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MIPRO 2019 - 42nd International Convention

WS4 - DataFlow SuperComputing for BigData DeepAnalytics

Tuesday, 5/21/2019 9:00 AM - 1:00 PM, Leut A, Hotel Admiral, Opatija
Tuesday, 5/21/2019 3:00 PM - 7:00 PM, Leut A, Hotel Admiral, Opatija

Organizer:

MIPRO Croatian Society 

Chairs:

Veljko Milutinović (Department of Computer Science, University of Indiana, Bloomington, USA)
Miloš Kotlar (ABB, Zurich, Switzerland)
Zoran Babović (ICEF, University of Belgrade, Serbia)

Contact:

Miloš Kotlar, kotlarmilos@gmail.com (ABB, Zurich, Switzerland)

About:

This workshop presents the DataFlow SuperComputing paradigm, defines its advantages and sheds light on the related programming model with hands-on coding experience. DataFlow computers, compared to ControlFlow computers, offer speedups of 20 to 200 (even 2000 for some applications), and power and size reductions of up to 1/20. However, the programming paradigm is different, and has to be studied. The workshop explains the paradigm of programming in space, using Maxeler (a provider of multiscale dataflow computing systems) as an example, and gives an overview of ongoing research in the field. Examples include Data Engineering, Image Processing, Deep Learning, Financial Analytics, GeoPhysics, Genomics, etc.

Expected outcomes:

Deep understanding of the dataflow paradigm, ability to use dataflow accelerators, mastering the dataflow programming model, and acquiring a strong hands-on experience.

Target audience:

The workshop is intended for students and researchers who want to learn know-how needed for the mastering of the dataflow programming model and the related technology that Intel describes in the Intel patent (US20180189063A1) about the next generation Intel products, portrayed by Intel as: "Intel has dreamed up a new architecture that could in one fell swoop kill off the general purpose processor as a concept and the X86 instruction set as the foundation of modern computing.

Preliminary program:

Introduction to DataFlow computing; Concepts of DataFlow computing; Applications of DataFlow computing; Details of programming in space with hands-on activities; Detailed examples with hands-on: Math, Imaging, Machine Learning, TensorFlow, etc.; Advanced issues, synergy with IoT and WSNs.

The workshop will be held in English.

Registration / Fees:
REGISTRATION / FEES
Price in EUR
EARLY BIRD
Up to 6 May 2019
REGULAR
From 7 May 2019
Members of MIPRO and IEEE
80
90
Others
100
120
Students (undergraduate and graduate - doesn't apply to PhD students) Free of charge


Make your application as soon as possible because the number of participants is limited!

 

Location:

Opatija, with its 170-year-old tourism tradition, is the leading seaside resort of the Eastern Adriatic and one of the most famous tourist destinations on the Mediterranean. With its aristocratic architecture and style, Opatija has been attracting artists, kings, politicians, scientists, sportsmen, as well as business people, bankers and managers for more than 170 years.

The tourist offer in Opatija includes a vast number of hotels, excellent restaurants, entertainment venues, art festivals, superb modern and classical music concerts, beaches and swimming pools – this city satisfies all wishes and demands.

Opatija, the Queen of the Adriatic, is also one of the most prominent congress cities in the Mediterranean, particularly important for its ICT conventions, one of which is MIPRO, which has been held in Opatija since 1979, and has attracted more than a thousand participants from over forty countries. These conventions promote Opatija as one of the most desirable technological, business, educational and scientific centers in South-eastern Europe and the European Union in general.


For more details, please visit www.opatija.hr and visitopatija.com.

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News about event
  • 3/7/2019

    Veljko Milutinović (Department of Computer Science, University of Indiana, Bloomington, USA)

    Prof. Veljko Milutinović received his PhD from the University of Belgrade, spent about a decade on various faculty positions in the USA (mostly at Purdue University and recently at Indiana University), and was a co-designer of the DARPA's first GaAs RISC microprocessor and the related 4096-processor systolic array. He serves as the Senior Advisor to Maxeler Technologies in London, UK. His research is mostly in datamining and dataflow computing, with the emphasis on mappings of algorithms onto architectures. He is a Fellow of the IEEE and a Member of Academia Europaea. He has over 100 SCI journal papers, well over 1000 ThomsonReuters citations, well over 1000 Scopus citations, and about 4000 Google Scholar citations.
     

    Miloš Kotlar (ABB, Zurich, Switzerland)

    His specialty is Tensor Calculus for DataFlow SuperComputing. His Springer NATURE Lecture Notes in Computer Science article on Tensor Calculus is highly used by US industry.
     

    Zoran Babović (ICEF, University of Belgrade, Serbia)

    His specialty is semantic processing for IoT and WSN on the edge of dataflow systems. His IoT and WSN IEEE Access paper is also utilized a lot by US industry.

 
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