A doctoral student (Jamal Nasser Hassoun) was discussed in the Department of Computer Science / University of Technology for his thesis tagged (Business Scheduling and Memory Management in Big Data and Cloud Computing). This thesis presents two main directions, the first is the mechanism of storage management in large databases and the second is related to scheduling the work associated with This works. The first proposal was implemented on multimedia, which in turn includes four methods, as the first method applies to texts and the remaining three methods to images as types of multimedia. The mechanism for dealing with texts depends on the principle of (Map-Reduce) to extract information from texts. The other three methods depend on different methods of retrieving information and according to what is available from them, as the first method depends on the general characteristics and the second method depends on the extracted objects within the database, and the third method depends on identifying an object (identifying the face) within the images and building tables within the database in an intelligent way. Multiple types of properties were used to build descriptive tables for the stored data, as well as the feature of grouping by means, as well as employing the fireworks algorithm in collecting the images of the detected faces in a way that is easy to retrieve in an efficient manner. The face identification was done with Viola-Jones algorithm and the detection error was reduced by using the SVM algorithm. As for the second approach, the fireworks algorithm was used to solve the work scheduling problem, which is considered one of the difficult problems (NP-Hard Problem) ... and that was on Thursday 1/9/2020 and in the discussion room in the department building and the discussion committee was composed of (a) Prof. Dr. Yusra Hussein Ali and Prof. Dr. Abeer Tariq Mawloud from the University of Technology / Department of Computer Science and (Prof. Dr. Ziad Tariq Mustafa) from Diyala University / Department of Computer Science and (Prof.D. Nada Abdul Zahra Abdullah) from the University of Baghdad / College of Science / Department of Computer Science and (Prof. Dr. Jamal Fadel Tawfiq) from Al-Farahidi College / Department of Medical Device Techniques Engineering in the presence of the student's supervisor (Prof. Dr. Rehab Fleih) Hassan).
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Source: Media Section |
