Faculty of Mathematics and Computer Science

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

academic year: 2021-2022

1st Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Operating systems for parallel and distributed architecturesMME80936EnglishCompulsoryBufnea Darius06.04.2021
Machine learningMME80426EnglishCompulsoryCzibula Gabriela06.04.2021
Advanced methods in data analysisMME80487EnglishCompulsoryPop Horia06.04.2021
Formal models of concurrent processesMME80947EnglishCompulsorySterca Adrian Ioan06.04.2021
Methodology of scientific research in computer scienceMMR90014RomanianCompulsoryParv Bazil06.04.2021

2nd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Grid, cluster and cloud computingMME80048EnglishCompulsoryDarabant Sergiu Adrian06.04.2021
Models in parallel programmingMME80318EnglishCompulsoryNiculescu Virginia06.04.2021
Subjects for optional course 1
Scientific data visualizationMME80597EnglishOptionalSuciu Mihai14.06.2021
Knowledge discovery in wide area networksMME30527EnglishOptionalSacarea Christian06.04.2021
Knowledge based systems and language technologyMME80447EnglishOptionalLupea Mihaiela06.04.2021
Subjects for optional course 2
Social network analysisMME81767EnglishOptionalChira Camelia06.04.2021
Multiagent systemsMME81527EnglishOptionalCzibula Gabriela06.04.2021
Data streamsMMR80877RomanianOptionalSurdu Sabina06.04.2021

3rd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Gpu and distributed architecture computingMME81118EnglishCompulsoryBoian Rares Florin06.04.2021
Big data processing and applicationsMME81588EnglishCompulsoryCiuciu Ioana06.04.2021
Subjects for optional course 3
Mathematical modelingMME30307EnglishOptionalSerban Marcel06.04.2021
Statistical computational methodsMME80887EnglishOptionalMicula Sanda06.04.2021
Optimization modelsMME30077EnglishOptionalPopovici Nicolae27.04.2021
Subjects for optional course 4
Workflow systemsMME80507EnglishOptionalNiculescu Virginia06.04.2021
Programming paradigmsMME80287EnglishOptionalCraciun Florin06.04.2021
Data miningMMR80567RomanianOptionalAndreica Anca06.04.2021
Computer vision and advanced image processing in virtual distributed environmentsMMR80307RomanianOptionalDarabant Sergiu Adrian06.04.2021

4th Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Research project in high performance computing and big data analyticsMME90116EnglishCompulsoryNiculescu Virginia06.04.2021
Elaboration of the dissertation thesisMME30424EnglishCompulsoryNiculescu Virginia06.04.2021
Internship in specialityMME901220EnglishCompulsoryNiculescu Virginia06.04.2021