge Transfer.” <i>The
    Journal of Physical Chemistry C</i>, 2019, pp. 30863–70, doi:<a href="https://doi.org/10.1021/acs.jpcc.9b09970">10.1021/acs.jpcc.9b09970</a>.'
  short: C.-D. Dong, S. Schumacher, The Journal of Physical Chemistry C (2019) 30863–30870.
date_created: 2020-09-17T07:43:24Z
date_updated: 2022-01-06T06:54:06Z
doi: 10.1021/acs.jpcc.9b09970
keyword:
- pc2-ressources
language:
- iso: eng
page: 30863-30870
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: The Journal of Physical Chemistry C
publication_identifier:
  issn:
  - 1932-7447
  - 1932-7455
publication_status: published
status: public
title: 'Molecular Doping of PCPDT–BT Copolymers: Comparison of Molecular Complexes
  with and without Integer Charge Transfer'
type: journal_article
user_id: '61189'
year: '2019'
...
---
_id: '19513'
article_number: '123008'
author:
- first_name: Xuekai
  full_name: Ma, Xuekai
  last_name: Ma
- first_name: Yaroslav Y
  full_name: Kartashov, Yaroslav Y
  last_name: Kartashov
- first_name: Tingge
  full_name: Gao, Tingge
  last_name: Gao
- first_name: Stefan
  full_name: Schumacher, Stefan
  last_name: Schumacher
citation:
  ama: Ma X, Kartashov YY, Gao T, Schumacher S. Controllable high-speed polariton
    waves in a PT-symmetric lattice. <i>New Journal of Physics</i>. 2019. doi:<a href="https://doi.org/10.1088/1367-2630/ab5a9b">10.1088/1367-2630/ab5a9b</a>
  apa: Ma, X., Kartashov, Y. Y., Gao, T., &#38; Schumacher, S. (2019). Controllable
    high-speed polariton waves in a PT-symmetric lattice. <i>New Journal of Physics</i>.
    <a href="https://doi.org/10.1088/1367-2630/ab5a9b">https://doi.org/10.1088/1367-2630/ab5a9b</a>
  bibtex: '@article{Ma_Kartashov_Gao_Schumacher_2019, title={Controllable high-speed
    polariton waves in a PT-symmetric lattice}, DOI={<a href="https://doi.org/10.1088/1367-2630/ab5a9b">10.1088/1367-2630/ab5a9b</a>},
    number={123008}, journal={New Journal of Physics}, author={Ma, Xuekai and Kartashov,
    Yaroslav Y and Gao, Tingge and Schumacher, Stefan}, year={2019} }'
  chicago: Ma, Xuekai, Yaroslav Y Kartashov, Tingge Gao, and Stefan Schumacher. “Controllable
    High-Speed Polariton Waves in a PT-Symmetric Lattice.” <i>New Journal of Physics</i>,
    2019. <a href="https://doi.org/10.1088/1367-2630/ab5a9b">https://doi.org/10.1088/1367-2630/ab5a9b</a>.
  ieee: X. Ma, Y. Y. Kartashov, T. Gao, and S. Schumacher, “Controllable high-speed
    polariton waves in a PT-symmetric lattice,” <i>New Journal of Physics</i>, 2019.
  mla: Ma, Xuekai, et al. “Controllable High-Speed Polariton Waves in a PT-Symmetric
    Lattice.” <i>New Journal of Physics</i>, 123008, 2019, doi:<a href="https://doi.org/10.1088/1367-2630/ab5a9b">10.1088/1367-2630/ab5a9b</a>.
  short: X. Ma, Y.Y. Kartashov, T. Gao, S. Schumacher, New Journal of Physics (2019).
date_created: 2020-09-17T07:57:45Z
date_updated: 2022-01-06T06:54:06Z
doi: 10.1088/1367-2630/ab5a9b
keyword:
- pc2-ressources
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: New Journal of Physics
publication_identifier:
  issn:
  - 1367-2630
publication_status: published
status: public
title: Controllable high-speed polariton waves in a PT-symmetric lattice
type: journal_article
user_id: '61189'
year: '2019'
...
---
_id: '16411'
abstract:
- lang: eng
  text: FPGA devices have been proving to be good candidates to accelerate applications
    from different research topics. For instance, machine learning applications such
    as K-Means clustering usually relies on large amount of data to be processed,
    and, despite the performance offered by other architectures, FPGAs can offer better
    energy efficiency. With that in mind, Intel has launched a platform that integrates
    a multicore and an FPGA in the same package, enabling low latency and coherent
    fine-grained data offload. In this paper, we present a parallel implementation
    of the K-Means clustering algorithm, for this novel platform, using OpenCL language,
    and compared it against other platforms. We found that the CPU+FPGA platform was
    more energy efficient than the CPU-only approach from 70.71% to 85.92%, with Standard
    and Tiny input sizes respectively, and up to 68.21% of performance improvement
    was obtained with Tiny input size. Furthermore, it was up to 7.2×more energy efficient
    than an Intel® Xeon Phi ™, 21.5×than a cluster of Raspberry Pi boards, and 3.8×than
    the low-power MPPA-256 architecture, when the Standard input size was used.
author:
- first_name: Matheus A.
  full_name: Souza, Matheus A.
  last_name: Souza
- first_name: Lucas A.
  full_name: Maciel, Lucas A.
  last_name: Maciel
- first_name: Pedro Henrique
  full_name: Penna, Pedro Henrique
  last_name: Penna
- first_name: Henrique C.
  full_name: Freitas, Henrique C.
  last_name: Freitas
citation:
  ama: 'Souza MA, Maciel LA, Penna PH, Freitas HC. Energy Efficient Parallel K-Means
    Clustering for an Intel® Hybrid Multi-Chip Package. In: <i>2018 30th International
    Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)</i>.
    ; 2019. doi:<a href="https://doi.org/10.1109/cahpc.2018.8645850">10.1109/cahpc.2018.8645850</a>'
  apa: Souza, M. A., Maciel, L. A., Penna, P. H., &#38; Freitas, H. C. (2019). Energy
    Efficient Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package.
    In <i>2018 30th International Symposium on Computer Architecture and High Performance
    Computing (SBAC-PAD)</i>. <a href="https://doi.org/10.1109/cahpc.2018.8645850">https://doi.org/10.1109/cahpc.2018.8645850</a>
  bibtex: '@inproceedings{Souza_Maciel_Penna_Freitas_2019, title={Energy Efficient
    Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package}, DOI={<a
    href="https://doi.org/10.1109/cahpc.2018.8645850">10.1109/cahpc.2018.8645850</a>},
    booktitle={2018 30th International Symposium on Computer Architecture and High
    Performance Computing (SBAC-PAD)}, author={Souza, Matheus A. and Maciel, Lucas
    A. and Penna, Pedro Henrique and Freitas, Henrique C.}, year={2019} }'
  chicago: Souza, Matheus A., Lucas A. Maciel, Pedro Henrique Penna, and Henrique
    C. Freitas. “Energy Efficient Parallel K-Means Clustering for an Intel® Hybrid
    Multi-Chip Package.” In <i>2018 30th International Symposium on Computer Architecture
    and High Performance Computing (SBAC-PAD)</i>, 2019. <a href="https://doi.org/10.1109/cahpc.2018.8645850">https://doi.org/10.1109/cahpc.2018.8645850</a>.
  ieee: M. A. Souza, L. A. Maciel, P. H. Penna, and H. C. Freitas, “Energy Efficient
    Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip Package,” in <i>2018
    30th International Symposium on Computer Architecture and High Performance Computing
    (SBAC-PAD)</i>, 2019.
  mla: Souza, Matheus A., et al. “Energy Efficient Parallel K-Means Clustering for
    an Intel® Hybrid Multi-Chip Package.” <i>2018 30th International Symposium on
    Computer Architecture and High Performance Computing (SBAC-PAD)</i>, 2019, doi:<a
    href="https://doi.org/10.1109/cahpc.2018.8645850">10.1109/cahpc.2018.8645850</a>.
  short: 'M.A. Souza, L.A. Maciel, P.H. Penna, H.C. Freitas, in: 2018 30th International
    Symposium on Computer Architecture and High Performance Computing (SBAC-PAD),
    2019.'
date_created: 2020-04-06T09:41:41Z
date_updated: 2022-01-06T06:52:50Z
doi: 10.1109/cahpc.2018.8645850
keyword:
- pc2-harp-ressources
language:
- iso: eng
publication: 2018 30th International Symposium on Computer Architecture and High Performance
  Computing (SBAC-PAD)
publication_identifier:
  isbn:
  - '9781538677698'
publication_status: published
status: public
title: Energy Efficient Parallel K-Means Clustering for an Intel® Hybrid Multi-Chip
  Package
type: conference
user_id: '61189'
year: '2019'
...
