Faculty of Mathematics and Computer Science

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

academic year: 2022-2023

1st Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Operating systems for parallel and distributed architecturesMME80936EnglishCompulsoryBufnea Darius11.04.2022
Machine learningMME80426EnglishCompulsoryCzibula Gabriela11.04.2022
Advanced methods in data analysisMME80487EnglishCompulsoryPop Horia11.04.2022
Formal models of concurrent processesMME80947EnglishCompulsorySterca Adrian Ioan11.04.2022
Methodology of scientific research in computer scienceMMR90014RomanianCompulsoryParv Bazil11.04.2022
Facultative courses
Fundamentals of humanistic education (argumentation theory)FEUM02023EnglishFacultativeLupsa Dana10.01.2023

2nd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Grid, cluster and cloud computingMME80048EnglishCompulsoryDarabant Sergiu Adrian11.04.2022
Models in parallel programmingMME80318EnglishCompulsoryNiculescu Virginia11.04.2022
Subjects for optional course 1
Knowledge based systems and language technologyMME80447EnglishOptionalLupea Mihaiela11.04.2022
Knowledge discovery in wide area networksMME30527EnglishOptionalSacarea Christian11.04.2022
Scientific data visualizationMME80597EnglishOptionalSuciu Mihai11.04.2022
Subjects for optional course 2
Social network analysisMME81767EnglishOptionalChira Camelia11.04.2022
Multiagent systemsMME81527EnglishOptionalCzibula Gabriela11.04.2022
Data streamsMMR80877RomanianOptionalSurdu Sabina11.04.2022

3rd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Gpu and distributed architecture computingMME81118EnglishCompulsoryBoian Rares Florin11.04.2022
Big data processing and applicationsMME81588EnglishCompulsoryCiuciu Ioana11.04.2022
Subjects for optional course 3
Optimization modelsMME30077EnglishOptionalPopovici Nicolae29.04.2022
Mathematical modelingMME30307EnglishOptionalSerban Marcel11.04.2022
Statistical computational methodsMME80887EnglishOptionalMicula Sanda11.04.2022
Subjects for optional course 4
Workflow systemsMME80507EnglishOptionalNiculescu Virginia11.04.2022
Programming paradigmsMME80287EnglishOptionalCraciun Florin11.04.2022
Data miningMMR80567RomanianOptionalAndreica Anca11.04.2022
Computer vision and advanced image processing in virtual distributed environmentsMMR80307RomanianOptionalDarabant Sergiu Adrian11.04.2022

4th Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Elaboration of the dissertation thesisMME30424EnglishCompulsoryNiculescu Virginia11.04.2022
Internship in specialityMME901220EnglishCompulsoryNiculescu Virginia11.04.2022
Research project in high performance computing and big data analyticsMME90116EnglishCompulsoryNiculescu Virginia11.04.2022