Co-designing Modular

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Estela Suarez (JSC) 20.11.2019 SC19, BoF Co-designing Modular Supercomputing The Research leading to these results has received funding from the European Commission's FP7 and H2020 Programmes, under Grant Agreements n° 287530, 610476, and 754304.

Transcript of Co-designing Modular

Page 1: Co-designing Modular

Estela Suarez (JSC)20.11.2019 – SC19, BoF

Co-designing Modular Supercomputing

The Research leading to these results has received funding from the European Commission's FP7 and H2020 Programmes, under Grant Agreements n° 287530, 610476, and 754304.

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Modular Supercomputing

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• E. Suarez*, N. Eicker, Th. Lippert, "Modular Supercomputing

Architecture: from idea to production", Chapter 9 in Contemporary

High Performance Computing: from Petascale toward Exascale,

Volume 3, pp 223-251, CRC Press. (2019)

• E. Suarez*, N. Eicker, and Th. Lippert, "Supercomputer Evolution at

JSC", Proceedings of the 2018 NIC Symposium, Vol.49, p.1-12,

(2018) [online: http://juser.fz-juelich.de/record/844072].

Composability of heterogeneous resources

• Cost-efficient scaling

• Orchestration software

• Fit application diversity

– Large-scale simulations

– Data analytics

– Machine- and Deep Learning

– Artificial Intelligence

Module 2

Booster

BN

BN

BN

BN

BN BN

BN

BN

BN

Module 1

Cluster

CN

CN

CN

CN

Module 6

Multi-tier

Storage

System

Storage system

Storage system

Module 3

Data Analytics

Module

AN AN AN

Module 5

Quantum

Module

QN QNModule 4

Neuromorphic

Module

NN NN

High-scale simulation

Deep Learningworkflow

Data Analyticsworkflow

E.Suarez – SC19 BoF

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DEEP-EST Prototype

E.Suarez – SC19 BoF 31

HW and SW co-designed with Applications

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E.Suarez – SC19 BoF

Applications drive HW+SW developments

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DLMOS

xPic GMM

So

urc

e: F

ZJ

xPic – Space Weather

Application on a Modular Supercomputer

DLMOS

Infe-rence

DPP

Training

xPicField

Solver Particle Solver

GMM

GMM

xPic: 35% gain (in 8 nodes)

E.Suarez – SC19 BoF 33

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The DEEP projects have received funding from the European Union’s Seventh Framework Programme (FP7) for research, technological development and demonstration and the Horion2020 (H2020) funding framework under grant agreement no. FP7-ICT-287530 (DEEP), FP7-ICT-610476 (DEEP-ER) and H2020-FETHPC-754304 (DEEP-EST).

www.deep-projects.eu

@DEEPprojects