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Dissertations / Theses on the topic 'Scalable Data Architecture'

Author: Grafiati

Published: 7 June 2025

Last updated: 16 July 2025

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1

Mehta, Dhananjay. "Building a scalable distributed data platform using lambda architecture." Kansas State University, 2017. http://hdl.handle.net/2097/35403.

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Master of Science<br>Department of Computer Science<br>William H. Hsu<br>Data is generated all the time over Internet, systems sensors and mobile devices around us this is often referred to as ‘big data’. Tapping this data is a challenge to organizations because of the nature of data i.e. velocity, volume and variety. What make handling this data a challenge? This is because traditional data platforms have been built around relational database management systems coupled with enterprise data warehouses. Legacy infrastructure is either technically incapable to scale to big data or financially in

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2

Ward, Michael Patrick. "A transputer based scalable data acquisition system." Thesis, University of Liverpool, 1995. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.318280.

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Li, Ke, and University of Lethbridge Faculty of Arts and Science. "A reconfigurable and scalable efficient architecture for AES." Thesis, Lethbridge, Alta. : University of Lethbridge, Deptartment of Mathematics and Computer Science, 2008, 2008. http://hdl.handle.net/10133/778.

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A new 32-bit reconfigurable FPGA implementation of AES algorithm is presented in this thesis. It employs a single round architecture to minimize the hardware cost. The combinational logic implementation of S-Box ensures the suitability for non-Block RAMs (BRAMs) FPGA devices. Fully composite field GF((24)2) based encryption and keyschedule lead to the lower hardware complexity and convenience for the efficient subpipelining. For the first time, a subpipelined on-the-fly keyschedule over composite field GF((24)2) is applied for the all standard key sizes (128-, 192-, 256-bit). The proposed arch

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de, la Rúa Martínez Javier. "Scalable Architecture for Automating Machine Learning Model Monitoring." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-280345.

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Last years, due to the advent of more sophisticated tools for exploratory data analysis, data management, Machine Learning (ML) model training and model serving into production, the concept of MLOps has gained more popularity. As an effort to bring DevOps processes to the ML lifecycle, MLOps aims at more automation in the execution of diverse and repetitive tasks along the cycle and at smoother interoperability between teams and tools involved. In this context, the main cloud providers have built their own ML platforms [4, 34, 61], offered as services in their cloud solutions. Moreover, multip

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5

Fero, Allison. "A scalable architecture for the interconnection of microgrids." Thesis, Massachusetts Institute of Technology, 2017. http://hdl.handle.net/1721.1/115007.

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Thesis: S.M. in Technology and Policy, Massachusetts Institute of Technology, School of Engineering, Institute for Data, Systems, and Society, Technology and Policy Program, 2017.<br>This electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.<br>Cataloged from student-submitted PDF version of thesis.<br>Includes bibliographical references (pages 789-84).<br>Electrification is a global challenge that is especially acute in India, where about one fifth of the population has no access to electricity. Solar powe

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6

Mühll, Johann Rudolf Vonder. "Concept and implementation of a scalable architecture for data-parallel computing /." [S.l.] : [s.n.], 1996. http://e-collection.ethbib.ethz.ch/show?type=diss&nr=11787.

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7

Gupta, Pankaj. "RESOURCE-CONSTRAINT AND SCALABLE DATA DISTRIBUTION MANAGEMENT FOR HIGH LEVEL ARCHITECTURE." Doctoral diss., University of Central Florida, 2007. http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/4345.

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In this dissertation, we present an efficient algorithm, called P-Pruning algorithm, for data distribution management problem in High Level Architecture. High Level Architecture (HLA) presents a framework for modeling and simulation within the Department of Defense (DoD) and forms the basis of IEEE 1516 standard. The goal of this architecture is to interoperate multiple simulations and facilitate the reuse of simulation components. Data Distribution Management (DDM) is one of the six components in HLA that is responsible for limiting and controlling the data exchanged in a simulation and reduc

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Wang, Tianqi. "An architecture to support scalable distributed virtual environment systems on grid." Click to view the E-thesis via HKUTO, 2004. http://sunzi.lib.hku.hk/hkuto/record/B31473374.

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9

Olofsson, Louise. "Sustainable and scalable testing strategy in a multilayered service-based architecture." Thesis, Luleå tekniska universitet, Institutionen för system- och rymdteknik, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-80134.

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This thesis examines and evaluates whether it is possible to measure the quality of a software project and introduces a metric that will evaluate if the quality of every test performed when developing software can be measured. This subject is examined because it can be hard to conclude how well a project and all its parts performed, both during implementation and after it is done. To facilitate this need, this thesis provides a possible solution. To try and answer these questions and meet the needs of this tool a prototype has been developed. The prototype is automated and runs through all t

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Wang, Tianqi, and 王天琦. "An architecture to support scalable distributed virtual environment systems on grid." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2004. http://hub.hku.hk/bib/B31473374.

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11

Suthakar, Uthayanath. "A scalable data store and analytic platform for real-time monitoring of data-intensive scientific infrastructure." Thesis, Brunel University, 2017. http://bura.brunel.ac.uk/handle/2438/15788.

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Monitoring data-intensive scientific infrastructures in real-time such as jobs, data transfers, and hardware failures is vital for efficient operation. Due to the high volume and velocity of events that are produced, traditional methods are no longer optimal. Several techniques, as well as enabling architectures, are available to support the Big Data issue. In this respect, this thesis complements existing survey work by contributing an extensive literature review of both traditional and emerging Big Data architecture. Scalability, low-latency, fault-tolerance, and intelligence are key challen

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12

Urra, Rodrigo A. "Scalable ray tracing with multiple GPGPUs /." Online version of thesis, 2009. http://hdl.handle.net/1850/8705.

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13

Marupudi, Surendra Brahma. "Framework for Semantic Integration and Scalable Processing of City Traffic Events." Wright State University / OhioLINK, 2016. http://rave.ohiolink.edu/etdc/view?acc_num=wright1472505847.

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14

Helg, Emil, and Kristoffer Silverhav. "A scalable back-end system for web games using a RESTful architecture." Thesis, Linköpings universitet, Interaktiva och kognitiva system, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-131253.

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The objective of this thesis was to design and implement a scalable and load efficient back-end system for web game services. This is of interest since web applications may overnight gain a significant increase in user base, because of viral sharing. Therefore designing the web application to service an increasing amount of users can make or break the application, in regard to keep the user base. Because of this, testing how well the system performs during heavy load can be used as a foundation when making a decision of when and where to scale up the application. The system was to be generical

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Eriksson, Pär. "Providing a scalable architecture to support low-latency ad-hoc funnel analysis on custom defined events for an A/B testing use case." Thesis, Linköpings universitet, Medie- och Informationsteknik, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-138986.

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A/B testing combined with funnel analysis is a highly interesting technique to support data driven decision making. This thesis outlines a scalable architecture that gathers custom defined events and applies funnel analysis to gain valuable insights about user behaviour. The insights of the users are discussed from an A/B testing point of view, however, these insights are just as valuable for scenarios outside A/B testing as well. Custom defined events together with A/B testing is an interesting combination, since it provides opportunities to test different versions of an application against e

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Ferdous, Wahid Khan. "An ID-based mutually authenticated edge-to-edge security architecture for bridged provider networks to secure layer-2 communications." Doctoral thesis, Universitat Pompeu Fabra, 2011. http://hdl.handle.net/10803/32050.

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IEEE standardized a Layer-2 security, named Media Access Control security (MACsec), for interoperability. It provides link-based security through hop-by-hop operation. The link-constrained security of MACsec eliminates the confidentiality of user data inside bridges. Hence, high-speed Ethernet-based Broadband networks are susceptible to attacks in large network deployment, where bridges need to be resided in street cabinets, road side poles or public places for easy user access. We propose an ID-based mutually authenticated edge-to-edge security architecture to address this remaining gap (i.e.

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17

Buehrer, Gregory T. "Scalable mining on emerging architectures." Columbus, Ohio : Ohio State University, 2007. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1198866625.

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Buehrer, Gregory T. "Scalable mining on emerging architectures." The Ohio State University, 2008. http://rave.ohiolink.edu/etdc/view?acc_num=osu1198866625.

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19

Nannoni, Nicolas. "Message-oriented Middleware for Scalable Data Analytics Architectures." Thesis, KTH, Skolan för informations- och kommunikationsteknik (ICT), 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-167139.

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The democratization of Internet allowed many more people to use online services and enjoy their benefits. The traffic towards websites became tremendous those recent years, especially with the apparition of social networks. Mobile application, televisions and other non--‐computer devices also get connected to the Internet and use it to provide services to the end--‐users: Video on--‐demand, music streaming and so on. These applications rely on powerful backend servers that handle the requests made by devices and provide statistics and metrics about application usage. These metrics can be gener

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20

Solat, Siamak. "Novel fault-tolerant, self-configurable, scalable, secure, decentralized, and high-performance distributed database replication architecture using innovative sharding to enable the use of BFT consensus mechanisms in very large-scale networks." Electronic Thesis or Diss., Université Paris Cité, 2023. http://www.theses.fr/2023UNIP7025.

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Cette thèse de doctorat se compose de 6 chapitres. Dans le premier chapitre, en guise d'introduction, nous donnons un aperçu des objectifs généraux et des motivations des réseaux décentralisés et permissionless, ainsi que des obstacles auxquels ils sont confrontés. Dans l'introduction, nous évoquons également la solution irrationnelle et illogique, connue sous le nom de « blockchain permissioned », qui a été proposée pour améliorer les performances des réseaux similaires à Bitcoin. Cette question a été détaillée au chapitre 5. Dans le chapitre 2, nous rendons clairs et intelligibles les systèm

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21

Revuelta, Fernández Borja. "Study of Scalable Architectures on FPGA for Space Data Processors." Thesis, KTH, Skolan för elektroteknik och datavetenskap (EECS), 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-254909.

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Spacecrafts are notably complex systems designed and constructed in multidisciplinary teams. The on-board computer of a spacecraft is part of the on-board data systems in charge of the on-board processing and handling of payload data collected from the instruments, which require high-performance radiationhardened-by-design (RHBD) processing devices. Over the last decades, the demand of high-performance systems used as on-board payload data processing systems has been increasing steadily due to new mission requirements, such as flexibility, faster development time, and new applications. At the

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22

DeBenedetto, Louis J. "A Survey of Scalable Real-Time Architectures for Data Acquisition Systems." International Foundation for Telemetering, 1999. http://hdl.handle.net/10150/606834.

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International Telemetering Conference Proceedings / October 25-28, 1999 / Riviera Hotel and Convention Center, Las Vegas, Nevada<br>Today’s large-scale signal processing systems impose massive bandwidth requirements on both internal and external communication systems. Most often, these bandwidth requirements are met by scalable input/output architectures built around high-performance, standards-based technology. Several such technologies are available and are in common use as internal and/or external communication mechanisms. This paper provides an overview of some of the more common scal

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23

Fink, Wolfgang, Alexander J. W. Brooks, Mark A. Tarbell, and James M. Dohm. "Tier-scalable reconnaissance: the future in autonomous C4ISR systems has arrived: progress towards an outdoor testbed." SPIE-INT SOC OPTICAL ENGINEERING, 2017. http://hdl.handle.net/10150/626010.

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Autonomous reconnaissance missions are called for in extreme environments, as well as in potentially hazardous (e.g., the theatre, disaster-stricken areas, etc.) or inaccessible operational areas (e.g., planetary surfaces, space). Such future missions will require increasing degrees of operational autonomy, especially when following up on transient events. Operational autonomy encompasses: (1) Automatic characterization of operational areas from different vantages (i.e., spaceborne, airborne, surface, subsurface); (2) automatic sensor deployment and data gathering; (3) automatic feature extrac

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24

Lamata, Martinez Ignacio. "The integration of earthquake engineering resources." Thesis, University of Oxford, 2014. http://ora.ox.ac.uk/objects/uuid:5c5ca053-efc7-49a2-a52e-234189f5fb3c.

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Earthquake engineering is increasingly focusing on large international collaborations to address complex problems. Recent computing advances have greatly contributed to the way scientific collaborations are conducted, where web-based solutions are an emerging trend to manage and present results to the scientific community and the general public. However, collaborations in earthquake engineering lack a common interoperability framework, resulting in tedious and complex processes to integrate results, which cannot be efficiently used by third-party institutions. The work described in this thesis

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25

Kendall, Wesley James. "A Scalable Architecture for Simplifying Full-Range Scientific Data Analysis." 2011. http://trace.tennessee.edu/utk_graddiss/1198.

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According to a recent exascale roadmap report, analysis will be the limiting factor in gaining insight from exascale data. Analysis problems that must operate on the full range of a dataset are among the most difficult. Some of the primary challenges in this regard come from disk access, data managment, and programmability of analysis tasks on exascale architectures. In this dissertation, I have provided an architectural approach that simplifies and scales data analysis on supercomputing architectures while masking parallel intricacies to the user. My architecture has three primary general con

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26

Chen, Chi-hung, and 陳積弘. "DLC:A Scalable Peer-to-peer Lookup Service and Data Sharing Architecture." Thesis, 2005. http://ndltd.ncl.edu.tw/handle/90375489177888632858.

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碩士<br>國立交通大學<br>資訊工程系所<br>93<br>In recent years, as the end users’ equipments get more and more powerful, the peer- to-peer applications become more and more popular. There are many different kinds of peer-to-peer architectures. However, most of them only focus on how to search data and/or how to maintain neighbor relations. Unfortunately, some hosts selected to be hot points (via points) may result in low performance due to heavy overhead. In order to solve these problems, we propose a new P2P architecture, called DLC, that base on Chord. In DLC, we pay more attention to the transmission and

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Joshi, Ajay Manohar 1976. "Constructing adaptable and scalable synthetic benchmarks for microprocessor performance evaluation." Thesis, 2007. http://hdl.handle.net/2152/3613.

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Benchmarks set standards for innovation in computer architecture research and industry product development. Consequently, it is of paramount importance that the benchmarks used in computer architecture research and development are representative of real-world applications. However, composing such representative workloads poses practical challenges to application analysis teams and benchmark developers - (1) Benchmarks that are standardized are open-source whereas applications of interest are typically proprietary, (2) Benchmarks are rigid, measure single-point performance, and only represent

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Dwivedi, Satyam. "Low Power Receiver Architecture And Algorithms For Low Data Rate Wireless Personal Area Networks." Thesis, 2010. https://etd.iisc.ac.in/handle/2005/2228.

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Sensor nodes in a sensor network is power constrained. Transceiver electronics of a node in sensor network consume a good share of total power consumed in the node. The thesis proposes receiver architecture and algorithms which reduces power consumption of the receiver. The work in the thesis ranges from designing low power architecture of the receiver to experimentally verifying the functioning of the receiver. Concepts proposed in the thesis are: Low power adaptive architecture :-A baseband digital receiver design is proposed which changes its sampling frequency and bit-width based on in

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Dwivedi, Satyam. "Low Power Receiver Architecture And Algorithms For Low Data Rate Wireless Personal Area Networks." Thesis, 2010. http://etd.iisc.ernet.in/handle/2005/2228.

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Sensor nodes in a sensor network is power constrained. Transceiver electronics of a node in sensor network consume a good share of total power consumed in the node. The thesis proposes receiver architecture and algorithms which reduces power consumption of the receiver. The work in the thesis ranges from designing low power architecture of the receiver to experimentally verifying the functioning of the receiver. Concepts proposed in the thesis are: Low power adaptive architecture :-A baseband digital receiver design is proposed which changes its sampling frequency and bit-width based on inte

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