computacao - RISC2 Project https://www.risc2-project.eu Wed, 06 Sep 2023 10:47:33 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 Developing Efficient Scientific Gateways for Bioinformatics in Supercomputer Environments Supported by Artificial Intelligence https://www.risc2-project.eu/2023/03/20/developing-efficient-scientific-gateways-for-bioinformatics-in-supercomputer-environments-supported-by-artificial-intelligence/ Mon, 20 Mar 2023 09:37:46 +0000 https://www.risc2-project.eu/?p=2781 Scientific gateways bring enormous benefits to end users by simplifying access and hiding the complexity of the underlying distributed computing infrastructure. Gateways require significant development and maintenance efforts. BioinfoPortal[1], through its CSGrid[2]  middleware, takes advantage of Santos Dumont [3] heterogeneous resources. However, task submission still requires a substantial step regarding deciding the best configuration that […]

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Scientific gateways bring enormous benefits to end users by simplifying access and hiding the complexity of the underlying distributed computing infrastructure. Gateways require significant development and maintenance efforts. BioinfoPortal[1], through its CSGrid[2]  middleware, takes advantage of Santos Dumont [3] heterogeneous resources. However, task submission still requires a substantial step regarding deciding the best configuration that leads to efficient execution. This project aims to develop green and intelligent scientific gateways for BioinfoPortal supported by high-performance computing environments (HPC) and specialised technologies such as scientific workflows, data mining, machine learning, and deep learning. The efficient analysis and interpretation of Big Data opens new challenges to explore molecular biology, genetics, biomedical, and healthcare to improve personalised diagnostics and therapeutics; finding new avenues to deal with this massive amount of information becomes necessary. New Bioinformatics and Computational Biology paradigms drive storage, management, and data access. HPC and Big Data advanced in this domain represent a vast new field of opportunities for bioinformatics researchers and a significant challenge. the BioinfoPortal science gateway is a multiuser Brazilian infrastructure. We present several challenges for efficiently executing applications and discuss the findings on improving the use of computational resources. We performed several large-scale bioinformatics experiments that are considered computationally intensive and time-consuming. We are currently coupling artificial intelligence to generate models to analyze computational and bioinformatics metadata to understand how automatic learning can predict computational resources’ efficient use. The computational executions are conducted at Santos Dumont, the largest supercomputer in Latin America, dedicated to the research community with 5.1 Petaflops and 36,472 computational cores distributed in 1,134 computational nodes.

By:

Carneiro, B. Fagundes, C. Osthoff, G. Freire, K. Ocaña, L. Cruz, L. Gadelha, M. Coelho, M. Galheigo, and R. Terra are with the National Laboratory of Scientific Computing, Rio de Janeiro, Brazil.

Carvalho is with the Federal Center for Technological Education Celso Suckow da Fonseca, Rio de Janeiro, Brazil.

Douglas Cardoso is with the Polytechnic Institute of Tomar, Portugal.

Boito and L, Teylo is with the University of Bordeaux, CNRS, Bordeaux INP, INRIA, LaBRI, Talence, France.

Navaux is with the Informatics Institute, the Federal University of Rio Grande do Sul, and Rio Grande do Sul, Brazil.

References:

Ocaña, K. A. C. S.; Galheigo, M.; Osthoff, C.; Gadelha, L. M. R.; Porto, F.; Gomes, A. T. A.; Oliveira, D.; Vasconcelos, A. T. BioinfoPortal: A scientific gateway for integrating bioinformatics applications on the Brazilian national high-performance computing network. Future Generation Computer Systems, v. 107, p. 192-214, 2020.

Mondelli, M. L.; Magalhães, T.; Loss, G.; Wilde, M.; Foster, I.; Mattoso, M. L. Q.; Katz, D. S.; Barbosa, H. J. C.; Vasconcelos, A. T. R.; Ocaña, K. A. C. S; Gadelha, L. BioWorkbench: A High-Performance Framework for Managing and Analyzing Bioinformatics Experiments. PeerJ, v. 1, p. 1, 2018.

Coelho, M.; Freire, G.; Ocaña, K.; Osthoff, C.; Galheigo, M.; Carneiro, A. R.; Boito, F.; Navaux, P.; Cardoso, D. O. Desenvolvimento de um Framework de Aprendizado de Máquina no Apoio a Gateways Científicos Verdes, Inteligentes e Eficientes: BioinfoPortal como Caso de Estudo Brasileiro In: XXIII Simpósio em Sistemas Computacionais de Alto Desempenho – WSCAD 2022 (https://wscad.ufsc.br/), 2022.

Terra, R.; Ocaña, K.; Osthoff, C.; Cruz, L.; Boito, F.; Navaux, P.; Carvalho, D. Framework para a Construção de Redes Filogenéticas em Ambiente de Computação de Alto Desempenho. In: XXIII Simpósio em Sistemas Computacionais de Alto Desempenho – WSCAD 2022 (https://wscad.ufsc.br/), 2022.

Ocaña, K.; Cruz, L.; Coelho, M.; Terra, R.; Galheigo, M.; Carneiro, A.; Carvalho, D.; Gadelha, L.; Boito, F.; Navaux, P.; Osthoff, C. ParslRNA-Seq: an efficient and scalable RNAseq analysis workflow for studies of differentiated gene expression. In: Latin America High-Performance Computing Conference (CARLA), 2022, Rio Grande do Sul, Brazil. Proceedings of the Latin American High-Performance Computing Conference – CARLA 2022 (http://www.carla22.org/), 2022.

[1] https://bioinfo.lncc.br/

[2] https://git.tecgraf.puc-rio.br/csbase-dev/csgrid/-/tree/CSGRID-2.3-LNCC

[3] https://https://sdumont.lncc.br

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Call for Proposals to Support High Performance Computing Centers FAPESP-MCTI-MCom-CGI.br https://www.risc2-project.eu/2023/01/12/call-for-proposals-to-support-high-performance-computing-centers-fapesp-mcti-mcom-cgi-br/ Thu, 12 Jan 2023 12:41:06 +0000 https://www.risc2-project.eu/?p=2648 The call is now open until March 31, 2023. The Call for High Performance Computing (HPC) Centers aims to support the acquisition of high performance computing equipment that can provide computational infrastructure to conduct research in all areas of knowledge that are intensive in computing resources. The resources necessary for the development of the infrastructure […]

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The call is now open until March 31, 2023.

The Call for High Performance Computing (HPC) Centers aims to support the acquisition of high performance computing equipment that can provide computational infrastructure to conduct research in all areas of knowledge that are intensive in computing resources. The resources necessary for the development of the infrastructure of the facilities to receive the high performance computing equipment are considered to be the responsibility of the proponent institutions and constitute the required counterpart for the presentation of the proposal. In addition, proposers must demonstrate a proven track record as an HPC center.

This program has the nature of creating infrastructure and is not intended to provide conventional funding for research projects that will eventually take advantage of the infrastructure supported here, and the support for the realization of such research projects should be sought in the lines of funding for research.

A portion of the maintenance costs of the equipment to be purchased may be requested in this Call. However, it is expected that proposals submitted to this Call will also propose other ways to cover equipment maintenance costs. No funds may be requested to cover costs for the maintenance of the building infrastructure and support for computer equipment, such as air conditioning and the like, which should be covered by funds contributed by the proponent institutions or from other sources. Furthermore, the costs of salaries and other charges related to the support staff that this Call for Proposals foresees should be available for the operation of the center cannot be requested in the proposals submitted to this Call for Proposals and are the sole responsibility of the proposing institutions. The proponents may foresee, in their business plan, charging for the provision of the services, provided that some level of gratuity is offered to users from academic institutions.

WHO?

This Call is open to Education or Research Institutions from all over Brazil, consortium or not, to support 1 center in the state of São Paulo and 1 or 2 centers in other Brazilian states, in a total amount of up to R$ 100 million. The center based in São Paulo may receive, in this Call, resources of up to R$ 50 million, and must meet the demand for high performance computing services within the entire state of São Paulo. The centers located in other states may receive resources of up to R$ 25 million, in the case of non-consortium projects, or up to R$ 50 million in the case of a consortium of several institutions that meet the demand for high performance computing services nationwide.

This Call is launched in the scope of FAPESP’s Multiuser Equipment Program – EMU and has an infra-structural nature.

Know more about this call here. 

 

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Projecto RISC2 distinguido por jornal internacional especializado em computação avançada https://www.risc2-project.eu/2022/11/23/projecto-risc2-distinguido-por-jornal-internacional-especializado-em-computacao-avancada/ Wed, 23 Nov 2022 09:01:54 +0000 https://www.risc2-project.eu/?p=2601 Yemoja https://www.risc2-project.eu/2022/04/21/sdumont-1nd-gen/ Thu, 21 Apr 2022 15:18:34 +0000 https://www.risc2-project.eu/?p=1855 Title: Yemoja System name: Yemoja Web Location: SENAI CIMATEC Country: Brazil Processor architecture:  SGI ICE X, Intel Xeon E5-2690v2 10C 3GHz, IB FDR. Cores: 17,200  Vendor: HPE Peak performance: TFlops (Theoretical): 412. Access policy: N/D

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  • Title: Yemoja
  • System name: Yemoja
  • Web
  • Location: SENAI CIMATEC
  • Country: Brazil
  • Processor architecture: 
    • SGI ICE X, Intel Xeon E5-2690v2 10C 3GHz, IB FDR. Cores: 17,200 
  • Vendor: HPE
  • Peak performance:
    • TFlops (Theoretical): 412.
  • Access policy: N/D
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    Coppe participa de projeto europeu em computação de alto desempenho https://www.risc2-project.eu/2022/02/10/br-coppe-participa-de-projeto-europeu-em-computacao-de-alto-desempenho/ Thu, 10 Feb 2022 14:17:52 +0000 https://www.risc2-project.eu/?p=1647 Projeto europeu estimula cooperação entre continentes para melhorar o desempenho em computação de alta performance https://www.risc2-project.eu/2022/01/27/pt-projeto-europeu-estimula-cooperacao-entre-continentes-para-melhorar-o-desempenho-em-computacao-de-alta-performance/ Thu, 27 Jan 2022 17:05:09 +0000 https://www.risc2-project.eu/?p=1581 Projeto europeu estimula cooperação entre continentes para melhorar o desempenho em computação de elevado desempenho https://www.risc2-project.eu/2022/01/27/pt-inesc-tec-website/ Thu, 27 Jan 2022 15:22:53 +0000 https://www.risc2-project.eu/?p=1567 Projeto europeu estimula cooperação entre continentes para melhorar o desempenho em computação de elevado desempenho https://www.risc2-project.eu/2021/12/17/bipinesctecmagazine/ Fri, 17 Dec 2021 15:08:00 +0000 https://www.risc2-project.eu/?p=1470 RISC2 with a strong presence at CARLA 2021 https://www.risc2-project.eu/2021/10/05/https-www-risc2-project-eu-2021-10-05-risc2-with-a-strong-presence-at-carla-2021/ Tue, 05 Oct 2021 08:20:04 +0000 http://192.168.10.124/risc/?p=1016 The RISC2 project participated at the Latin America High-Performance Computing Conference (CARLA 2021), which took place between September 27 and October 15, 2021, with 888 registered attendees from 25 different countries. The consortium of the RISC2 project participated in the organization of several activities during this international conference, within the scope of the collaboration between […]

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    The RISC2 project participated at the Latin America High-Performance Computing Conference (CARLA 2021), which took place between September 27 and October 15, 2021, with 888 registered attendees from 25 different countries. The consortium of the RISC2 project participated in the organization of several activities during this international conference, within the scope of the collaboration between Europe and Latin America communities, working on HPC-related topics.

    CARLA is an international conference aimed at providing a forum to foster the growth and strength of the High-Performance Computing (HPC) community in Latin America through the exchange and dissemination of new ideas, techniques, and research in HPC and its applications areas. The general chair of the 2021 edition is Isidoro Gitler, from Cinvestav, who coordinates and participates in all the event’s activities.

    Workshops

    Different partners of the RISC2 were involved in the organization of the scientific workshops as part of the CARLA 2021 conference. Between seven workshops organized to this conference, two of them are from the RISC2 consortium. The workshop on HPC Collaboration between Europe and Latin America took place online, on October 5, 2021. The goal was to provide a space dedicated to exchange experiences, towards the promotion and support of new collaborations across different countries of Europe and Latin America, within the framework of the recently launched ‘A network for supporting the coordination of High-Performance Computing research between Europe and Latin America’ (RISC2). This workshop achieved a maximum number of 55 participants, with Pedro Vieira Alberto, from the University of Coimbra, as one of the Invited Speakers. Ulisses Cortés, from Barcelona Supercomputing Center, presented the RISC2 project, as an example of HPC collaboration between Europe and Latin America. The chairs of this event were Ulisses Cortés and Rafael Mayo-García, from CIEMAT.

    Another workshop organized by the RISC2 team was the workshop on HPC an Energy, which was held online on October 4, with Álvaro Coutinho, from COPPE, as Chair. This workshop focused on HPC techniques applied to the energy sector, in order to improve and reform many industrial sectors. HPC can provide several solutions to the energy sector, e.g., oil and gas solutions in upstream, midstream, and downstream problems; improve wind energy performance; solve issues of combustion efficiency for transportation systems; making nuclear systems more efficient and safer; improving solar energy systems; optimizing wind energy systems; improving the quality and efficiency of seismic and geophysical simulations, etc.

    It is important to mention that Ginés Guerrero, from NLHPC, was one of the chairs of workshops organized by CARLA 2021.

    Tutorials

    Carla Osthoff, from Laboratório Nacional de Computação Científica, was Tutorial Chair Member of the 11 tutorials that were accepted at the CARLA 2021. CARLA 2021 provided tutorials and hands-on workshops for both introductory and advanced levels, specifically designed to undergraduate and master students all over Latin- American countries. There were two different periods: Fundamental Tutorials, which included six different tutorials the week before CARLA 2021, and Advanced Tutorials, with five different tutorials held a week after CARLA 2021. CARLA 2021 Tutorials were supported by Latin American, Caribbean, and European institutions.
    Esteban Mosckos, from the Universidad de Buenos Aires, was involved in the organization of two different tutorials: “OpenMP: Introduction to shared memory models” and “Introduction to Distributed Memory Models using MPI”. Both activities consisted of theory and hands-on exercises, lasting four hours, with close to 40 assistants each.

    The NLHPC partner was also responsible for a tutorial focused on Working with a resource manager on an HPC infrastructure, for the use of SLURM. Two more tutorials were organized by NLHPC, including, the tutorial on Performance Analysis Tools, with the participation of one of the members of the NLHPC Scientific Committee, and the other on Quantum Computing, with the participation of IBM.

    The CARLA 2021 conference had more than 30 institutions on the board committee and more than 115 in attendance, connected simultaneously.

    All the videos are available here.

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