Top Banner
38
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: Accelerating your research with Microsoft Azure
Page 2: Accelerating your research with Microsoft Azure

𝜌𝐷𝑣

𝐷𝑡= −𝛻𝑝 + 𝛻 ∙ 𝜯 + 𝒇

Page 3: Accelerating your research with Microsoft Azure

Data

Acquisition & modelling

Collaboration and

visualisation

Analysis & data mining

Dissemination & sharing

Archiving and preserving

fourthparadigm.org

Data-intensive Research

Page 4: Accelerating your research with Microsoft Azure

X-Info

• Data ingest

• Managing a petabyte

• Common schema

• How to organize it

• How to reorganize it

• How to share with others

• Query and Vis tools

• Building and executing models

• Integrating data and Literature

• Documenting experiments

• Curation and long-term

preservation

The Generic Problems

Experiments &Instruments

Simulations

Literature

Other Archives

facts

facts

facts

facts

Questions

Answers

Page 5: Accelerating your research with Microsoft Azure

Gartner: http://t.co/Co3EK1ERfN

Page 6: Accelerating your research with Microsoft Azure
Page 7: Accelerating your research with Microsoft Azure
Page 8: Accelerating your research with Microsoft Azure
Page 9: Accelerating your research with Microsoft Azure
Page 10: Accelerating your research with Microsoft Azure
Page 11: Accelerating your research with Microsoft Azure
Page 12: Accelerating your research with Microsoft Azure
Page 13: Accelerating your research with Microsoft Azure

https://www.youtube.com/watch?v=TJTSEPpFZaw

Page 14: Accelerating your research with Microsoft Azure
Page 15: Accelerating your research with Microsoft Azure
Page 16: Accelerating your research with Microsoft Azure

A-series

• 1-16 cores

• 0.75-112GB RAM

• 20-605 GB HDD

• Up to InfiniBand 40Gbit/s

RDMA network (MPI)

D-series

• 1-16 cores

• 3.5-112 GB RAM

• Up to 800GB SSD

G-series

• 32 cores

• 468 GB RAM

• 6.5 TB SSD

Page 17: Accelerating your research with Microsoft Azure
Page 18: Accelerating your research with Microsoft Azure

Parker MacCready: Univ. of Washington

Rob Fatland:, Wenming Ye, Nels Oscar, Microsoft Research

Page 19: Accelerating your research with Microsoft Azure
Page 20: Accelerating your research with Microsoft Azure

Modeling Workflow

Forcing Data

Processed into

Standard Format

Output

MODELModel-specific

Forcing Files

Raw Forcing

Data

Observations

Processed into

Standard Format

SKILL TESTRaw Observational

Data

Skill

Result

ROMS

Cluster

200 cores

1 week/year

2 TB

per model year

Standard

Post Processing

1 week

Page 21: Accelerating your research with Microsoft Azure

LiveOcean: Hybrid Architecture

HPClinux 150 cores

ForecastNetCDF files

LiveOcean

Server• Post Processing

• Pre-make .png “views”

• Archive NetCDF files

• API for web sites

• Admin.js

• Client.jsBlob Storage:

Forecast Copy

Science UserpythonAzure Table:

Log Info

Admin

Website

Client Websitehttp://mappable.azurewebsites.

net/liveocean/

Rivers

USGS

Atmosphere

UW WRFOcean

HYCOM

Page 22: Accelerating your research with Microsoft Azure
Page 23: Accelerating your research with Microsoft Azure
Page 24: Accelerating your research with Microsoft Azure
Page 25: Accelerating your research with Microsoft Azure

James Williams, SLAC CIO

Page 26: Accelerating your research with Microsoft Azure

ConnectTheDots.io

Page 27: Accelerating your research with Microsoft Azure
Page 28: Accelerating your research with Microsoft Azure
Page 29: Accelerating your research with Microsoft Azure
Page 30: Accelerating your research with Microsoft Azure

“The Azure for Research programme has helped the Marine Institute and our research partners understand how cloud computing can be used to advance collaborative marine research including by making on-demand compute and advanced analytical data services much more easily available to virtual research teams.”

Eoin O’Grady, Information Services and Development Manager, Marine Institute (Ireland)

Page 31: Accelerating your research with Microsoft Azure
Page 32: Accelerating your research with Microsoft Azure

British Library Labs cloud

analysis of digital catalogues,

including 19th Century books

scanned by Microsoft.@MechCuratorBot

mechanicalcurator.tumblr.com

Page 33: Accelerating your research with Microsoft Azure
Page 34: Accelerating your research with Microsoft Azure

RaaS

SaaS

PaaS

IaaS

Cloud Services

Research collaboration and data

lifecycle services

Data management, application

services, collaboration tools.

Programming abstractions,

database support, runtime

systems

Virtual machines, reliable

storage, provisioning tools,

network bandwidth

Research

Marketplace

Analytics services and expert

consulting

Domain specific applications

and data access

Advanced development tools

and libraries to SaaS

developers

Specially configured virtual

machine templates

Page 35: Accelerating your research with Microsoft Azure

www.azure4research.com

Page 36: Accelerating your research with Microsoft Azure

Use laptops &

desktop computers

Overwhelmed by

data

Finding analysis

ever more difficult;

sharing even

harder

www.azure4research.com

Page 37: Accelerating your research with Microsoft Azure

Azure for Research Russia Special Awards

• 250,000 compute hours, 20TB storage,

machine learning, NoSQL and more…

• Apply by 15 Aug’15 at

http://aka.ms/azureresearchrussia

Page 38: Accelerating your research with Microsoft Azure

http://aka.ms/azureresearchrussia