Faculty of Mathematics and Computer Science

syllabi of the specialization: High Performance Computing and Big Data Analytics

academic year: 2023-2024

1st Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Operating systems for parallel and distributed architecturesMME80936EnglishCompulsoryBufnea Darius23.04.2023
Machine learningMME80426EnglishCompulsoryCzibula Gabriela23.04.2023
Advanced methods in data analysisMME80487EnglishCompulsoryPop Horia23.04.2023
Formal models of concurrent processesMME80947EnglishCompulsorySterca Adrian Ioan23.04.2023
Academic ethics and integrity. methodology of scientific researchMMR31504RomanianCompulsoryCoroiu Adriana21.09.2023
Facultative courses
Fundamentals of humanistic education (argumentation theory)FEULR013EnglishFacultativeLupsa Dana23.04.2023
Fundamentals of entrepreneurshipFAU00013EnglishFacultativeBorza Diana-Laura04.09.2023

2nd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Grid, cluster and cloud computingMME80048EnglishCompulsoryDarabant Sergiu Adrian23.04.2023
Models in parallel programmingMME80318EnglishCompulsoryNiculescu Virginia23.04.2023
Subjects for optional course 1
Knowledge based systems and language technologyMME80447EnglishOptionalLupea Mihaiela23.04.2023
Scientific data visualizationMME80597EnglishOptionalSuciu Mihai23.04.2023
Knowledge discovery in wide area networksMME30527EnglishOptionalSacarea Christian23.04.2023
Subjects for optional course 2
Social network analysisMME81767EnglishOptionalChira Camelia23.04.2023
Multiagent systemsMME81527EnglishOptionalCzibula Gabriela23.04.2023
Data streamsMMR80877RomanianOptionalSurdu Sabina23.04.2023

3rd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Gpu and distributed architecture computingMME81118EnglishCompulsoryBoian Rares Florin23.04.2023
Big data processing and applicationsMME81588EnglishCompulsoryCiuciu Ioana23.04.2023
Subjects for optional course 3
Mathematical modelingMME30307EnglishOptionalSerban Marcel23.04.2023
Statistical computational methodsMME80887EnglishOptionalMicula Sanda23.04.2023
Subjects for optional course 4
Programming paradigmsMME80287EnglishOptionalCraciun Florin23.04.2023
Workflow systemsMME80507EnglishOptionalNiculescu Virginia23.04.2023
Computer vision and advanced image processing in virtual distributed environmentsMMR80307RomanianOptionalDarabant Sergiu Adrian23.04.2023
Data miningMMR80567RomanianOptionalAndreica Anca23.04.2023

4th Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Elaboration of the dissertation thesisMME30424EnglishCompulsoryNiculescu Virginia23.04.2023
Internship in specialityMME901220EnglishCompulsoryNiculescu Virginia23.04.2023
Research project in high performance computing and big data analyticsMME90116EnglishCompulsoryNiculescu Virginia23.04.2023