Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2...

36
Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town

Transcript of Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2...

Page 1: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Square Kilometre ArrayBig Data Opportunity

Dr. Jasper HorrellSKA South Africa

SADC HPC Workshop, 2 Dec 2013, Cape Town

Page 2: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Outline

• SKA• Precursor: MeerKAT• Opportunity: Skills Development• Opportunity: Technology Development• Opportunity: Big Data Development

Page 3: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA

• Planned as by far the world’s largest radio telescope array(s). Fundamental science

• Extreme sensitivity• Extreme data generator• Global project. Ten member countries (5

more likely to join)• Phase 1 construction around 2020• 30-50 years operations• Price tag in billions of Euro

Page 4: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Members

• Ten countries – UK, Canada, Germany, Italy, Netherlands, Sweden, China, South Africa, Australia, New Zealand

• India currently joining• Four intend to join – Japan, South Korea,

France, USA• USA probably after 2020 (Decadal Review

of Astronomy)

Page 5: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Science

Page 6: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Dishes (artistic)

Page 7: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Dense Aperture Arrays (artistic)

Page 8: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Sparse Aperture Arrays (artistic)

Image credit: Swinburne Astronomy Productions

Page 9: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Proposed SKA construction timeline

• 2013 – 2016 Pre-construction, detailed design• 2014 – 2016 Members seek SKA1 funding, following

establishment of cost-cap and confirmation of SKA1 scope.• 2016/17 Establishment of new governance

arrangements for the SKA Organisation• 2017 Tender for and procure construction of SKA1• 2017 – 2020 Detailed design of SKA2• 2018 – 2021 Construction of SKA1• 2020 Early science with some components of SKA1• 2019 – 2021 Seek SKA2 construction funding• 2022 – 2027 Construction of SKA2

Long term project!

Page 10: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA in Africa

SA + 8 African Partner Countries at present

Page 11: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

11

On-site roads for MeerKAT core

Page 12: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

MeerKAT

Our design

Page 13: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

MeerKAT Foundation Pull Tests

Our design

Page 14: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Dish Assembly shed

Pedestal integration shed

Bunkered & RFI shielded

processor building and power room

Karoo Site Complex

Page 15: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Early 2013

Page 16: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Site Complex - Nov 2013

Page 17: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Extended dish assembly shed

Page 18: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Site Complex - Nov 2013

Page 19: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Bunkered data centre Nov 2013

Page 20: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Bunkered data centre support systems

Page 21: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.
Page 22: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

KAT-7 Science

22

Accepted for

publicatio

n

Pap

er a

bout

to b

e su

bmitt

ed

Page 23: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Resea

rch C

hair

Associ

ate

Profe

ssor

Join

t Pro

fess

orship

Lectu

rer

Resea

rch A

ssis

tant

Postdoct

oral F

ello

wPhD

MSc

NASSP Honours

Honours

Undergra

duate

Inte

rn

Btech

Natio

nal D

iplo

ma

(S1

to S

4)

Technic

ian -I

n-ser

vice

Tra

i...

Technic

ian in

Tra

inin

gFET

Total

0

100

200

300

400

500

600

5 2 2 3 1

4474

118

2042

102

9 10 17 13 127

492

Human Capital Development

Page 24: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Africa HCD workshop at KAT 7 site (2011)

Lots of enthusiasm to work with African universities

Page 25: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Astrophysics in Nairobi

• CONGRATULATIONS TO UNIVERSITY OF NAIROBI ON FIRST 18 GRADUATES IN ASTROPHYSICS

• A DIRECT RESULT OF SKA!• URGING THEM TO STAY IN THE FIELD –

DO HIGHER DEGREES

Page 26: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Post-graduate conference 2013

Page 27: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

Young Researchers

Page 28: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.
Page 29: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Pre-Construction Phase

• 2013 – 2016 for SKA Phase 1 specification and design

• Self-assembled consortia responded to RfP for self-funded work on SKA1 subsystems

• Work has commenced Nov 2013

Page 30: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Pre-Construction Phase

– Dishes– Central Signal Processor (correlator)– Telescope Manager (monitor and control)– Science Data Processor– Signal and Data Transport– Infrastructure and Power– Low frequency Sparse Aperture Arrays– Mid Frequency Dense Aperture Arrays– Phased array- & wideband single pixel feeds– Assembly Integration and Verification

Page 31: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

The Data Challenge

MeerKAT SKA Phase 1 SKA Phase 2*

Into Correlator 2 Tbps 50 Tbps up to 5 Pbps

Into Science Processor

0.4 Tbps 20 Tbps up to 500 Tbps

Into Archive 35 Gbps 300+ Gbps up to 2 Tbps

Compute load 200 TFlops 30+ PFlops 3+ EFlops

…IncomingData fromcollectors

Sw

itch

SwitchC

orrelatorB

eam

former

Science

Processor

Scien

ceA

rchive

* SKA Phase 2 data rates are still fairly speculative

Page 32: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Science Data Processor• Consortium led by University of Cambridge• Major radio astronomy research institutes are

members incl. SKA SA, ASTRON• Broad range of ICT companies expected to be

involved: Intel, IBM, NVIDIA, Cray, etc• ``Open Architecture Lab’’• RfP submission under evaluation by SKA Org• Work starting up• Phase 1 specification and design (through 2016)

Page 33: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA SA Collaboration

• SKA Consortia (incl. SA industry partners)• CASPER – DSP processing platforms (ROACH)• DOME - various aspects of HPC• Intel - next generation technology• IBM USA - machine learning• Nokia Siemens - data transport• CISCO• Many universities and institutes

Other discussions underway

Page 34: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.
Page 35: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.
Page 36: Square Kilometre Array Big Data Opportunity Dr. Jasper Horrell SKA South Africa SADC HPC Workshop, 2 Dec 2013, Cape Town.

SKA Opportunity– Not given on a plate– Catalyst for growth and change in Africa– New technologies, new science, new markets– Human capital development and skills - critical mass

of young engineers and scientists with expertise in next-generation technologies (e.g. Big Data; digital signal processing; HPC; control etc.) and science

– Strengthen fundamental and applied research– Stimulating interest in science and engineering– “Technology discussion not procurement” at this point

Global endeavour, global opportunity