Dissertations / Theses on the topic 'Hard disk drive'
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Embry, Bruce A. "Finding alternatives to the hard disk drive for virtual memory /." Diss., CLICK HERE for online access, 2009. http://contentdm.lib.byu.edu/ETD/image/etd2985.pdf.
Full textEmbry, Bruce Albert. "Finding Alternatives to the Hard Disk Drive for Virtual Memory." BYU ScholarsArchive, 2009. https://scholarsarchive.byu.edu/etd/1727.
Full textWu, Xiaohua Sherry. "Innovation incentives and competition in the hard disk drive industry." Thesis, Massachusetts Institute of Technology, 2011. http://hdl.handle.net/1721.1/69479.
Full textCataloged from PDF version of thesis.
Includes bibliographical references (p. 52-53).
Firms in the hard disk drive industry are continually engaging in R & D and improving the quality of their products. We explore various determinants of the product innovation incentives for firms concerned with both their static and expected future profitability. We estimate the observed innovation outcomes as a function of market condition variables which have significant impact on innovation decisions. In addition, we estimate logit utilities that describe the marginal willingness to pay for quality improvements. One aspect of utility is that the willingness to pay for faster access time to data may be initially low but increases over time. The firms' decisions to introduce faster access time are partly motivated by dynamic considerations.
by Xiaohua Sherry Wu.
S.M.
Ray, William H. (William Hamilton). "The reduction of acoustic noise emissions from a hard disk drive." Thesis, Massachusetts Institute of Technology, 1994. http://hdl.handle.net/1721.1/34324.
Full textYasuda, Takeo. "Circuit Technologies for High Performance Hard Disk Drive Data Channel LSI." 京都大学 (Kyoto University), 2001. http://hdl.handle.net/2433/150621.
Full textWallberg, John Leonard. "A digital phase-locked loop for hard disk drive read channel appliations." Thesis, Massachusetts Institute of Technology, 1997. http://hdl.handle.net/1721.1/42726.
Full textIncludes bibliographical references (p. 78).
by John Leonard Wallberg.
M.Eng.
Collins, Jill. "Modelling tribology of slider and disk in a computer hard drive system." Thesis, Aston University, 2001. http://publications.aston.ac.uk/7995/.
Full textSládek, Petr. "Disková pole RAID a jejich budoucnost v éře SSD." Master's thesis, Vysoká škola ekonomická v Praze, 2012. http://www.nusl.cz/ntk/nusl-124667.
Full textChiu, Wan Ting. "The innovator's dilemma? : re-thinking disruptive technology in the hard disk drive industry /." View abstract or full-text, 2006. http://library.ust.hk/cgi/db/thesis.pl?SOSC%202006%20CHIU.
Full textMéndez, de la Luz Diego A. 1979. "The role of heat assisted magnetic recording in future hard disk drive applications." Thesis, Massachusetts Institute of Technology, 2004. http://hdl.handle.net/1721.1/28872.
Full textIncludes bibliographical references.
(cont.) portable consumer electronics, such as PDAs, cell phones, music players, digital cameras, etc. make a relatively modest but fast growing market for ultrahigh areal density HAMR-based HDDs. HAMR-based HDD for portable applications could very well be a disruptive technology in the magnetic recording industry. Companies that intend to profit from this technology need to invest on its development and must try to be first-to-volume production to benefit from economies of scale and to build the necessary expertise that could give them leadership roles in future magnetic recording.
The magnetic recording industry keeps up with the demand of high capacity hard disk drives by improving the areal recording density of these devices. The use of conventional longitudinally magnetized media will be truncated by the challenges it faces nowadays, which are related to the instability of the stored information, produced by the aggressive decrease in the volume of the grains in the media. To overcome this problem, the use of large magnetic anisotropy energy density alloys is necessary, but the write fields that are required by such alloys can be prohibitively large, rendering these media effectively unwritable. Fortunately, the magnetocrystalline anisotropy energy density decreases with increasing temperature and so does the required write field. Heat assisted magnetic recording allows the use of such magnetically hard alloys by using both a magnetic and a thermal field during the writing process. Research in HAMR is centered in three major fields: the heat delivery system, the magnetic recording media and the heat dissipation technology. Based on an analysis of several US patents related to HAMR, one can see the real value of such patents is in negotiating and cross-licensing between companies to guarantee the right to participate in the manufacture of HDDs. Trade secrets and know-how are valuable assets for corporations. However, information exchange exists due to the great mobility of highly trained personnel between competing companies. Because the basic application of HAMR is in supplying the computer industry with affordable storage devices, there is a well established market that makes the research efforts in HAMR advisable for individuals, universities and companies. Besides that traditional market,
by Diego A. Méndez del la Luz.
M.Eng.
Bhasin, Harpreet. "An Evolutionary Algorithm for Feature Subset Selection in Hard Disk Drive Failure Prediction." NSUWorks, 2011. http://nsuworks.nova.edu/gscis_etd/91.
Full textSlade, Christopher Ryan. "On-Disk Sequence Cache (ODSC): Using Excess Disk Capacity to Increase Performance." Diss., CLICK HERE for online access, 2005. http://contentdm.lib.byu.edu/ETD/image/etd1020.pdf.
Full textZhu, Xi. "High frequency CMOS integrated filters for computer hard disk drive and wireless communication systems." Thesis, University of Hertfordshire, 2008. http://hdl.handle.net/2299/2069.
Full textSemati, Massimiliano. "Soluzioni per il controllo delle testine di lettura/scrittura in hard disk drive magnetici." Bachelor's thesis, Alma Mater Studiorum - Università di Bologna, 2016. http://amslaurea.unibo.it/11748/.
Full textLin, Yu-wei. "Benchmarked Hard Disk Drive Performance Characterization and Optimization Based on Design of Experiments Techniques." DigitalCommons@CalPoly, 2010. https://digitalcommons.calpoly.edu/theses/350.
Full textBalasubramanian, Sanchayeni. "Improving Hard Disk Drive Write IO Performance with Phase Change Memory as a Buffer Cache." University of Cincinnati / OhioLINK, 2017. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1511881125562903.
Full textWeissner, Stefan. "Numerical and experimental investigation of the load/unload behavior of subambient pressure hard disk drive sliders /." Diss., Connect to a 24 p. preview or request complete full text in PDF format. Access restricted to UC campuses, 2001. http://wwwlib.umi.com/cr/ucsd/fullcit?p3027050.
Full textChen, Feng. "On Performance Optimization and System Design of Flash Memory based Solid State Drives in the Storage Hierarchy." The Ohio State University, 2010. http://rave.ohiolink.edu/etdc/view?acc_num=osu1280537880.
Full textVirmani, Manish. "Shock-response analysis of a hard-disk drive in tilt-drop tests under non-operating and operating conditions." Diss., Connect to online resource, 2005. http://wwwlib.umi.com/cr/colorado/fullcit?p1430197.
Full textWeber, Michael A. "An Investigation of the Feasibility of Microscale Adaptive Passive Vibration Neutralizers." Thesis, Virginia Tech, 2001. http://hdl.handle.net/10919/32296.
Full textAn analytical model for the adaptive passive vibration neutralizer is derived and compared to experimental results. A tuning algorithm is derived from a curve-fit of experimental tests on the specific neutralizer. A more generic tuning algorithm is also developed, which does not require testing of the neutralizer for optimal control. Both tuning algorithms are tested using a chirp forcing function to simulate drift in the excitation frequency of a host structure. Computer simulation and experimental results are given for these tests.
A novel low-cost, small-scale vibration neutralizer is constructed from packing bubble-wrap. Analytical models for the stiffness are calculated, and experimental data is used to derive a damped mass-spring model.
Miniaturization of vibration neutralizers is described, and many of the pitfalls in design are discussed. Theoretical tuning frequencies of possible adaptive passive vibration neutralizers at different scales are included. The goal for these miniaturized vibration neutralizers is vibration control in computer hard drives.
A hard drive is analyzed for vibration problems. Included are plots of the velocities of the read-write head and spindle. Limitations of the measurement equipment are discussed, and directions for future work on small-scale tunable vibration neutralizers are outlined.
Master of Science
Fang, Yeyu. "Titled and graded anisotropy FePt and FePtCu thin films for the application of hard disk drive and spin torque oscillators." Licentiate thesis, KTH, Mikroelektronik och tillämpad fysik, MAP, 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-34013.
Full textQC 20110525
Geier, Florian. "The differences between SSD and HDD technology regarding forensic investigations." Thesis, Linnéuniversitetet, Institutionen för datavetenskap (DV), 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-44921.
Full textHaq, Mohammad Ashraful. "Continuum and molecular dynamics analyses of lubricant evaporation and flow due to laser heating in heat-assisted magnetic recording." University of Akron / OhioLINK, 2018. http://rave.ohiolink.edu/etdc/view?acc_num=akron1531140850318054.
Full textValkass, Robert Alexander James. "Exploration of the sub-nanosecond magnetisation dynamics of partially built hard disk drive write-head transducers and other topical magnetic and spintronic materials and devices." Thesis, University of Exeter, 2017. http://hdl.handle.net/10871/31175.
Full textVenkataramana, Vikash. "Neutrons to probe nanoscale magnetism in perpendicular magnetic recording media." Thesis, University of St Andrews, 2012. http://hdl.handle.net/10023/3187.
Full textBengtsson, Johnny. "Forensisk hårddiskkloning och undersökning av hårddiskskrivskydd." Thesis, Linköping University, Department of Science and Technology, 2004. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-2378.
Full textDetta examensarbete reder ut arbetsprinciperna för olika typer av hårddiskskrivskydd; hårdvaruskrivskydd, mjukvaruskrivskydd, hybridskrivskydd och bygelskrivskydd. Slutsatsen av utredningen är att endast hårdvaruskrivskydd Detta examensarbete reder ut arbetsprinciperna för olika typer av hårddiskskrivskydd; hårdvaruskrivskydd, mjukvaruskrivskydd, hybridskrivskydd och bygelskrivskydd. Slutsatsen av utredningen är att endast hårdvaruskrivskydd bedöms ha tillräckligt pålitliga skyddsprinciper, vilket motiveras av dess oberoende från både hårdvara och operativsystem.
Vidare undersöks hårdvaruskrivskyddet Image MASSter(TM) Drive Lock från Intelligent Computer Solutions (ICS). Några egentliga slutsatser gick inte dra av kretskonstruktionen, bortsett från att den är uppbyggd kring en FPGA (Xilinx Spartan-II, XC2S15) med tillhörande PROM (XC17S15APC).
En egenutvecklad idé till autenticieringsmetod för hårddiskkloner föreslås som ett tillägg till arbetet. Principen bygger på att komplettera hårddiskklonen med unik information om hårddisk såväl kloningsomständigheter, vilka sammanflätas genom XOR-operation av komponenternas hashsummor.Autenticieringsmetoden kan vid sjösättning möjligen öka rättsäkerheten för både utredarna och den som står misstänkt vid en brottsutredning.
Arbetet är till stora delar utfört vid och på uppdrag av Statens kriminaltekniska laboratorium (SKL) i Linköping.
Li, Guijun, and 李桂君. "Development of recording technology with FePt recording media and magnetic tunnel junction sensors with conetic alloy." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2013. http://hub.hku.hk/bib/B50899776.
Full textpublished_or_final_version
Electrical and Electronic Engineering
Doctoral
Doctor of Philosophy
Mellachervu, Ramachandra Murthy. "Low voltage vertical recording preamplifier for hard disk drives." Thesis, Texas A&M University, 2004. http://hdl.handle.net/1969.1/1093.
Full textAravindakshan, Vibin. "Role of bit patterned media in future of hard disk drives." Thesis, Massachusetts Institute of Technology, 2007. http://hdl.handle.net/1721.1/42140.
Full textIncludes bibliographical references (p. 60-61).
The hard disk industry has traditionally stayed competitive by competing on the means of price alone by cutting down aggressively on cost via increase of areal density. Continuing increases in the areal density of hard disk drives will be limited by thermal instability of the thin film medium and is estimated to be limited to about 500Gb/in2. Patterned media, in which data are stored in an array of single.domain magnetic particles, have been suggested as a means to overcome this limitation and to enable recording densities greater than ITb/in2. However, the implementation of patterned media requires fabrication of sub-50-nm features over large areas and the design of recording systems that differ from those used in conventional hard drives. This report discusses the challenges facing patterned media, the fabrication of arrays of ́small magnetic particles and their magnetic properties. The practical implementation of patterned media recording schemes is assessed via technology estimates and cost analysis.
by Vibin Aravindakshan.
M.Eng.
Hylick, Anthony Nelson. "Managing energy consumption of hard disk drives by optimizing system interaction." Thesis, University of Cambridge, 2010. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.608699.
Full textBrunner, Ralf. "Properties of carbon overcoats and perfluoro-polyether lubricants in hard disk drives." Diss., [La Jolla] : University of California, San Diego, 2009. http://wwwlib.umi.com/cr/ucsd/fullcit?p3360154.
Full textTitle from first page of PDF file (viewed August 11, 2009). Available via ProQuest Digital Dissertations. Vita. Includes bibliographical references.
Sepasi, Daniel. "Modeling of linear systems with parameter variations : applications in hard disk and ball screw drives." Thesis, University of British Columbia, 2011. http://hdl.handle.net/2429/36869.
Full textTunstall, Glen Alan. "Dynamic characterisation of the head-media interface in hard disk drives using novel sensor systems." Thesis, University of Plymouth, 2002. http://hdl.handle.net/10026.1/1643.
Full textMünchen, Daniel Dotto. "Recuperação de neodímio a partir de ímãs de neodímio-ferro-boro por meio de processos mecânicos e hidrometalúrgicos." reponame:Biblioteca Digital de Teses e Dissertações da UFRGS, 2016. http://hdl.handle.net/10183/149837.
Full textThe chemical element neodymium (Nd) currently is in evidence as it is a fundamental part in applications manufactured by clean and advanced technology companies. However, it is classified as critical by the United States Department of Energy due to Chinese monopoly in its exploration and commercialization. Due to increasing demand in contrast with scarce supply, the recovery of neodymium is growing. One of the applications of this metal is the neodymium-iron-boron permanent magnet, used in hard disk drives (HDDs) of computers. Therefore, this study aimed magnets characterizing from HDDs of computers and then establishing a recovery route for neodymium by mechanical and hydrometallurgical processes. By weighing the HDDs and their magnets it was obtained the average weight of 3.04 g and 7.91 g for laptop and desktop, respectively, representing less than 3% of the HDDs total mass. Demagnetizing was achieved by heating up to Curie temperature of around 312 °C, and the comminution in knives mill resulted in three granulometries classified into fractions A, B and C. Qualitatively, magnets were analyzed by X-ray diffraction (XRD), where the tetragonal phase Nd2Fe14B was the dominant constituent of the sample, and through analysis in a scanning electron microscope (SEM). Semi-quantitatively, the magnets, its covers, and the final precipitate were evaluated by X-ray fluorescence spectrometry (XRF). The average composition of neodymium and iron showed 21.5% and 65.1% by weight, respectively, among other chemical elements. This results were obtained by optical emission spectrometry (ICP-OES), representing a higher neodymium content compared to the ores content, which makes this waste interesting from a neodymium recovery point of view. The procedure adopted involved hydrometallurgical leaching of the samples in 2M sulfuric acid varying three parameters: liquid/solid ratio, temperature and time, each one on two levels. Subsequently, the selective precipitation by NaOH was performed to form the double salt NaNd(SO4)2.nH2O. The results showed that neodymium leaching efficiency reached above 94%, but the experiments showed as well some material left, mainly composed of nickel and copper.
Egan, Patrick W. "FePd thin films as a replacement for FePt thin films as the hard bias magnet in the read head for hard disk drives." Thesis, Queen's University Belfast, 2014. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.676287.
Full textChilumbu, Chibesa. "The development of a novel suspension arm with 2-dimensional actuation, for use in advanced hard disk drives." Thesis, University of Plymouth, 2002. http://hdl.handle.net/10026.1/1626.
Full textHan, Younghee. "A NEW PIEZOELECTRIC MICROACTUATOR WITH TRANSVERSE AND LATERAL CONTROL OF HEAD POSITIONING SYSTEMS FOR HIGH DENSITY HARD DISK DRIVES." UKnowledge, 2005. http://uknowledge.uky.edu/gradschool_theses/349.
Full textGougeaud, Sebastien. "Simulation générique et contribution à l'optimisation de la robustesse des systèmes de données à large échelle." Thesis, Université Paris-Saclay (ComUE), 2017. http://www.theses.fr/2017SACLV011/document.
Full textCapacity of data storage systems does not cease to increase to currently reach the exabyte scale. This observation gets a real impact on storage system robustness. In fact, the more the number of disks in a system is, the greater the probability of a failure happening is. Also, the time used for a disk reconstruction is proportional to its size. Simulation is an appropriate technique to test new mechanisms in almost real conditions and predict their behavior. We propose a new software we callOpen and Generic data Storage system Simulation tool (OGSSim). It handles the heterogeneity andthe large size of these modern systems. Its modularity permits the undertaking of each storage technology, placement scheme or computation model as bricks which can be added and combined to optimally configure the simulation.Robustness is a critical issue for these systems. We use the declustered RAID to distribute the data reconstruction in case of a failure. We propose the Symmetric Difference of Source Sets (SD2S) algorithmwhich uses data block shifhting to achieve the placement scheme. The shifting offset comes from the computation of the distance between logical source sets of physical disk blocks. To evaluate the SD2S efficiency, we compared it to Crush method without replicas. It results in a faster placement scheme creation in normal and failure modes with SD2S and in a significant reduced memory space cost (null without failure). Furthermore, SD2S ensures the partial, if not total, reconstruction of data in case of multiple failures
Chen, Lung, and 陳龍. "Taiwan's Hard Disk Drive Industry Since 1979." Thesis, 1998. http://ndltd.ncl.edu.tw/handle/78997976227504959403.
Full text淡江大學
國際貿易學系
86
This research describes the history of Taiwan's Hard Disk Drive Industry since 1979. After Industrial Technology Research Institute (ITRI) developed the first Hard Disk Drive, there are six major companies, including Cogito, Priam, Microscience, Magtron, Greenery and Zentek, which entered the industry during the past ten years. Somehow, they all have dropped out. Most of the previous papers regarding Taiwan's information technology alwaysProcedure passes the topic of Hard Disk Drive Industry. However, we can't deny the fact that Hard Disk Drive will be onof the most vital key components in thefuture information technology development.The research uses case-study method to find out the failing reasons of Taiwan's Hard Disk Drive industry after consulting 30 people who have been in the related area. Also, this article will show a clean and concrete picture of all those films, which have entered this field, as weexplaining why the Hard Disk Drive industry can't succeed in Taiwan. The major objective of this research includes the followings: 1. What is the institutional characteristic of global Hard Disk Driver industry? 2.The reason why Taiwan fail in the field? 3.If there is any possibility Taiwan can succeed in the industry? If yes, what can we do? : First, there are seven characteristics in Hard Disk Drive industry, including monopoly, foreign direct investment, industrial marketing, technical intensive, vertical integration, capital intensive, labor intensive. Afteyears, we can find out that all these companies which follower the above rules can survived, whereas those which against will be squeezed out.Second, the major failing reasons of Taiwan's Hard Disk Driveindustry are: 1 There leave doubt for government policy toward the development of this industry.2 There is no attraction in Taiwan for those foreign investors.3 These exist gap between films expectation and reality.4 The overall performance of domestic key component companies is below expectation.5 The quality and pricing of domestic Hard Disk Drive can't meet the needs of local PC films.6 This perception gap between companies and ITRI.7 The companies don't have a long-term vision toward R&D, so there is limited investment and innovation in products can hardly be found.8 There is no consistency and continuity in capital investment. Third, There is two ways left to be improved if Taiwan is willing to enter the market in the future:1 Start to develop key components and corporate with existing PC industry at the same time. By doing so, it should be easier to development Hard Disk Drive industry.2 Merger, like Hyundai Groups did on Maxtor, to lower therisk of entering the field as a new brand.
Balu, Henish Hemendra. "Predicting Hard Disk Drive Failures and Misbehavior." Dissertação, 2020. https://hdl.handle.net/10216/131963.
Full textBalu, Henish Hemendra. "Predicting Hard Disk Drive Failures and Misbehavior." Master's thesis, 2020. https://hdl.handle.net/10216/131963.
Full textHuang, Peng-Yu, and 黃鵬彧. "Mining Frequent patterns under Limited Memory:Without Hard Disk Drive." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/sqfg6f.
Full text國立高雄應用科技大學
資訊工程系
103
When it comes to data mining, it’s a noun that popped up several years ago. Nowadays, data mining has been replaced with big data mining which derives frequent pattern mining that also importantly regarded. Data has become much more important than property not only because our world is filled with computers and digital messages but also because we can't directly find what we need in a great deal of data. Thus, it's a trend to use skill-explored ways to find valuable messages and gain more benefits. According to compile statistics, because our hard disk and memory grow multiple every season results in that we can't deal with data-explored growth correct due to we only have to handle few data like 64kbyte or 128kbyte. It brings a new noun called big data mining. In this study, we come up with a way of FP-Tree. Achieving our goal by using a whole new FP-Tree and sorts an exploring of big data mining in core memory.
Hsieh, Kun-Fang, and 謝坤芳. "Technology Strategy & New Product Development for Hard Disk Drive Head & Disk Interface : A Case of S Company Hard Disk Development." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/84767379737848156095.
Full text國立清華大學
工業工程與工程管理學系碩士在職專班
99
Technology Strategy & New Product Development for Hard Disk Drive Head & Disk Interface: A Case of S Company Hard Disk Development Student: Kun-Fang Hsieh Advisor: Dr. Yee-Yeen Chu Department of Industrial Engineering & Engineering Management National Tsing Hua University Abstract Adopting suitable technology strategy and accelerating the new product development are critical to enhance competitiveness of corporation. This research focuses on the technology strategy for hard disk drive’s head and disk interface and the new product development of hard disk. A literature review and case study of hard disk development is conducted to analyze the technology strategy and its link with new product development, in the Design-Build-Test cycle. The research explores the ways to reduce the new product develop cycle through building up the accelerating development team in the common research lab and enhancing the communication to complete hard disk new product development. The case study uses actual participations, execution, and observations of the development practices, including deciding on technology choices, overcoming the difficulties and finding out the key factors to improve the development cycle. The research expects to provide a practical model of technology strategy and technology selection for hard disk drive’s head and disk interface. Keywords:New Product Development Technology Strategy Head Disk Interface
Liu, Qin Zhou, and 劉欽洲. "Design of intelligent seeking controllers for hign precision hard disk drive." Thesis, 1995. http://ndltd.ncl.edu.tw/handle/59321406574950896596.
Full text"Economic crisis and technological trajectories: hard disk drive production in Southeast Asia." The MIT Japan Program, Center for International Studies, Massachusetts Institute of Technology, 2001. http://hdl.handle.net/1721.1/16568.
Full textAvailable in PDF from the MIT Japan Program Website.
"Date of publication: June 20, 2001"--T.p. verso. "MIT International Science and Technology Initiatives"--Cover.
Includes bibliographical references (p. 32-36).
Song, H., Murali Damodaran, and Quock Y. Ng. "Simulation of Flow Field and Particle Trajectories in Hard Disk Drive Enclosures." 2003. http://hdl.handle.net/1721.1/3895.
Full textSingapore-MIT Alliance (SMA)
Chang, Chih-Chieh, and 張智傑. "Optimum Isolation Design for Enhancing Transmission Efficiency of a Hard Disk Drive." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/19422137213725229722.
Full text大同大學
機械工程學系(所)
99
As hard disks continue to grow in capacity, they are becoming more and more delicate. Thus, data transfer rates are easily affected by vibration; hard disks are especially vulnerable when they are transferring data. This study places a hard disk on a vibration tester to simulate the external environment; the hard disk is put through different vibration frequencies, acceleration and angles. The hard disk is linked to a computer and how much it is affected by vibration is determined based on the data transfer rate by use IOmeter software. Taguchi methods, neural network system and genetic algorithm (GA) optimization methods are applied along with an experiment to find the optimum design for anti-shock pad hardness. This study is divided into two parts: 1. Anti-shock pad performance test: Data transfer rate is tested for anti-shock pads of different hardness, thickness and at different angles; data transfer rates are charted for when (a) only the hardness is changed, (b) only the angle is changed and (c) only the thickness is changed. 2. The frequency for when the lowest data transfer rate was measured is used as the target frequency, and then Taguchi methods, neural network system and GA is applied to find the optimum data transfer rate for a single vibration frequency. A mathematical model is constructed using neural network system based on input and output figures, and then GA is applied to find the optimum hardness of anti-shock pads, as well as the optimum data transfer rate. The resulting optimal hardness is compared with the optimal hardness calculated before conducting the experiment. According to results, for the optimum anti-shock pad hardness found using the network model created from neural network system and GA, reading speed was at least 15 IOps higher than the original reading speed. This result proves the feasibility of applying neural network system and GA in the practice of anti-shock design.
Huang, Sheng-Shiung, and 黃聖雄. "Mining Frequent Patterns under Limited Memory: By Assistance of Hard Disk Drive." Thesis, 2015. http://ndltd.ncl.edu.tw/handle/m9u745.
Full text國立高雄應用科技大學
資訊工程系
103
Data mining technology has been widely studied and applied in recent years. Frequent pattern mining is one important technical field of such research. The frequent pattern mining technique is popular not only in academia but also in the business community.With advances in technology, databases have become so large that data mining is impossible because of memory restrictions. In this study, we propose a novel algorithm called Hybrid Mine (H-Mine) to help improve this situation. H-Mine saves a part of the information that is not stored in the memory, and through the use of mixed hard disk and memory mining we are able to complete data mining with limited memory. The results of empirical evaluation under various simulation conditions show that H-Mine delivers excellent performance in terms of execution efficiency and scalability.
Lu, Szu-Wei, and 呂思緯. "Investigation of surface topography effect on drive head flying in hard disk." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/ca85g8.
Full text國立交通大學
理學院應用科技學程
106
A hard disk and a read/write head are the most important parts in a hard disk drive (HDD). With the size of an HDD getting smaller and the rotation speed of a hard disk getting higher, a few studies in the last few years have indicated that the surface morphology of a hard disk has a significant impact on head flying height and stability. Thus, for designing an HDD, we need to verify which wavelength of morphology is optimum for head flying height and use it as an index to improve the surface morphology of a hard disk. In this study, we used different conditions of polishing, annealing, sputtering and chemical etching to change the surface morphology of a hard disk. We used AE sensor (Acoustic Emission Sensor) for touch-down power measurement and optical surface analyzer (OSA) and atomic force microscopy (AFM) for measuring the surface morphology of the hard disk. Finally, we found that micro-waviness has a significant influence on the head flying height through a correlation analysis.
Chuang, Ming-Fu, and 莊銘富. "Using RAID Technology to Sort The Performance Quality of Hard Disk Drive." Thesis, 2018. http://ndltd.ncl.edu.tw/handle/ep2as2.
Full text輔仁大學
電機工程學系碩士在職專班
105
This paper proposes an automatic program to sort the performance quality of hard disk drive by using the Redundant Array of Independent Disks (RAID) technology with the software of IO Meter. Associating with the binary search algorithm, the disk-array configuration of RAID 5 is firstly applied to identify the groups of low-performance Logical Disk (LD). Then, using the Non-RAID (NRAID) configurations exactly recognize the unqualified hard disks. Finally, the effect of this program is confirmed at the end with the improved performance verification by replacing the problematic hard disks.