Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 20 of 40 for “"Scalable framework"”.
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AutoDiff: A Scalable Framework for Automated Model Comparison
… of adapted models. AutoDiff is a scalable, automated framework for tracing model divergence on a per-neuron basis. It exhaustively profiles every feed-forward (MLP) unit across a pair of models, identifies the neurons with the largest activation gaps, and links these differences to …
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The Illinois Retrieval Benchmark : A scalable framework for characterizing retrieval-augmented generation via automated fact-checking
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-19 without embargo terms
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USIMPL: An Extension of Isabelle/UTP with Simpl-like Control Flow
… Schirmer’s Simpl in order to achieve a modular, scalable framework for deductive proofs of program correctness utilizing Hoare logic and Hoare-style algebraic laws of programming.
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A spatial scalable video coding with selective data transmission using wavelet decomposition.
In this research a scalable video coding framework is proposed, mainly focusing on spatial scalability, and a subjective data compression algorithm based on: (1) quality, (2) resolution (target output device), and (3) bandwidth. This framework enables the scalable delivery of video based on the …
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An Evaluation of the Equitable Practices for STEM Education to Prepare All Students for the 21st Century
… STEM program adoption broadly and identifies a scalable framework of practices that includes all students in STEM programs.</p>
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LLM-powered active learning for cost-effective text classification
… thesis presents an LLM-powered active learning framework for cost-effective text classification, addressing the challenge of potential LLM annotation errors while balancing annotation quality and model accuracy. Our methodology combines human and large language model (LLM) annotations using …
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On the Programmability and Performance of OpenCL Designs for FPGA
… thesis presents and discusses a software-centric framework to debug and profile the synthesized designs generated using HLS tools. This thesis proposes basic code patterns, including a timestamp and a scalable framework, which can be plugged easily into OpenCL kernels, to collect and process …
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A framework for integrating wireless sensors and cloud computing
… a large volume of data that require a highly scalable framework that enables storage, processing, and analysis. Cloud computing technology can provide unlimited storage in addition to a flexible processing infrastructure, allowing for the management and analysis of vast amounts of sensor data. …
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Enhancing Satellite Constellations with Scalable Network Simulation and Rapid Passive Safety Assessment
This dissertation presents an innovative, scalable framework that integrates realistic network simulation with rapid collision assessment for satellite constellations. A key contribution is the introduction of a novel, rapid passive safety-checking method based on closed-form analysis of relative …
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Shade : a differentially private wrapper around Apache Spark
… to do so. We propose an alternative - a framework that will allow privacy preserving data analytics over big data. In this paper, we present an efficient and scalable framework for Apache Spark, a cluster computing framework, that provides strong privacy guarantees for users even in the …
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An integrative bioinformatics approach to characterize molecular landscapes and clinical outcomes in acute leukemias
… can be inferred from RNA-seq data within a scalable framework. Third, the dissertation investigated whether transcriptome-derived developmental states correspond to immunoglobulin and T-cell receptor rearrangement patterns. These rearrangements were integrated with transcriptional …
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Monitoring, modeling, and hybrid simulation—an integrated Bayesian-based approach to high-fidelity fragility analysis
… aims to develop a systematic Bayesian-based framework to estimate high-fidelity fragility functions by integrating monitoring, modeling, and hybrid simulation, with the final goal of improving the accuracy of seismic risk assessment to support both pre- and post-disaster decision-making. In …
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Graphical models and message-passing algorithms for network-constrained decision problems
… Probabilistic graphical models provide a scalable framework for developing efficient inference methods, such as message-passing algorithms that exploit the conditional independencies encoded by the given graph. Conceptually, this framework extends naturally to a distributed network …
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Empowering Emerging Air Medical Leaders Through A Novel Professional Development Program Adapting National Nursing And Healthcare Management Competencies To A Multi-State Air Medical Service
… a high degree of participant satisfaction. Its scalable framework enables broader utilization in decentralized and non-hospital healthcare environments through the delivery of innovative curricula via both in-person and virtual modalities. </p>
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Digital Twin for Photovoltaic System Maintenance Support
… rule-based and predictive maintenance within a scalable framework for industrial PV plants. A proof-of-concept implementation validates that the modular service-oriented architecture can support both real-time monitoring and predictive analysis while maintaining architectural flexibility and …
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Small Stores, Big Obstacles: Understanding Constraints and Opportunities for Micro-retail Firms
… closure dynamics and implements a misallocation framework to quantify distortions in capital and labor usage. The results reveal that misallocation—particularly of capital—is pervasive and systematically linked to institutional weaknesses and credit access constraints. In response to the limited …
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Augmenting Dynamic Query Expansion in Microblog Texts
… when tracking a fixed set of entities? A scalable framework is essential to allow relative assessment of emerging themes such as airport threats. (2) What visual knowledge discovery framework to adopt that can incorporate users' feedback back into the search result refinement process? A …
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COMMUNITY IMPACTS TO AND FROM GLACIOLOGY: ANALYZING THE EFFECTS OF CLIMATE CHANGE ON HIMALAYAN MOUNTAIN COMMUNITIES WHILE BUILDING THE NEXT GENERATION OF GEOSCIENTISTS
… endeavors. Chapter 1 introduces the dissertation framework and sets the stage for the work outlined in Chapters 2-4. Chapter 2 presents a Glacier Index that provides a seasonal measure of the relative importance of glaciers to hydrologic basins in High Mountain Asia and how that importance will …
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Predicting soil properties using machine learning: a smartphone solution for stakeholders
… conservation, offering a replicable and scalable framework suitable for global adoption in diverse geographical settings.
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A rapid, flexible and scalable DNA assembly platform for genome engineering and regulated gene expression applications in Plasmodium falciparum
… integrated these capabilities into a modular and scalable framework that can be used to efficiently edit, regulate and delete any target parasite gene after a single genome editing operation. This approach will accelerate studies of parasite gene function, and help prioritize potential drug and …
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