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EUROCC

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Created on May 26, 2022

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Selected Best Practices

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EUROCC Bulgaria UNWE

EUROCC - National Competence Centres in the framework of EuroHPC – Bulgaria, #951732, H2020-JTI-EuroHPC

HPC/HPDA/AI – Business implementation

> Learn more

https://eurocc.unwe.bg/

INTERRELATIONSHIPS IN HPC/HPDA/AI

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EUROCC Bulgaria UNWE

https://eurocc.unwe.bg/

DIRECTIONS OF USING HPC ENVIRONMENT

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EUROCC Bulgaria UNWE

1. Corporate own HPC2. Remote HPC + High Bandwidth Secure Networking (HBSN)3. Cloud HPC (with corporate High Bandwidth Secure Networking)

  • Purpose built HPC with CPU optimization
  • Purpose built HPC with GPU optimization
  • High Performance Storage
  • Workload (elastic) orchestration

https://eurocc.unwe.bg/

DIRECTIONS OF USING HPDA ENVIRONMENT

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EUROCC Bulgaria UNWE

  1. Corporate own HPDA + HBSN
  2. Remote HPDA + HBSN
  3. Cloud HPDA + HBSN
  4. Corporate own HPC/HPDA with VMware

https://eurocc.unwe.bg/

DIRECTIONS OF USING AI

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EUROCC Bulgaria UNWE

  1. AI corporate development on CPU based сървъри
  2. AI corporate development on GPU based сървъри
  3. AI corporate development on Hadoop / ML + DL (External)
  4. External AI development

https://eurocc.unwe.bg/

BIG DATA DISCOVERY ON UNWE’S HPDA

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level 1 - „structured and semi-structured data”

EUROCC Bulgaria UNWE

https://eurocc.unwe.bg/

BIG DATA DISCOVERY ON UNWE’S HPDA

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level 2 - „AI with unstructured data“

EUROCC Bulgaria UNWE

Machine Learning
Deep Learning

Cognitive Search

Analysis

Knowledge discovery

Search with the help of AI, Natural Machine Languages

Free structured questions using ML and DL for model/question recognition, trends between questions based on data patterns – mainly unstructured data (e.g. relations between tweets, Car registration recognition and emails)

Audio and video analysis based on AI, event discovering, language identification, person identification, audio and video context understanding

https://eurocc.unwe.bg/

System architecture for AI

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EUROCC Bulgaria UNWE

in UNWE’s HPDA system

Cognitive Search

Analysis

https://eurocc.unwe.bg/

Selected Best Practices

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EUROCC Bulgaria UNWE

Data movement in HPC/HPDA infrastructures with HBSN

Cognitive Search

Analysis

https://eurocc.unwe.bg/

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FUNCTIONAL ARCHITECTURE OF THE UNWE’S HPDA

EUROCC Bulgaria UNWE

Analysis

https://eurocc.unwe.bg/

Conceptual ICT architecture of UNWE’s HPDA

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EUROCC Bulgaria UNWE

Cognitive Search

Analysis

https://eurocc.unwe.bg/

UNWE HPDA CENTRAL SYSTEM

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EUROCC Bulgaria UNWE

Physical layout

Cognitive Search

Analysis

https://eurocc.unwe.bg/

EUROCC BulGaria UNWE

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Contact Us

Cognitive Search

Analysis

eurocc@unwe.bg

https://eurocc.unwe.bg/