Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Intel Theater Presentation @ SC11
Search
Deepak Singh
November 19, 2011
Technology
220
6
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Intel Theater Presentation @ SC11
Presented at the Intel Theater at SC11
Deepak Singh
November 19, 2011
More Decks by Deepak Singh
See All by Deepak Singh
Changing the Calculus of Containers (Datadog Dash)
mndoci
2
140
Platforms for scientific data analysis
mndoci
3
130
FGED Keynote
mndoci
3
120
Open Mic Science - May 7, 2012
mndoci
4
1.4k
Talk at "Genome Informatics Alliance 2012" meeting
mndoci
1
280
A Platform for Data Science
mndoci
6
15k
Talk at West Coast Association of Shared Directors meeting
mndoci
3
170
A platform for data science - Systems Bioinformatics Workshop
mndoci
3
130
Platforms for Data Science
mndoci
3
210
Other Decks in Technology
See All in Technology
セルフサービスのオブザーバビリティ基盤をOpenTelemetryで作る / Building a Self-Service Observability Platform with OpenTelemetry
ymotongpoo
3
500
React Nativeでの OTA Updateって、 どう説明する?
ichiki1023
0
130
CI/CDではもう遅い - 人とAIが迂回しないDevSecOps Verify基盤の再設計 -
kintotechdev
1
620
AIに書かせて、プラットフォームで縛る ― EKSプラットフォームで実践した責任境界と権限設計
elmodev09
1
1.1k
サーバーフルコンピューティング?AWS Lambda
iwatatomoya
0
120
MCPゲートウェイを作って運用してわかったこと — Agent時代の権限管理の現在地
mtpooh
10
2.6k
いちAWSエンジニアのAI活用を振り返る #devio2026 / devio osaka 2026 kawahara
masahirokawahara
1
310
Oracle Cloud Infrastructure(OCI):Onboarding Session(はじめてのOCI/Oracle Supportご利⽤ガイド)
oracle4engineer
PRO
3
21k
HacobuにおけるFDEとは/登壇資料(戸井田 裕貴)
hacobu
PRO
1
690
Amazon Bedrock Agents ClassicからAmazon Bedrock AgentCoreへ移行した際、ガードレール設定が2箇所に割れた話
matsunobu
0
160
AIは爆速なのに、私が詰まっていた話 ― 音声入力と鳴くマスコットでボトルネックを削る
yama3133
0
230
AWS FinOps Agent 結局何が得意なの?
siromi
0
230
Featured
See All Featured
svc-hook: hooking system calls on ARM64 by binary rewriting
retrage
2
600
Into the Great Unknown - MozCon
thekraken
41
2.7k
Ten Tips & Tricks for a 🌱 transition
stuffmc
1
240
How To Speak Unicorn (iThemes Webinar)
marktimemedia
1
590
Java REST API Framework Comparison - PWX 2021
mraible
34
9.7k
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
inesmontani
PRO
3
2.4k
How to Think Like a Performance Engineer
csswizardry
28
2.8k
A Modern Web Designer's Workflow
chriscoyier
699
190k
The MySQL Ecosystem @ GitHub 2015
samlambert
251
13k
How to Ace a Technical Interview
jacobian
280
24k
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
730
Mobile First: as difficult as doing things right
swwweet
225
10k
Transcript
HPC with Amazon EC2 Deepak Singh @mndoci P r i
n c i p a l P r o d u c t M a n a g e r
Amazon Web Services
4
2
1. Infrastructure
None
ec2-run-instances
None
secure global on demand
programmable
None
None
None
elastic
None
instance types
standard (m1) high memory (m2) high CPU (c1) t1.micro
high performance
“Our 40-instance (m2.2xlarge) cluster can scan, filter, and aggregate 1
billion rows in 950 milliseconds.” Mike Driscoll - Metamarkets
cluster computing
MPI
bandwidth intensive
Cluster Compute Instance
2*Intel Xeon 5570 8 cores w/HT 23 GB RAM 1.7
TB disk HVM cc1.4xlarge
10 gig E
Placement Group
Placement group full- bisection
linpack
Cores 7040 Rmax 41.82 Rpeak 82.51
231 November 2010
451 June 2011
WIEN2K Parallel Performance H size 56,000 (25GB) Runtime (16x8 processors)
Local (Infiniband) 3h:48 Cloud (10Gbps) 1h:30 ($40) 1200 atom unit cell; SCALAPACK+MPI diagonalization, matrix size 50k-100k Credit: K. Jorissen, F. D. Villa, and J. J. Rehr (U. Washington)
New Cluster Compute Instance
2*Intel Xeon 16 cores w/HT 60.5 GB RAM 3.4 TB
disk HVM cc2.8xlarge
linpack
Cores 17024 Rmax 240.09 Rpeak 354.12
42 November 2011
optimizing costs
on-demand
reserved
spot
None
None
None
30,472 cores
$1279/hr
2. Orchestration
None
AWS CloudFormation
bootstrap
Cloud Init
#cloud-config packages: ! - httpd ! runcmd: ! - /etc/init.d
http start ! - echo "<h1>hello, world"</h1> \ ! ! > /var/www/html/ index.html
#!/bin/sh ec2-run-instances ami-8c1fece5 \ ! -n 1 \ ! -t
m1.small \ ! -g deesinghdemo-SG \ ! -k deesinghdemo-keypair \ ! --user-data-file \ .\cloudconfig.txt
chef/puppet
familiar tools
LSF
Grid Engine
Bright Cluster Manager
combining worlds
MIT Starcluster
$ starcluster start mycluster $ starcluster listclusters
http://www.bioteam.net/2011/03/dude-you-got-some-chef-in-my-starcluster/
None
Provisions Cluster Shared Storage Monitoring Bootstraps StarCluster Includes 200 GB
Public Dataset Provisioned Stack = Submit jobs to Grid Engine
None
None
None
Image: Chris Dagdigian