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2024

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Design And Implementation Of Maritime Unmanned Cross-Domain Collaborative Effectiveness Evaluation System Based On Mlp, Hongyu Hu, Tianzhu Gao, Haitao Gu Nov 2024

Design And Implementation Of Maritime Unmanned Cross-Domain Collaborative Effectiveness Evaluation System Based On Mlp, Hongyu Hu, Tianzhu Gao, Haitao Gu

Journal of System Simulation

Abstract: In the face of the problem of evaluating the detection capability effectiveness of the maritime unmanned cross-domain collaborative system, it is necessary to study the evaluation indexes and evaluation algorithm. In this paper, the robot's own parameters and environmental parameters are combined to build a calculation model for evaluation indexes, such as detection coverage rate, repeated detection rate, the number of pixels per unit area, and energy as well as an evaluation system for detection capability of the maritime unmanned cross-domain collaborative system. The subjectivity in the evaluation process is reduced, and training data is generated by the availability …


Improvement Of A* Algorithm In Path Planning Of Mobile Robot, Dexin Yao, Hongjun San, Yaru Wang, Haijie Sun, Jiupeng Chen, Xiaoyuan Yang Nov 2024

Improvement Of A* Algorithm In Path Planning Of Mobile Robot, Dexin Yao, Hongjun San, Yaru Wang, Haijie Sun, Jiupeng Chen, Xiaoyuan Yang

Journal of System Simulation

Abstract: To solve the problems of excessively redundant nodes, low search efficiency, and excessive path turning angle in the path search of the traditional A* algorithm, an improved A* algorithm is proposed to plan the optimal path. First, the amount of search neighborhood of the A* algorithm is increased to 24 to obtain a more accurate and comprehensive search field. Second, the angle search algorithm is introduced, eliminating the unnecessary nodes in the path search and making the search more target-oriented. Third, the heuristic function is weighted by the exponential attenuation through the relative position of the current point and …


Fringe-Field Actuation Of Mems Cantilever Resonators: Capacitance Model For Frequency-Amplitude Response Of Parametric Resonance, Miguel A. Martinez, Dumitru I. Carantu Nov 2024

Fringe-Field Actuation Of Mems Cantilever Resonators: Capacitance Model For Frequency-Amplitude Response Of Parametric Resonance, Miguel A. Martinez, Dumitru I. Carantu

Mechanical Engineering Faculty Publications

The paper investigates the frequency-amplitude response of micro-electromechanical system (MEMS) cantilever beams, which are actuated by the fringe field at parametric resonance. In this design, a micro cantilever beam (flexible electrode) and a ground plate (fixed electrode) are placed in parallel and connected through an AC voltage. The electrostatic force is due to electric field lines within the volume directly between the cantilever and the ground plate. The parallel-plate capacitance is directly related to the overlapping area of the two electrodes. However, to accurately compute the capacitance of the two electrodes, the effects due to the fringing field must be …


Integrating Popular Music Into Instrumental Method Books For Beginning Students, Joshua E. Kohl Nov 2024

Integrating Popular Music Into Instrumental Method Books For Beginning Students, Joshua E. Kohl

Doctoral Dissertations and Projects

Some students in beginning band programs struggle while learning to use their instruments to play unfamiliar music. Modern beginning instrumental method books, aimed at beginners, are based on the Orff Schulwerk Methodology. In this methodology, students learn to play their instrument by using well-known music selected from classical music, folk tunes, and the popular music of the day. However, many of these method books do not contain any current popular music to help teach the beginning band student. This study identifies the current usage of songs within the various instrumental method books and students’ familiarity with the music from these …


The Impact Of The Coronavirus Disease 2019 Pandemic On Urban Nonprofit Organizations In A Southeastern City, Yvette Michelle Brown Nov 2024

The Impact Of The Coronavirus Disease 2019 Pandemic On Urban Nonprofit Organizations In A Southeastern City, Yvette Michelle Brown

Doctoral Dissertations and Projects

This qualitative study examined the impact of the coronavirus disease 2019 pandemic on human services nonprofit organizations in an urban setting and the strategic measures implemented by the leaders to remain focused on their mission. The logic of inference was that the pandemic significantly impacted these nonprofit organizations, forcing the public administration leaders to implement new innovative strategies that should be documented. The study data was collected and analyzed through three streams of data: interviews with nonprofit or public administration leaders, surveys of nonprofit employees, and document analysis of organizational financial reports over four years. The results from the interviews …


Data Analytics Strategies For Management Accountants In Small And Medium Enterprises, Katty Nkeze Nkem Nov 2024

Data Analytics Strategies For Management Accountants In Small And Medium Enterprises, Katty Nkeze Nkem

Walden Dissertations and Doctoral Studies

Data analytics has increasingly become vital in maintaining competitive advantage in the contemporary business environment. Small and medium enterprises (SMEs) have been among the top beneficiaries of data-driven decision-making processes; however, management accountant leaders often do not effectively use data analytics strategies for decision-making purposes to maintain a competitive advantage. Grounded in the diffusion of innovation theory and the technology acceptance model, the purpose of this qualitative pragmatic inquiry study was to explore data analytics strategies that SME management accountant leaders in Virginia use for decision-making purposes to maintain a competitive advantage. The participants were 12 SME management accountants and …


Post-Course Statistics Interpretation Anxiety In An Asynchronous Online Statistics Course: A Causal-Comparative Study Of Traditional And Nontraditional Students, Andrea Rose Boito Nov 2024

Post-Course Statistics Interpretation Anxiety In An Asynchronous Online Statistics Course: A Causal-Comparative Study Of Traditional And Nontraditional Students, Andrea Rose Boito

Doctoral Dissertations and Projects

The purpose of this quantitative, causal-comparative study was to determine if there was a difference in post-course statistics interpretation anxiety for asynchronous online introductory statistics students who were traditional, those under age 24, and those who were nontraditional, aged 24 and older, when controlling for pre-course statistics interpretation anxiety. This study provides valuable information to creators and instructors of online statistics courses to understand how to better create courses to service students concerning statistics interpretation anxiety. Sixty-nine students taking the same online statistics course at a large university in the northeastern United States were assessed. The pre-course and post-course Statistical …


The Predictive Relationship Between The Percentage Of High School Students Experiencing Homelessness And On-Time Graduation, Michelle Lee Wiggs Nov 2024

The Predictive Relationship Between The Percentage Of High School Students Experiencing Homelessness And On-Time Graduation, Michelle Lee Wiggs

Doctoral Dissertations and Projects

The purpose of this predictive correlational study was to determine how accurately the percentage of students in Oklahoma high schools who graduate on-time be predicted by the percentage of those students who experienced homelessness during their four years of high school. The theoretical framework for this study came from Maslow’s Hierarchy of Needs, resiliency theory, and grit theory. A bivariate linear regression analysis was conducted to examine predictive relationships between the criterion variable, percentage of students who graduated from high school on-time of Oklahoma high school students, and the predictor variable, percentage of youth experiencing homelessness (YEH). Archival data from …


Improving The Self-Esteem Scores Of High School Students Through Artificial Intelligence Counseling: A Quantitative, Quasi-Experimental Study, Alexis Breanne Bolen Nov 2024

Improving The Self-Esteem Scores Of High School Students Through Artificial Intelligence Counseling: A Quantitative, Quasi-Experimental Study, Alexis Breanne Bolen

Doctoral Dissertations and Projects

The purpose of this quantitative, quasi-experimental study was to determine the difference in self-esteem scores among high school students who participated in artificial intelligence counseling and those who did not when controlling for pretest scores. Student self-esteem is significant because it influences their work effort, class participation, and social interactions; therefore, research on the effect of artificial intelligence counseling is significant in exploring affordable and effective counseling methods to increase student self-esteem. The researcher used a convenience sample of 74 high school students from a private school in northern Maryland. Participants were evenly distributed into one treatment group and one …


General Education Teachers' Experience With Implementing Accommodations To Students With Special Needs: A Phenomenological Qualitative Study, Kari Connors Buono Nov 2024

General Education Teachers' Experience With Implementing Accommodations To Students With Special Needs: A Phenomenological Qualitative Study, Kari Connors Buono

Doctoral Dissertations and Projects

This hermeneutic phenomenological study describes general educators' experiences implementing interventions for students with special needs in classrooms across the Eastern United States. The study's theory is Ajzen’s theory of planned behavior. This research was conducted with eleven general education teachers participating through interviews, journal entries, and focus groups. The sampling technique used was purposive sampling. The qualitative data was triangulated and analyzed for codes and themes. The themes were 1- Ways to improve attitudes, 2- Consequences of unsupported expectations (attitudes), 3- Responsibilities for school personnel to discern, 4-Perceived peer interactions and requirements (subjective norm), and 5- Belief in personal ability …


Military Early Childhood Educators' Experiences Of Transitioning From The Creative Curriculum To Early Learning Matters (Elm) Curriculum: A Case Study, Joretta Anderson Nov 2024

Military Early Childhood Educators' Experiences Of Transitioning From The Creative Curriculum To Early Learning Matters (Elm) Curriculum: A Case Study, Joretta Anderson

Doctoral Dissertations and Projects

The purpose of this qualitative case study was to examine the experiences of military early childhood educators at a military installation in eastern Virginia as they transitioned from Creative Curriculum to the Early Learning Matters (ELM) Curriculum. The theory guiding this study was Schlossberg’s (1981) transition theory, as the aim of the study was to research educators in the time of a curriculum transition. The study was a single instrument case study, and the participants included military early childhood educators who have experienced transitioning from Creative Curriculum to ELM Curriculum. Data was collected through individual interviews, focus group discussion, and …


A Qualitative Study To Understand The Experiences Of Teachers Transitioning From Teacher Preparation Programs To A Title I Classroom, Kattie Hurst Nov 2024

A Qualitative Study To Understand The Experiences Of Teachers Transitioning From Teacher Preparation Programs To A Title I Classroom, Kattie Hurst

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to describe the experiences of novice Title I teachers when transitioning from teacher preparation programs to full-time classroom teachers in Title I classrooms in Utah, North Dakota, and Illinois. The theories guiding this study includes the humanistic learning theory, social constructivism, and teacher identity development theory. Humanistic learning theory emphasized the importance of understanding and valuing the unique experiences and perspectives of individual learners (Rogers, 1957). Social constructivism offered a valuable framework for understanding and addressing the challenges faced by novice teachers in Title I schools by highlighting the role of social interactions, …


Covid-19 And Pregnancy: A Comprehensive Study Of Comorbidities And Outcomes, Shang-Ming Zhou, Hossein Ahmadi, Lin Huo, Lisa Lix, Kate Maslin, Jos Latour, Jill Shawe Nov 2024

Covid-19 And Pregnancy: A Comprehensive Study Of Comorbidities And Outcomes, Shang-Ming Zhou, Hossein Ahmadi, Lin Huo, Lisa Lix, Kate Maslin, Jos Latour, Jill Shawe

School of Nursing and Midwifery

ObjectivesThis study aimed to investigate the impact of pregnancy and pre-existing comorbidities on COVID-19 infections and associated complications of hospitalisation and mortality in women of reproductive age (WRA). The study also compared the risk of severe COVID-19 complications between pregnant women (PW) and non-pregnant women (NPW) with and without pre-existing comorbidities. Special focus was placed on some understudied comorbidities of immunosuppression, chronic renal disease and chronic obstructive pulmonary disease (COPD).MethodsThe study utilized anonymized patient-related information for a population of 7,342,869 WRA from the Mexican Ministry of Health data repository on COVID-19. Descriptive variables were characterized using frequencies, percentages, means, and …


Vol. 39, No. 3 - Whole No. 240, Eleanor M. Farrell Nov 2024

Vol. 39, No. 3 - Whole No. 240, Eleanor M. Farrell

Mythprint

Mythprint is the monthly bulletin of the Mythopoeic Society, a nonprofit educational organization devoted to the study, discussion, and enjoyment of myth and fantasy literature, especially the works of J.R.R. Tolkien, C.S. Lewis, and Charles Williams. To promote these interests, the Society publishes three magazines, maintains a World Wide Web site, and sponsors the annual Mythopoeic Conference and awards for fiction and scholarship, as well as local and written discussion groups.


Characterizing Unconserved Shallow Wetlands In Lamoure County, North Dakota, Nathan Watson Nov 2024

Characterizing Unconserved Shallow Wetlands In Lamoure County, North Dakota, Nathan Watson

Scholars Week

Prior to modern agriculture, the plains of North and South Dakota were once a mixed grass prairie with millions of small ponds and wetlands. These wetlands provide summer breeding habitat for countless numbers of migrating bird species. Through the work of conservation organizations and Federal agencies, many of these wetlands have been restored across the Dakotas, Prairie Minnesota, and Iowa. This project focused on locating a county in an area of critical breeding habitat that has had, thus far, limited restoration of these small wetlands and determing their extent and quality using a Geographic Information System (GIS).

The study area …


A Secure And Effective Framework For Key Concept Mining From Educational Content Using Large Language Models, Ashika Sameem Abdul Rasheed Nov 2024

A Secure And Effective Framework For Key Concept Mining From Educational Content Using Large Language Models, Ashika Sameem Abdul Rasheed

Thesis/ Dissertation Defenses

This thesis examines the use of Large Language Models (LLMs) in education, with a focus on improving performance and implementing strong security measures. The research has two main goals, namely, the development of an effective lecture summarization technique using LLMs and identifying and addressing security vulnerabilities in LLM applications according to OWASP (Open Web Application Security Project) guidelines. For the former goal, we have proposed an effective framework for fine-tuning LLMs using real lecture datasets and compared the performance of different LLMs. For the latter goal, we conducted a thorough review of the application dataflow of the proposed framework and …


Improve Exclusive Breastfeeding Rates Through Early Breastfeeding Initiation, Camille Chua Nov 2024

Improve Exclusive Breastfeeding Rates Through Early Breastfeeding Initiation, Camille Chua

Dissertations

Exclusive breastfeeding can be challenging to maintain. At the project site there was an inconsistent process for breastfeeding support, so an evidence-based solution was sought. The purpose of this quantitative, quasi-experimental quality improvement project was to determine if or to what degree the implementation of the World Health Organization (WHO) Guideline’s Baby-Friendly Hospital Initiative (BFHI) Step Four would impact exclusive breastfeeding rates (EBFRs) when compared to current practice among adult postpartum patients in an acute care hospital in Southern California over four weeks. Nola Pender’s middle-range nursing theory utilizing the health promotion model (HPM), and Kurt Lewin’s change theory provided …


Using Chatgpt For The Acquisition Of Computational Thinking Skills: A Case Of African Indigenous Games, Dick Ng’Ambi, Mohamed A. Mitwally, Mwewa Peter, Oluwaseun Oyekola Nov 2024

Using Chatgpt For The Acquisition Of Computational Thinking Skills: A Case Of African Indigenous Games, Dick Ng’Ambi, Mohamed A. Mitwally, Mwewa Peter, Oluwaseun Oyekola

The African Journal of Information Systems

This paper proposes using a ChatGPT-generated algorithm for an indigenous game to mediate the acquisition of computational thinking skills. The paper seeks to answer the question: How can the ChatGPT-mediated algorithm for indigenous games foster the acquisition of computational thinking skills? Using a Participatory Action Research approach, 19 collaborators from 11 African countries gathered 185 indigenous games. The paper focuses on one of those games that is played in all 11 countries. The paper concludes that involving collaborators, who are indigenous members of their communities and have experiential knowledge of the game, led to their acquisition of computational thinking skills.


Automatic Tool Selection To Reduce Large Language Model Latency, Derik Clive Robert, Ankur Garg, Jitesh Vinod Punjabi, Pavan Kumar Reddy M, Nihal Sandeep Balani, Rushin Shah Nov 2024

Automatic Tool Selection To Reduce Large Language Model Latency, Derik Clive Robert, Ankur Garg, Jitesh Vinod Punjabi, Pavan Kumar Reddy M, Nihal Sandeep Balani, Rushin Shah

Defensive Publications Series

Large language models (LLMs) can interact with external tools to retrieve real-time information, make reservations, etc. While complete tool specifications for the external tools can be included in the prompt of an LLM, doing so increases context size and latency. This disclosure describes techniques that use small tool-selector models alongside large language models to select tools that are appropriate to the task specified in the prompt. The techniques preserve prompt space by ensuring that the LLM accesses the full specifications of a relevant tool only when necessary. The techniques enable an LLM to handle complex requests, such as multi-step tasks …


November 12, 2024, Council On Graduate Studies Nov 2024

November 12, 2024, Council On Graduate Studies

Minutes

No abstract provided.


Pathways Of Participation: Community Engagement And Collaborative Adaptation In Disaster Contexts Across Diverse Environments, Ria Mukerji Nov 2024

Pathways Of Participation: Community Engagement And Collaborative Adaptation In Disaster Contexts Across Diverse Environments, Ria Mukerji

Geography ETDs

This paper broadens the concept of effective community participation in disaster risk reduction by analyzing three case studies that emphasize unconventional, locally driven approaches. Using a multi-case study method, I examine forms of participation that challenge traditional top-down models and focus on local knowledge and community agency. In Ohkay Owingeh, New Mexico, a co-designed environmental data dashboard with Pueblo members demonstrates how integrating Indigenous knowledge can enhance disaster preparedness. The Soldados Dam case in Ecuador shows how power imbalances drive community stakeholders to become protestors, emphasizing the need for adaptive engagement to prevent conflict. In Pajaro, California, a marginalized community’s …


Landform Lessons: Applying Terrestrial Geography To Mars Landing Site, Lindsey Herlehy Nov 2024

Landform Lessons: Applying Terrestrial Geography To Mars Landing Site, Lindsey Herlehy

Publications & Research

In this hands-on, STEM integrated workshop, educators will explore the fascinating parallels between Earth's landscapes and the Martian surface to enhance their understanding of planetary geography. Through a progressive series of activities, participants will compare environments and landforms on Earth and Mars, using actual data from spacecraft orbiting Mars to collect evidence and construct conclusions about these terrestrial planets. Then, applying this information, educators will construct multi-layer maps aimed at selecting the most advantageous landing site for a manned mission to the Red Planet. Finally, utilizing an online mapping application, participants will virtually explore their chosen landing site and examine …


Accelerated Structure Formation: The Early Emergence Of Massive Galaxies And Clusters Of Galaxies, Stacy S. Mcgaugh Nov 2024

Accelerated Structure Formation: The Early Emergence Of Massive Galaxies And Clusters Of Galaxies, Stacy S. Mcgaugh

Faculty Scholarship

Galaxies in the early Universe appear to have grown too big too fast, assembling into massive, monolithic objects more rapidly than anticipated in the hierarchical Lambda cold dark matter (ΛCDM) structure formation paradigm. The available photometric data are consistent with there being a population of massive galaxies that form early (z ≳ 10) and quench rapidly over a short (≲1 Gyr) timescale, consistent with the traditional picture for the evolution of giant elliptical galaxies. Similarly, kinematic observations as a function of redshift show that massive spirals and their scaling relations were in place at early times. Explaining the early emergence …


Spectral Study Of Very-High-Energy Gamma Rays From Ss 433 With Hawc, R. Alfaro, C. Alvarez, J. C. Arteaga-Velázquez, D. Avila Rojas, H. A. Ayala Solares, R. Babu, S. Groetsch, P. Hüntemeyer, R. Turner, Zhenlin Wang, Et Al. Nov 2024

Spectral Study Of Very-High-Energy Gamma Rays From Ss 433 With Hawc, R. Alfaro, C. Alvarez, J. C. Arteaga-Velázquez, D. Avila Rojas, H. A. Ayala Solares, R. Babu, S. Groetsch, P. Hüntemeyer, R. Turner, Zhenlin Wang, Et Al.

Michigan Tech Publications

Very-high-energy (0.1-100 TeV) gamma-ray emissions were observed in High-Altitude Water Cherenkov (HAWC) data from the lobes of the microquasar SS 433, making them the first set of astrophysical jets that were resolved at TeV energies. In this work, we update the analysis of SS 433 using 2565 days of data from the HAWC observatory. Our analysis reports the detection of a point-like source in the east lobe at a significance of 6.6σ and in the west lobe at a significance of 8.2σ. For each jet lobe, we localize the gamma-ray emission and identify a best-fit position. The locations are close …


Final 2023 Bres Fsr And Caps, Butte-Silver Bow Department Of Reclamation And Environmental Services Nov 2024

Final 2023 Bres Fsr And Caps, Butte-Silver Bow Department Of Reclamation And Environmental Services

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Stratigraphy And Geochronology Of The Eocene Volcanosedimentary Units In The Hekimhan-Darende (Malatya) Region: Implications For The Development Of The Gürün Curl, Emrah Yalçin Ersoy, Osman Candan, İbrahi̇m Uysal Nov 2024

Stratigraphy And Geochronology Of The Eocene Volcanosedimentary Units In The Hekimhan-Darende (Malatya) Region: Implications For The Development Of The Gürün Curl, Emrah Yalçin Ersoy, Osman Candan, İbrahi̇m Uysal

Turkish Journal of Earth Sciences

We present new radiometric (Ar-Ar) age data from the volcanic rocks occurring in the Eocene strata in the Hekimhan and Gürün-Darende (Malaya) regions. The Eocene units in these regions are represented separately by the Tohma and Darende formations, respectively. The two basaltic volcanic interlayers in the Tohma Formation, occurring in the lower and upper parts of the succession yielded Ar-Ar isochron ages of 51.75±0.76 and 42.66±0.43 Ma, respectively, indicating a deposition age of Ypresian-Lutetian interval for the unit. The andesitic volcanic rocks in the basal parts of the Darende Formation yielded an Ar-Ar isochron age of 37.35±0.72 Ma, revealing that …


The Unfairness Of Fair Machine Learning: Leveling Down And Strict Egalitarianism By Default, Brent Mittelstadt, Sandra Wachter, Chris Russell Nov 2024

The Unfairness Of Fair Machine Learning: Leveling Down And Strict Egalitarianism By Default, Brent Mittelstadt, Sandra Wachter, Chris Russell

Michigan Technology Law Review

In recent years, fairness in machine learning (ML), artificial intelligence (AI), and algorithmic decision-making systems has emerged as a highly active area of research and development. To date, most measures and methods to mitigate bias and improve fairness in algorithmic systems have been built in isolation from policymaking and civil societal contexts and lack serious engagement with philosophical, political, legal, and economic theories of equality and distributive justice. Many current measures define “fairness” in simple terms to mean narrowing gaps in performance or outcomes between demographic groups while preserving as much of the original system’s accuracy as possible. This oversimplified …


The Implications Of Chatgpt For Legal Services And Society, Andrew Perlman Nov 2024

The Implications Of Chatgpt For Legal Services And Society, Andrew Perlman

Michigan Technology Law Review

On November 30, 2022, OpenAI released a chatbot called ChatGPT.1 To demonstrate the chatbot’s sophistication and its potential implications, both for legal services and society more generally, most of this paper was generated in about an hour through prompts within ChatGPT. Only this abstract, the preface, the outline headers, the footnotes, the epilogue, and the prompts were written by a person. ChatGPT generated the rest of the text with no human editing. To be clear, the responses generated by ChatGPT were imperfect and at times problematic, and the use of an AI tool for law-related services raises a host of …


Strategies For Articulating Information In Disaster And Emergency Response Common Operating Pictures, Donald Leon Mccue Nov 2024

Strategies For Articulating Information In Disaster And Emergency Response Common Operating Pictures, Donald Leon Mccue

Walden Dissertations and Doctoral Studies

Emergency management leaders face challenges building common operating pictures (COPs) to display and share critical information, foster collaboration, and improve decision-making among response teams during crises. Without evidence-based strategies to help curb those challenges, poorly implemented COPs can impede situational awareness, decision making, and undermine efforts to get critically needed resources to populations in need. Grounded in a multi-theory model conceptual framework that leveraged the formulation of SA, decision making, and cognitive load psychology, this pragmatic qualitative inquiry explored the strategies that emergency management leaders use to implement the display and sharing of data in COPs to enhance the effectiveness …


Inferring Tlb Configuration With Performance Tools, Cristian Agredo, Tor J. Langehaug, Scott R. Graham Nov 2024

Inferring Tlb Configuration With Performance Tools, Cristian Agredo, Tor J. Langehaug, Scott R. Graham

Faculty Publications

Modern computing systems are primarily designed for maximum performance, which inadvertently introduces vulnerabilities at the micro-architecture level. While cache side-channel analysis has received significant attention, other Central Processing Units (CPUs) components like the Translation Lookaside Buffer (TLB) can also be exploited to leak sensitive information. This paper focuses on the TLB, a micro-architecture component that is vulnerable to side-channel attacks. Despite the coarse granularity at the page level, advancements in tools and techniques have made TLB information leakage feasible. The primary goal of this study is not to demonstrate the potential for information leakage from the TLB but to establish …