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Data Science Center Proposal - Big Data and Analytics EdCon 2014

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Training
the Data Scientists
of the Future
Ahmet Bulut (email: [email protected]),
w/ Tarık Arıcı, Onur Güzey, Barış Arslan, Ali Çakmak
Istanbul Sehir University
34660 Istanbul Turkey
http://ds.sehir.edu.tr
Academicians
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Academicians
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ali çakmak
onur güzey
tarık arıcı
barış arslan
ismail demirkan
shervin shirmohammadi
ahmet bulut
…
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Academicians
Research
Engineers
Data Science
Graduate Program
•
Masters students
Phd students
Engineers
Academicians
Research
Engineers
Support
Nontechnical
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Project management
Technical
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server admin
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web admin
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Server Admin:
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Operating the data center.
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Provisioning compute resources to the R&D teams.
Project Management:
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Managing funded projects and related accounting.
Web Admin:
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Publishing center activities on the web: publications, projects,
grants, news, awards, workshops, and boot camps.
center
Academicians
Research
Engineers
Support
center
Academicians
Research
Engineers
data center
Support
center
Academicians
Research
Engineers
Support
data center
Storage:
- storage area network — 50 TB capacity to start with.
Servers: 6-8x (extendible pool, more could be added)
- intel 2690 (dual core, 20 vCPUs via hyper-threading)
- each server costs around 10-12K$.
Virtualization:
- hypervisor (VMware provides a stable implementation)
- 10K$ bootstrap license cost, 2.5K$ yearly maintenance.
Resource Management:
- IBM private cloud mgmt software through academic initiative.
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