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Column-oriented and Image Data Format Benchmarks
Tarageľ, Marián ; Bartl, Vojtěch (oponent) ; Špaňhel, Jakub (vedoucí práce)
This bachelor's thesis aims to evaluate different data formats for storing tabular and image data. To accomplish this task, this work designed a new benchmark of data formats. The benchmarks are divided into three benchmark suites. These include the benchmarking of uncompressed tabular formats, compressed tabular formats, and an image storage benchmark. Overall tabular benchmark results suggest that the best tabular data format for speed saving and reading is Feather, and the most memory-efficient format is Parquet. The results of the image storage benchmark show that the fastest image storage is SQLite and the least space is required by PNG format. The results of this work can contribute to a better understanding of how different data formats behave and help to choose the right format for tabular and image data.
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Optical study of laser-induced magnetic phase transitions
Velič, Alexander ; Ligmajer, Filip (oponent) ; Arregi Uribeetxebarria, Jon Ander (vedoucí práce)
To perform ultrafast storage of data based on magnetic materials, a new way of sub-picosecond magnetization is researched. Iron-Rhodium is suggested as convenient material which is capable of performing laser induced magnetization. Preparations for this experiment consists of sample growth using physical vapor deposition method of magnetron sputtering and subsequent sample characterization. Three samples were prepared, each with different concept of temperature tuning. Sample I is tuned via composition alteration ( $Fe_{1-x}Rh_x$ ). Sample II deposition onto a sapphire substrate induced tensile in-plane stress. By carbon doping Iron-Rhodium thin film of sample III. The thin film samples are characterized by using vibrating sample magnetometry and optical microscopy. Vibrating sample magnetometry granted a way of recording field driven and more importantly thermally driven hysteresis curves. Measurements yielded precise values of phase transition temperatures for antiferromagnetic-to-ferromagnetic and ferromagnetic-to-antiferromagnetic were detetermined for samples I, II, and III to be 325.9 K and 306 K, 321 K and 291 K, and 311.8 K and 288 K, respectively. Characteristic values of magnetization saturation, coercive field, residual magnetization and temperature difference between phase transition temperatures were recorded. Custom code in combination with microscopy images offered an insightful information on surface region specific domain growth. Combining results of both methods granted a deeper understanding of ''how'' and ''when'' aforementioned magnetostructural phase transition takes affect. The ultrashort laser induced magnetization utilizes a custom laser set-up. The observation of irradiated Iron-Rhodium thin film using optical microscopy shows stable ferromagnetic domains in a laser path pattern. Thus concluding that Iron-Rhodium thin films are prepared, characterized by magnetometry as a function of temperature, and the ultrafast laser induced magnetization was successfully performed.
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Optical study of laser-induced magnetic phase transitions
Velič, Alexander ; Ligmajer, Filip (oponent) ; Arregi Uribeetxebarria, Jon Ander (vedoucí práce)
To perform ultrafast storage of data based on magnetic materials, a new way of sub-picosecond magnetization is researched. Iron-Rhodium is suggested as convenient material which is capable of performing laser induced magnetization. Preparations for this experiment consists of sample growth using physical vapor deposition method of magnetron sputtering and subsequent sample characterization. Three samples were prepared, each with different concept of temperature tuning. Sample I is tuned via composition alteration ( $Fe_{1-x}Rh_x$ ). Sample II deposition onto a sapphire substrate induced tensile in-plane stress. By carbon doping Iron-Rhodium thin film of sample III. The thin film samples are characterized by using vibrating sample magnetometry and optical microscopy. Vibrating sample magnetometry granted a way of recording field driven and more importantly thermally driven hysteresis curves. Measurements yielded precise values of phase transition temperatures for antiferromagnetic-to-ferromagnetic and ferromagnetic-to-antiferromagnetic were detetermined for samples I, II, and III to be 325.9 K and 306 K, 321 K and 291 K, and 311.8 K and 288 K, respectively. Characteristic values of magnetization saturation, coercive field, residual magnetization and temperature difference between phase transition temperatures were recorded. Custom code in combination with microscopy images offered an insightful information on surface region specific domain growth. Combining results of both methods granted a deeper understanding of ''how'' and ''when'' aforementioned magnetostructural phase transition takes affect. The ultrashort laser induced magnetization utilizes a custom laser set-up. The observation of irradiated Iron-Rhodium thin film using optical microscopy shows stable ferromagnetic domains in a laser path pattern. Thus concluding that Iron-Rhodium thin films are prepared, characterized by magnetometry as a function of temperature, and the ultrafast laser induced magnetization was successfully performed.
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