Real-time Data Analysis on Unified AI Platform by IdomSoft Ltd.
IdomSoft Ltd., a state-owned company, specializes in high-security IT systems development for e-governance and law enforcement. They offer IT management consulting, AI technology integration, and operate national IT systems. Additionally, they excel in R&D for e-governance, developing AI technologies, and contributing to significant IT projects in Hungary. Their competencies include research and development in text-to-speech solutions, natural language processing, real-time data analysis using big data platforms, automated administration based on deep learning, and more. They also provide IT system design and implementation services with a focus on microservice architecture, agile development processes, quality assurance, DevOps, cloud technologies, and security measures based on blockchain and PKI.
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Presentation Transcript
Real time data analysis on the Unified AI platform Zoltan Mathe, PhD IdomSoft Ltd. Networking event on Digital and Emerging Technologies and Human-centred AI 24 January, 2022 1
IdomSoft Ltd and ICT & IT National Laboratory ICT & IT National Laboratory Consortium members National Security Service IdomSoft Ltd. Partners 2 https://infolab.nemzetilabor.hu/hu/domestic-partners
IdomSoft Ltd. IdomSoft Ltd. is a 100% indirect state-owned company, a member of the NISZ Group, which plays a leading role in the development, integration, installation and operation of IT systems of national significance, under the supervision of the Ministry of Interior. Unique experience in: the development of high-security IT systems for e-government boards and law enforcement bodies. o prepared to provide other IT services, e.g. IT management consulting, design and implementation of IT systems, hardware and software selection, operation of IT systems and the provision of related service activities. o R&D (developing and integrating AI technologies for e-governance and more ) o Our Company has played a significant role in the largest IT development projects, affecting and supporting the Hungarian population in various areas of public administration. IdomSoft Ltd. is developing the data processor of the 12 basic national registers, as well as the entire IT system supporting police activities. https://infolab.nemzetilabor.hu/hu/domestic-partners 3
Our Competencies (1) Research and Development Text to Speech (TTS) and Speech to Text (STT) solutions optimised to Hungarian language o Natural Language Processing (NLP): chat-bots and complex conversational systems o Image processing: real time video streams and picture analysis (face recognition, face verification, real time face analysis etc.) o Real time data analysis using big data platform: anomaly detection, pattern recognition, improving security of system interoperability (intended to use deep learning in addition to classical machine learning algorithms) o Automated administration based on Deep Learning neural network o Artificial intelligence for IT operations (AIOPs) o Semantic interoperability: defining common interface description language, interface generation o 3
Our Competencies (2) IT system design and implementation New applications: mostly based on micro service architecture in order to provide high availability, reliability and maintainability for maximizing the quality of the services Agile development processes: IdomSoft Ltd. makes serious efforts to use agile methodologies for developing new systems Quality assurance: unit, regression, integration system and performance testing DevOps: automated development lifecycle (CI/CD) IT operation Operating various IT-systems: serious experience and reference Cloud technologies: reducing IT operation costs and maximizing service availability, using Kubernetes-based Openshift, Rancher as PaaS Security Secure and trusty administration based on Blockchain technologies PKI-based secure communication Various integrated key protocols for authorizations o o o o o o o o o 3
Project idea Unified AI and data platform, which integrates all steps such as Data Collection, Data processing, Data Storage etc. which are required to analyze huge amount of data using AI technologies Main characteristics: Supports both offline and real time data analysis o Decentralized (the platform can include different resources Cloud, HPC etc.) o User friendly: Analysis can be made through web browser and the data analysis will be performed where data is located. o Integrate a reporting and alarm system with supports various communication protocols o Use cases: AI driven decision making o Monitoring IT systems (AIOps) o Improving production line o and more ... o 6
Topics, Project interest Topics: real time data processing on Data Ocean, data analysis and visualization in distributed systems, data exchange and interoperability, big data, data mining, AI Projects interest: Advanced Computing and Big Data: o World Leading Data And Computing Technologies 2022 (Horizon CL4-2022-DATA-01) o Technologies and solutions for data trading, monetizing, exchange and interoperability (AI, Data and Robotics Partnership) (IA) o Extreme data mining, aggregation and analytics technologies and solutions (RIA) Artificial Intelligence and Robotics: o A Human-centered and ethical development of digital and industrial technologies 2022 (HORIZON-CL4-2022-HUMAN-02) o Digital and emerging technologies for competitiveness and fit for the green deal (HORIZON-CL4-2022-DIGITAL-EMERGING-02 7
Contact details E-mail: international@idomsoft.hu Mobile: +36 30 947 48 51 8 https://idomsoft.hu/
