Faculty of Mathematics and Computer Science

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

academic year: 2026-2027

1st Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Academic ethics and integrity. methodology of scientific researchMME31504EnglishCompulsoryAvram Sanda23.05.2026
Academic ethics and integrity. methodology of scientific researchMME31504EnglishCompulsoryCoroiu Adriana01.05.2026
Operating systems for parallel and distributed architecturesMME80936EnglishCompulsoryBufnea Darius01.05.2026
Statistical computational methodsMME80887EnglishCompulsoryMicula Sanda07.05.2026
Formal models of concurrent processesMME80947EnglishCompulsorySterca Adrian Ioan01.05.2026
Facultative courses
Fundamentals of humanities (argumentation theory)FEU000X3EnglishFacultativeLupsa Dana01.05.2026
Fundamentals of entrepreneushipFDAU00013RomanianFacultativePetrescu Manuela01.05.2026

2nd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Grid, cluster and cloud computingMME80047EnglishCompulsoryDarabant Sergiu Adrian01.05.2026
Models in parallel programmingMME80318EnglishCompulsoryNiculescu Virginia25.05.2026
High performance machine learningMME80426EnglishCompulsoryBara Paul02.05.2026
Subjects for optional course 1
Scientific data visualizationMME80597EnglishOptionalSuciu Mihai01.05.2026
Knowledge based systems and language technologyMME80447EnglishOptionalLupea Mihaiela21.05.2026
Subjects for optional course 2
Empirical research methods for computer scientistsMME81907EnglishOptionalVescan Andreea22.05.2026
Data streamsMMR80877RomanianOptionalSurdu Sabina16.06.2026

3rd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Gpu and distributed architecture computingMME81118EnglishCompulsoryBoian Rares Florin01.05.2026
Big data processing and applicationsMME81588EnglishCompulsoryCiuciu Ioana01.05.2026
Subjects for optional course 3
Mathematical modelingMME30307EnglishOptionalSerban Marcel01.05.2026
Subjects for optional course 4
Business process analysis and automationMME82127EnglishOptionalChisalita-Cretu Camelia01.05.2026
Programming paradigmsMME80287EnglishOptionalCraciun Florin01.05.2026
Computer vision and advanced image processing in virtual distributed environmentsMMR80307RomanianOptionalDarabant Sergiu Adrian01.05.2026
Data miningMMR80567RomanianOptionalAndreica Anca04.06.2026

4th Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Internship in specializationMME901220EnglishCompulsoryNiculescu Virginia01.05.2026
Research project in high performance computing and big data analyticsMME90116EnglishCompulsoryNiculescu Virginia01.05.2026
Elaboration of the dissertation thesisMME30424EnglishCompulsoryNiculescu Virginia01.05.2026