A Partitioned Global Address Space implementation of the European Centre for Medium Range Weather Forecasts Integrated Forecasting System

被引:14
|
作者
Mozdzynski, George [1 ]
Hamrud, Mats [1 ]
Wedi, Nils [1 ]
机构
[1] European Ctr Medium Range Weather Forecasts ECMWF, Reading RG2 9AX, Berks, England
来源
INTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS | 2015年 / 29卷 / 03期
关键词
PGAS; Fortran2008; Coarrays; SPHERICAL HARMONIC EXPANSIONS; FAST ALGORITHMS; MODEL;
D O I
10.1177/1094342015576773
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Today the European Centre for Medium Range Weather Forecasts (ECMWF) runs a 16 km global T1279 operational weather forecast model using 1536 cores of an IBM Power7. Following the historical evolution in resolution upgrades, the ECMWF could expect to be running a 2.5 km global forecast model by 2030 on an exascale system that should be available and hopefully affordable by then. To achieve this would require the Integrated Forecasting System (IFS) to run efficiently on about 1000 times the number of cores it uses today. In a step towards this goal, the ECMWF have demonstrated the IFS running a 10 km global model efficiently on over 40,000 cores of HECToR a Cray XE6 at the Edinburgh Parallel Computing Centre. However, getting to over a million cores remains a formidable challenge, and many scalability improvements have yet to be implemented. The ECMWF is exploring the use of Fortran2008 coarrays; in particular, it is possibly the first time that coarrays have been used in a world-leading production application within the context of OpenMP parallel regions. The purpose of these optimisations is primarily to allow the overlap of computation and communication, and further, in the semi-Lagrangian advection scheme, to reduce the volume of data communicated. The importance of this research is such that if these and other planned developments are successful, the IFS model may continue to use the spectral transform method to 2030 and beyond on an exascale-sized system. The current status of the coarray scalability developments within the IFS are described together with a brief outline of future developments.
引用
收藏
页码:261 / 273
页数:13
相关论文
共 50 条
  • [21] Multi-sensor analyses of the skin temperature for the assimilation of satellite radiances in the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS, cycle 47R1)
    Massart, Sebastien
    Bormann, Niels
    Bonavita, Massimo
    Lupu, Cristina
    GEOSCIENTIFIC MODEL DEVELOPMENT, 2021, 14 (09) : 5467 - 5485
  • [22] Learning skillful medium-range global weather forecasting
    Lam, Remi
    Sanchez-Gonzalez, Alvaro
    Willson, Matthew
    Wirnsberger, Peter
    Fortunato, Meire
    Alet, Ferran
    Ravuri, Suman
    Ewalds, Timo
    Eaton-Rosen, Zach
    Hu, Weihua
    Merose, Alexander
    Hoyer, Stephan
    Holland, George
    Vinyals, Oriol
    Stott, Jacklynn
    Pritzel, Alexander
    Mohamed, Shakir
    Battaglia, Peter
    SCIENCE, 2023, 382 (6677) : 1416 - 1421
  • [23] Global spectral medium range weather forecasting model on PARAM
    Purohit, SC
    Singh, TV
    Narayanan, PS
    Kaginalkar, A
    SUPERCOMPUTER, 1996, 12 (03): : 27 - 36
  • [24] The impact of observation systems on medium-range weather forecasting in a global forecast system
    Seung-On Hwang
    Song-You Hong
    Asia-Pacific Journal of Atmospheric Sciences, 2012, 48 : 159 - 170
  • [25] The Impact of Observation Systems on Medium-Range Weather Forecasting in a Global Forecast System
    Hwang, Seung-On
    Hong, Song-You
    ASIA-PACIFIC JOURNAL OF ATMOSPHERIC SCIENCES, 2012, 48 (02) : 159 - 170
  • [26] Improvements in medium range weather forecasting system of India
    Prasad, V. S.
    Mohandas, Saji
    Dutta, Surya Kanti
    Das Gupta, M.
    Iyengar, G. R.
    Rajagopal, E. N.
    Basu, Swati
    JOURNAL OF EARTH SYSTEM SCIENCE, 2014, 123 (02) : 247 - 258
  • [27] Improvements in medium range weather forecasting system of India
    V S PRASAD
    SAJI MOHANDAS
    SURYA KANTI DUTTA
    M DAS GUPTA
    G R IYENGAR
    E N RAJAGOPAL
    SWATI BASU
    Journal of Earth System Science, 2014, 123 : 247 - 258
  • [28] Medium Range Daily Reference Evapotranspiration Forecasting by Using ANN and Public Weather Forecasts
    Luo, Yufeng
    Traore, Seydou
    Lyu, Xinwei
    Wang, Weiguang
    Wang, Ying
    Xie, Yongyu
    Jiao, Xiyun
    Fipps, Guy
    WATER RESOURCES MANAGEMENT, 2015, 29 (10) : 3863 - 3876
  • [29] Medium Range Daily Reference Evapotranspiration Forecasting by Using ANN and Public Weather Forecasts
    Yufeng Luo
    Seydou Traore
    Xinwei Lyu
    Weiguang Wang
    Ying Wang
    Yongyu Xie
    Xiyun Jiao
    Guy Fipps
    Water Resources Management, 2015, 29 : 3863 - 3876
  • [30] A Runtime System for Finite Element Methods in a Partitioned Global Address Space
    Groth, Stefan
    Grunewald, Daniel
    Teich, Jurgen
    Hannig, Frank
    17TH ACM INTERNATIONAL CONFERENCE ON COMPUTING FRONTIERS 2020 (CF 2020), 2020, : 39 - 48