Faculty of Mathematics and Computer Science

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

academic year: 2020-2021

1st Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Machine learningMME80426EnglishCompulsoryCzibula Gabriela26.04.2020
Formal models of concurrent processesMME80947EnglishCompulsorySterca Adrian Ioan26.04.2020
Operating systems for parallel and distributed architecturesMME80936EnglishCompulsoryBufnea Darius26.04.2020
Advanced methods in data analysisMME80487EnglishCompulsoryPop Horia26.04.2020
Methodology of scientific research in computer scienceMMR90014RomanianCompulsoryParv Bazil26.04.2020

2nd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Grid, cluster and cloud computingMME80048EnglishCompulsoryDarabant Sergiu Adrian26.04.2020
Models in parallel programmingMME80318EnglishCompulsoryNiculescu Virginia26.04.2020
Subjects for optional course 1
Knowledge discovery in wide area networksMME30527EnglishOptionalSacarea Christian26.04.2020
Scientific data visualizationMME80597EnglishOptionalPrejmerean Vasile14.05.2020
Knowledge based systems and language technologyMME80447EnglishOptionalLupea Mihaiela14.09.2020
Subjects for optional course 2
Social network analysisMME81767EnglishOptionalChira Camelia27.04.2020
Multiagent systemsMME81527EnglishOptionalCzibula Gabriela26.04.2020
Data streamsMMR80877RomanianOptionalSurdu Sabina26.04.2020

3rd Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Big data processing and applicationsMME81588EnglishCompulsoryCiuciu Ioana26.04.2020
Gpu and distributed architecture computingMME81118EnglishCompulsoryBoian Rares Florin26.04.2020
Subjects for optional course 3
Optimization modelsMME30077EnglishOptionalPopovici Nicolae26.04.2020
Statistical computational mathodsMME80887EnglishOptionalMicula Sanda26.04.2020
Mathematical modelingMME30307EnglishOptionalSerban Marcel04.06.2020
Subjects for optional course 4
Programming paradigmsMME80287EnglishOptionalCraciun Florin14.09.2020
Workflow systemsMME80507EnglishOptionalNiculescu Virginia26.04.2020
Data miningMMR80567RomanianOptionalAndreica Anca26.04.2020
Computer vision and advanced image processing in virtual distributed environmentsMMR80307RomanianOptionalDarabant Sergiu Adrian04.06.2020

4th Semester

Subject Code ECTS credits Language Type Uploaded by Upload date
Compulsory courses
Elaboration of the dissertation thesisMME30424EnglishCompulsoryNiculescu Virginia26.04.2020
Internship in specialityMME901220EnglishCompulsoryNiculescu Virginia26.04.2020
Research project in high performance computing and big data analyticsMME90116EnglishCompulsoryNiculescu Virginia26.04.2020