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PROviding Computing solutions for ExaScale ChallengeS

Deliverables

Performance modelling and prediction

Performance modelling and prediction - concepts and initial results

Initial DEP and market research report

Initial DEP and market research report

Updated requirements analysis, validation of 1st prototype and updated PROCESS architecture

The updated requirements analysis, validation of 1st prototype and updated PROCESS architecture comprises a. Common requirements analysis b. Validation report of 1st PROCESS prototype c. The updated PROCESS architecture and reference exascale architecture

"Progress report (UC#1-5)"

"Progress report (UC#1-5)"

Quality Plan and Initial Data Management Plan

Quality Plan and Initial Data Management Plan

Design of a data infrastructure for extreme-large datasets

Design of a data infrastructure for extreme-large datasets (Delivery, Storage, security) (Technical Report)

Report on architecture evaluation and dissemination

Report on architecture evaluation and dissemination

Revised Data Management Plan

Revised Data Management Plan, revision 2

Initial state of the art and requirements analysis, PROCESS architecture

The Initial state of the art and requirements analysis and PROCESS architecture comprises: a. Initial per use case requirement analysis b. Common conceptual model and novel use case analysis - innovation potential, requirements c. The initial PROCESS architecture d. State of the art for systems, platform and service for extreme data applications e. Overview of the state of the art f. Analysis of requirements and design of the data orchestration system, tools and user interfaces of PROCESS

Alpha release of the data service

Alpha release of the data service and 1st integration of the data infrastructure with service orchestration

First prototype

The first PROCESS prototype comprises a. First prototype of the proposed services with demonstration b. First prototype of the data orchestration system and tools of PROCESS c. First user interface portal of PROCESS d. Initial benchmark set consisting of workflows, applications and data sets.

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Publications

Privacy-Preserving Record Linkage with Apache Spark

Author(s): Onno Valkering, Adam Belloum
Published in: 2019

Validating Data Integrity with Blockchain

Author(s): Rosco Kalis, Adam Belloum
Published in: 2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2018, Page(s) 272-277
DOI: 10.1109/cloudcom2018.2018.00060

Exascale computing and data architectures for brownfield applications

Author(s): Martin Bobak, Adam S. Z. Belloum, Piotr Nowakowski, Jan Meizner, Marian Bubak, Matti Heikkurinen, Ondrej Habala, Ladislav Hluchy
Published in: 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 2018, Page(s) 450-457
DOI: 10.1109/fskd.2018.8686900

Predicting the probability of exceeding critical system thresholds

Author(s): KRAMMER, Peter - KVASSAY, Marcel - HLUCHÝ, Ladislav
Published in: CEUR Workshop Proceedings, Issue Volume 2139, 2018, Page(s) 189-196, ISSN 1613-0073

Enhanced Data Modelling Approach with Interval Estimation

Author(s): Peter Krammer, Marcel Kvassay, Ladislav Hiuchy
Published in: 2018 IEEE 16th International Symposium on Intelligent Systems and Informatics (SISY), 2018, Page(s) 000179-000184
DOI: 10.1109/sisy.2018.8524757

A Resource Usage Prediction System Using Functional-Link and Genetic Algorithm Neural Network for Multivariate Cloud Metrics

Author(s): Thieu Nguyen, Nhuan Tran, Binh Minh Nguyen, Giang Nguyen
Published in: 2018 IEEE 11th Conference on Service-Oriented Computing and Applications (SOCA), 2018, Page(s) 49-56
DOI: 10.1109/soca.2018.00014

New Method for Constructing a Visibility Graph-Network in 3D Space and a New Hybrid System of Modeling

Author(s): Matej Babič, Ladislav Hluchy, Peter Krammer, Branko Matovič, Ravi Kumar, Pavel Kovač
Published in: Computing and Informatics, Issue 36/5, 2017, Page(s) 1107-1126, ISSN 1335-9150
DOI: 10.4149/cai_2017_5_1107

Application of Advanced Information and Communication Technologies in a Local Flood Warning System

Author(s): Ivan Mrnčo, Peter Blštak, Peter Hudec, Matej Kochan, Tomáš Gibala, Ondrej Habala
Published in: Computing and Informatics, Issue 37/6, 2018, Page(s) 1516-1535, ISSN 2585-8807
DOI: 10.4149/cai_2018_6_1516

Clustering analysis of online discussion participants

Author(s): Peter Krammer, Marcel Kvassay, Ján Mojžiš, Ivana Budinská, Ladislav Hluchý, Marek Jurkovič
Published in: Procedia Computer Science, Issue 134, 2018, Page(s) 186-195, ISSN 1877-0509
DOI: 10.1016/j.procs.2018.07.161

Heterogeneous Exascale Computing

Author(s): Ladislav Hluchý, Martin Bobák, Henning Müller, Mara Graziani, Jason Maassen, Hanno Spreeuw, Matti Heikkurinen, Jörg Pancake-Steeg, Stefan Spahr, Nils Otto vor dem Gentschen Felde, Maximilian Höb, Jan Schmidt, Adam S. Z. Belloum, Reginald Cushing, Piotr Nowakowski, Jan Meizner, Katarzyna Rycerz, Bartosz Wilk, Marian Bubak, Ondrej Habala, Martin Šeleng, Štefan Dlugolinský, Viet Tran, Giang N
Published in: Recent Advances in Intelligent Engineering - Volume Dedicated to Imre J. Rudas’ Seventieth Birthday, Issue 14, 2020, Page(s) 81-110
DOI: 10.1007/978-3-030-14350-3_5

Regression Concept Vectors for Bidirectional Explanations in Histopathology

Author(s): Mara Graziani, Vincent Andrearczyk, Henning Müller
Published in: Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings, Issue 11038, 2018, Page(s) 124-132
DOI: 10.1007/978-3-030-02628-8_14