INNOVATION d.o.o

15/09/2023

Иновејш Дооел започна со изведување на клиничка студија Глуко 2023 за мерење на гликоза со неинвазивен ЕКГ сензор. Заинтересираните можат да се вклучат во студијата. Инфо на [email protected]

13/07/2023

Емисија на МТВ на тема Вештачка Интелигенција. Проф. Марјан Гушев, извршен директор на Иновејшн Дооел презентира што работиме на тема ВИ во областа на процесирање на ЕКГ сигнали.
https://youtu.be/UxhpfbzZpRI

09/06/2023

Проф. Марјан Гушев, извршен директор на Иновејшн Дооел, е член на Словенечката академија на инженери.

Inženirska akademija Slovenija (IAS) je 5. junija na Brdu pri Kranju slavnostno podelila listine novoizvoljenim članom. Med najuglednejše slovenske in tuje strokovnjake s področja inženirstva in tehnologije so sprejeli 18 novih članov – 8 dopisnih in 10 izrednih – ter povišali 13 izrednih...

05/06/2023

Нормален работен ден. Само, денес со нашите маички :-)

01/06/2023

Наш колега на подкаст на Slobodna Televizija. Разговор за ChatGPT, AI, ...
https://www.youtube.com/watch?v=W1Gy0VrOYpQ
Пред крајот, краток осврт на нашето имплеменентирање на технологијата која стои позади ChatGPT, во насока на автоматизирано процесирање на ЕКГ сигнали.
Heart LM == HLM, literally speaking :-)

🧠 Нашиот вечершен гостин е 30 години во ИТ индустријата, а последните 10 години активно инволвиран во Data Mining, Machine Learning, Predictive Analysis, N...

23/04/2023

Публикација од тимот:
S. Ristov, R. Farahani, R. Prodan, CardioHPC: Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS, in ICPE '23 Companion of the 2023 ACM/SPEC Int. Conf. on Performance Engineering, April 2023, pages 227–231,

research-article Open AccessLarge-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS Authors: Sashko Ristov University of Innsbruck, Innsbruck, Austria University of Innsbruck, Innsbruck, Austria 0000-0003-1996-0098View Profile , Reza Farahani Alpen-Adria-Universität ...

23/04/2023

Публикација од тимот:
M. Gusev, S. Ristov, A. Amza, A. Hohenegger, R. Prodan, D. Mileski, P. Gushev, G. Temelkov, CardioHPC: Serverless Approaches for Real-Time Heart Monitoring of Thousands of Patients, In 2022 IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS) (pp. 76-83). IEEE.10.1109/WORKS56498.2022.00015

We analyze a heart monitoring center for patients wearing electrocardiogram sensors outside hospitals. This prevents serious heart damages and increases life expectancy and health-care efficiency. In this paper, we address a problem to provide a scalable infrastructure for the real-time processing s...

22/04/2023

Публикација од тимот:
https://dl.acm.org/doi/abs/10.1145/3524053.3542751
S. Ristov, C. Hollaus, M. Hautz. Colder Than the Warm Start and Warmer Than the Cold Start! Experience the Spawn Start in FaaS Providers, APPLIED 22, Proceedings of the 2022 Workshop on Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems, July 2022, pp.35–39 DOI: 10.1145/3524053.3542751

research-article Open AccessColder Than the Warm Start and Warmer Than the Cold Start! Experience the Spawn Start in FaaS Providers Authors: Sashko Ristov University of Innsbruck, Innsbruck, Austria University of Innsbruck, Innsbruck, AustriaView Profile , Christian Hollaus University of Innsbruck,....

20/04/2023

Публикација од тимот:
https://ieeexplore.ieee.org/abstract/document/9983710
Mileski, D., & Gusev, M. (2022, November). Serverless Implementations of Real-time Embarrassingly Parallel Problems. In 2022 30th Telecommunications Forum (TELFOR) (pp. 1-4). IEEE. DOI: 10.1109/TELFOR56187.2022.9983710

In this paper, we conduct experiments to deploy a scalable serverless computing solution for real-time monitoring of thousands of patients with streaming electrocardiograms as an example of embarrassingly parallel tasks originally executed on two virtual machines. The research question is to find th...

19/04/2023

Публикација од тимот:
https://ieeexplore.ieee.org/abstract/document/9803359
M. Velickovska, M. Gusev, "Comparing AWS Streaming Services: A use case on ECG data streams", MIPRO 2022/DSBE, Proceedings of 45th Int. Convention on ICT, Opatija, Croatia, IEEE Conference proceedings, ISSN 1847-3946, 2022, pp.1387-1392, DOI: 10.23919/MIPRO55190.2022.9803359

The goal of this research paper is to compare Amazon Kinesis Data Streams and SQS via a practical use case for processing electrocardiogram medical data. Both services are tested on a large number of concurrent data streams up to 10.000 concurrent data streams, measuring and evaluating their perform...

19/04/2023

Публикација од тимот:
https://ieeexplore.ieee.org/abstract/document/9803568
"D. Mileski, M. Gusev, "Serverless FaaS Scalability Evaluation: An ECG Signal Processing Use Case", MIPRO 2022/DSBE, Proceedings of 45th Int. Convention on ICT, Opatija, Croatia, IEEE Conference proceedings, ISSN 1847-3946, 2022, pp.853-858, DOI: 10.23919/MIPRO55190.2022.9803568"

The serverless approach provides a completely new way of developing cloud services, service scalability, and elasticity by utilizing the container-level virtualization and abstraction. In this paper, we present a use case of an application that processes streaming electrocardiograms by implementing....

18/04/2023

Публикација од тимот:
https://ieeexplore.ieee.org/abstract/document/9803730
"Bidikov, V., Gusev, M. and Markozanov, V., 2022, May. Network Traffic Impact on Cloud Usage at Different Providers. In 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) (pp. 847-852). IEEE."

The research question focuses on finding an optimal cost-less and efficient solution, analyzing the differences between uploading and downloading data between different cloud solutions. The conducted experiments compare AWS cloud platform offered by Amazon and use two of its products: computational....