Digital Commons Network^™

Qos-Aware Power-Optimized Path Selection For Data Center Networks (Q-Pops), Mohammed Nsaif, Gergely Kovásznai, Ali Malik, Ruairí De Fréin

Articles

Data centers consume significant amounts of energy, contributing indirectly to environmental pollution through greenhouse gas emissions during electricity generation. According to the Natural Resources Defense Council, information and communication technologies and networks account for roughly 10% of global energy consumption. Reducing power consumption in Data Center Networks (DCNs) is crucial, especially given that many data center components operate at full capacity even under low traffic conditions, resulting in high costs for both service providers and consumers. Current solutions often prioritize power optimization without considering Quality of Service (QoS). Services such as video streaming and Voice over IP (VoIP) are particularly …

Sm-Fplf: Link-State Prediction For Software-Defined Dcn Power Optimization, Mohammed Nsaif, Gergely Kovasznai, Ali Malik, Ruairí De Fréin

Articles

Efficient monitoring systems that optimize resource allocation, reduce energy usage through machine learning and flow aggregation routing techniques, are needed due to the escalating power consumption of data center networks, which, as has been recently reported, account for up to eight percent of global energy consumption, posing environmental operational concerns. We propose a software-defined data-center monitoring algorithm that reduces power consumption by: 1) using a GPU implementation of a Stacked Long Short-Term Memory Recurrent Neural Network (RNN) model for link utilization prediction, thus reducing monitoring overhead; and 2) utilizing a flow aggregation routing algorithm with feedback from online, OpenFlow-powered monitoring …

Dynamic Thermal Effect In A Hollow Core Microbottle Resonator, Zhe Wang, Zhuochen Wang, Anuradha Rout, Rayhan Habib Jibon, Anand V. R, Fangfang Wei, Qiang Wu, Yuliya Semenova, Northumbria University

Articles

Dynamic thermal wavelength shift in hollow core microbottle resonators has been experimentally demonstrated using the frequency-detuning method. A linewidth broadening phenomenon is observed when the tunable laser is swept from a shorter wavelength to a longer wavelength. The thermal effect in the microbottles with various diameters as a function of the power and sweep frequency of the tunable laser has been studied and analyzed. In addition, the effect of thermal broadening on multiple WGM resonances within the spectrum has been observed, demonstrating that broadening of the linewidth of the first WGM resonance suppresses the subsequent WGM resonances during the up-scanning …

Addressing The Complexity Of Spatial Teaching: A Narrative Review Of Barriers And Enablers, Ergi Bufasi, Ting Jun Lin, Ursa Benedicic, Marten Westerhof, Rohit Mishra, Dace Namsone, Inese Dudareva, Sheryl Sorby, Lena Gumaelius, Remke M. Klapwijk, Jeroen Spandaw, Brian Bowe, Colm O'Kane, Gavin Duffy, Marianna Pagkratidou, Jeffrey Buckley

Articles

Extensive research has established that spatial ability is a crucial factor for achieving success in Science, Technology, Engineering, and Mathematics (STEM). However, challenges that educators encounter while teaching spatial skills remain uncertain. The purpose of this study is to develop a research framework that examines the interrelationships, barriers, and enablers amongst various educational components, including schools, teachers, students, classrooms, and training programs, that are encountered when teaching for spatial ability development. A thorough examination of international research, in combination with a detailed review of the primary Science and Mathematics curricula in Ireland, Latvia, Sweden, and the Netherlands, is undertaken to …

Reducing Falls In Adults On A Neurology Unit: An Evidence Based Quality Improvement Project, Kari Congenie, Sandra Scheidenhelm, Rachel Zastrow

DNP Scholarly Projects

BACKGROUND: Falls are a common concern in hospitalized adult patients affecting quality of life, length of stay, and cost.

LOCAL PROBLEM: A quality audit at a community hospital identified increased falls/falls with injury rates on a medical-surgical unit.

METHODS: A quality improvement initiative was implemented using a fall prevention toolkit to understand its effect on total fall/fall with injury rates, nursing knowledge, and nurse perceived efficacy.

INTERVENTIONS: The Fall Tailoring Interventions for Patient Safety (TIPS), an evidence-based toolkit, was implemented over five months.

RESULTS: Knowledge quiz scores were similar pre- and post-education. Fall rates and calls to the …

College Of Education Annual Report, 2023, College Of Education, Illinois State University

Annual Report and Findings

2023 Annual Report of the College of Education, Illinois State University

Today And Yesterday, Vol. 48, 2024, Illinois State University, Department Of History

Today and Yesterday

Newsletter of the Illinois State University Department of History

Responsible Governance And Tribal Customary Rights, Kekek Jason Stark

Faculty Law Review Articles

This article explores the question of how tribal constitutional law is interpreted and controlled by traditional tribal law principles in the context of tribal customary rights. Specifically, this article addresses the notion of whether an action, by the tribal government or a citizen, can infringe on the fundamental rights of citizens or whether the infringing action is limited by the customary obligation of responsible governance. This article addresses these competing views and argues that tribal courts can restore harmony—the goal of tribal law—by ensuring responsible governance through the appropriate balancing of tribal customary rights with the need for tribal government …

Searching For Truth That Speaks To Power: Free Speech And Equality On Campus, Stephen M. Feldman

American University Law Review

University campuses are being rent apart in disputes pitting free expression against equality [read: diversity, equity, and inclusion]. Yet scholarly discussions and university declarations widely agree: While universities should encourage an inclusive educational environment, free-speech principles prohibit universities from restricting or punishing hate speech, group libel, and other forms of offensive expression. This Article argues that this prioritizing of free speech over equality on campus is mistaken. Equality should often be favored over free expression in campus settings. Although Supreme Court precedents are ambiguous, one can reasonably argue that the doctrine allows universities to restrict and punish offensive expression, including …

Review Of Veterans Law Decisions Of The Federal Circuit 2022-2023 Edition, Yelena Duterte, Hugh Mcclean, Stacey-Rae Simcox

American University Law Review

In 2022 to 2023, the U.S. Court of Appeals for the Federal Circuit (“Federal Circuit”) continued its conversation with the Court of Appeals for Veterans Claims (“Veterans Court”), Department of Veterans Affairs (“VA”), and veterans to help sculpt the jurisprudence coming from the youngest of the federal courts, the Veterans Court. The Federal Circuit’s jurisprudence addressed ten main legal issues: class actions, petitions for writ of mandamus under the All Writs Act, defining standards of proof with the term “results from,” the benefit of the doubt doctrine post-Lynch, education benefits, less than honorable discharges, the rating schedule, implicit denials, equitable …

A Year In Review: The Federal Circuit's 2023 Government Contract Law Decisions, Sophie Marsh, Taylor Mcdaniels, Allison Moors

American University Law Review

This Article continues previous in-depth reviews of government contract law cases decided by the Federal Circuit and published by the American University Law Review. In 2023, the Federal Circuit clarified the appropriate standard of review, emphasizing that, more likely than not, the Boards of Contract Appeals should apply a de novo standard of review. Additionally, the court set significant judicial precedent by holding that the issues of party standing, timely raising a solicitation defect, and asserting a sum certain are nonjurisdictional. Finally, the court also issued decisions concerning implied-in-fact contracts, excusable delays, and the importance of reporting unallowable costs.

Artificial Intelligence And Weaponized Illusions: Methodologies For Federal Fraud Prosecutions Involving Deepfakes, Andrew W. Eichner

American University Law Review

Experts in the public and private sectors have vocalized concerns over the potential harms that can be inflicted when artificial intelligence (AI) is used maliciously. As AI technology increases in availability, it will become more accessible to criminal actors and allow for the emergence of new kinds of fraudulent schemes. Deepfakes are highly realistic AI-rendered depictions of individuals that criminals have already used to perpetrate fraud on an international scale. These renderings mimic third parties known to victims, allowing fraudsters to leverage the trust and familiarity of an existing relationship to perpetrate their schemes. The deepfake is used to convince …

The Flame, 2023-2024, Mennonite College Of Nursing

The Flame (1985-present)

The Flame is a newsletter of Illinois State University's Mennonite College of Nursing

Risk Stratification And Prediction Of Severity Of Covid-19 Infection In Patients With Preexisting Cardiovascular Disease, Stanislava Matejin, Igor D Gregoric, Rajko Radovancevic, Slobodan Paessler, Vladimir Perovic

Faculty, Staff and Student Publications

Introduction: Coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 is a highly contagious viral disease. Cardiovascular diseases and heart failure elevate the risk of mechanical ventilation and fatal outcomes among COVID-19 patients, while COVID-19 itself increases the likelihood of adverse cardiovascular outcomes.

Methods: We collected blood samples and clinical data from hospitalized cardiovascular patients with and without proven COVID-19 infection in the time period before the vaccine became available. Statistical correlation analysis and machine learning were used to evaluate and identify individual parameters that could predict the risk of needing mechanical ventilation and patient survival.

Results: Our results confirmed that COVID-19 …

Synergistic Effects Of Β-Nafeo2 Ferrite Nanoparticles For Photocatalytic Degradation, Antibacterial, And Antioxidant Applications†, Forsad Al Hossain, M Tanjid Hasan Tonmoy, Sri Nuvvula, Brittany P Chapman, Rajesh K Gupta, Andrew A Lover, Rhoel R Dinglasan, Stephanie Carreiro, Tauhidur Rahman

Faculty, Staff and Student Publications

Syndromic surveillance is an effective tool for enabling the timely detection of infectious disease outbreaks and facilitating the implementation of effective mitigation strategies by public health authorities. While various information sources are currently utilized to collect syndromic signal data for analysis, the aggregated measurement of cough, an important symptom for many illnesses, is not widely employed as a syndromic signal. With recent advancements in ubiquitous sensing technologies, it becomes feasible to continuously measure population-level cough incidence in a contactless, unobtrusive, and automated manner. In this work, we demonstrate the utility of monitoring aggregated cough count as a syndromic indicator to …

The Uprmt Preserves Mitochondrial Import To Extend Lifespan, Jolaade Kalinowski, Elizabeth A Hintz, Chigozirim Izeogu

Faculty, Staff and Student Publications

The SARS-CoV-2 (COVID-19) pandemic introduced many challenges and nuances that have transformed medical practice and research. The uncertainty caused by COVID-19 led to inevitable challenges to patient-provider relationships. The ever-changing landscape of COVID-19 research and policy proved to be challenging for the medical community and patients. These challenges also exacerbated long-standing issues regarding patient-provider communication and trust. On the other hand, these challenges gave voice to a burgeoning patient advocacy community. Through social media, advocacy and patient organizing, patients harnessed their power and organized over challenges relating to COVID-19 fears and concerns, ramifications of "Long COVID," and much more. During …

Healthcare Utilization And Clinical Characteristics Of Genetic Epilepsy In Electronic Health Records, Christian M Boßelmann, Alina Ivaniuk, Mark St John, Sara C Taylor, Gokul Krishnaswamy, Alex Milinovich, Costin Leu, Ajay Gupta, Elia M Pestana-Knight, Imad Najm, Dennis Lal

Faculty, Staff and Student Publications

Understanding the clinical characteristics and medical treatment of individuals affected by genetic epilepsies is instrumental in guiding selection for genetic testing, defining the phenotype range of these rare disorders, optimizing patient care pathways and pinpointing unaddressed medical need by quantifying healthcare resource utilization. To date, a matched longitudinal cohort study encompassing the entire spectrum of clinical characteristics and medical treatment from childhood through adolescence has not been performed. We identified individuals with genetic and non-genetic epilepsies and onset at ages 0–5 years by linkage across the Cleveland Clinic Health System. We used natural language processing to extract medical terms and …

Rectifying Harm Through Care-Based Practices: How Journalists Might Tend To Disengaged Communities, Sue Robinson, Patrick R. Johnson

College of Communication Faculty Research and Publications

Journalists struggle to engage with disengaged communities, especially conservative and BIPOC groups. In this research, we suggest that an ethic of care, born from developmental psychology, can be a strategy for trust building. Using a multi-phased, multi-method approach through interviews, surveys, and a focus group, we found that community members believe journalists must be more careful and intentional with cultural and political language relating to ideology, racial identity, and sexual orientation. This study shows that journalists must address harm by contending with negative news experiences, nuancing labels and language associated with their communities, and adopting a combination of five care-based …

Extending Athlete Reputational Crises: Theorizing Underperformance Crises And The Flip Appeal, Lillian B. Feder, Diana Zulli

College of Communication Faculty Research and Publications

Crisis management scholarship recommends matching crisis response with crisis type to repair reputational damage. However, focusing on the corporate context has limited our understanding of crisis types and available responses. One crisis context yet to be extensively explored is sport/fan interactions online, an increasing site for athlete crises. This article addresses this gap, developing a theoretical framework for underperformance crises, where online publics perceive athletic underperformance as a norm violation that merits excessive hate toward athletes. Using the crisis case of basketball player E. J. Liddell, whose underperformance during a 2021 March Madness game resulted in widespread online harassment, we …

Simultaneous Submission Of Seven Ctsa Proposals: Um1, K12, R25, T32-Predoctoral, T32-Postdoctoral, And Rc2: Strategies, Evaluation, And Lessons Learned, Carolina Lema, Kwai Wa Cheng, Delanderia M Anderson, Charles C Miller, Daniel D Karp, David D Mcpherson, Satya Sree N Kolar

Faculty, Staff and Student Publications

Translation is the process of turning observations in the research laboratory, clinic, and community into interventions that improve people's health. The Clinical and Translational Science Awards (CTSA) program is a National Center for Advancing Translational Sciences (NCATS) initiative to advance translational science and research. Currently, 64 "CTSA hubs" exist across the nation. Since 2006, the Houston-based Center for Clinical Translational Sciences (CCTS) has assembled a well-integrated, high-impact hub in Texas that includes six partner institutions within the state, encompassing ∼23,000 sq. miles and over 16 million residents. To achieve the NCATS goal of "more treatments for all people more quickly," …

Blind Source Separation And Denoising Of Underwater Acoustic Signals, Ruba Zaheer, Iftekhar Ahmad, Quoc Viet Phung, Daryoush Habibi

Research outputs 2022 to 2026

Due to the addition of new underwater vessels and other natural noise contributors, the underwater environment is becoming congested and noisy. Undersea monitoring sonobuoys receive multiple mixed acoustic signals from different vessels that need to be separated and identified in the presence of underwater noise (UWN). It is extremely challenging to separate highly correlated acoustic signals from a noisy mixture without prior knowledge of mixing process and propagation channel. Also, in many cases, the separated signals from the noisy mixture doesn’t accurately describe the correct signal. This study proposes a novel multi-stage method to separate underwater acoustic source signals from …

Opportunities And Challenges Posed By Disruptive And Converging Information Technologies For Australia's Future Defence Capabilities: A Horizon Scan, Pi-Shen Seet, Anton Klarin, Janice Jones, Mike Johnstone, Helen Cripps, Jalleh Sharafizad, Violetta Wilk, David Suter, Tony Marceddo

Research outputs 2022 to 2026

Introduction: The research project's objective was to conduct a comprehensive horizon scan of Network Centric Warfare (NCW) technologies-specifically, Cyber, IoT/IoBT, AI, and Autonomous Systems. Recognised as pivotal force multipliers, these technologies are critical to reshaping the mission, design, structure, and operations of the Australian Defence Force (ADF), aligning with the Department of Defence (Defence)’s offset strategies and ensuring technological advantage, especially in the Indo-Pacific's competitive landscape.

Research process: Employing a two-pronged research approach, the study first leveraged scientometric analysis, utilising informetric mapping software (VOSviewer) to evaluate emerging trends and their implications on defence capabilities. This approach facilitated a broader understanding …

Spatially-Aware Speaker For Vision-And-Language Navigation Instruction Generation, Muraleekrishna Gopinathan, Martin Masek, Jumana Abu-Khalaf, David Suter

Research outputs 2022 to 2026

Embodied AI aims to develop robots that can understand and execute human language instructions, as well as communicate in natural languages. On this front, we study the task of generating highly detailed navigational instructions for the embodied robots to follow. Although recent studies have demonstrated significant leaps in the generation of step-by-step instructions from sequences of images, the generated instructions lack variety in terms of their referral to objects and landmarks. Existing speaker models learn strategies to evade the evaluation metrics and obtain higher scores even for low-quality sentences. In this work, we propose SAS (Spatially-Aware Speaker), an instruction generator …

Resting Heart Rate And Risk Of Dementia: A Mendelian Randomization Study In The International Genomics Of Alzheimer’S Project And Uk Biobank, Xingxing Chen, Yi Zheng, Jun Wang, Blake Yue, Xian Zhang, Kenta Nakai, Lijing L. Yan

Research outputs 2022 to 2026

Background: Observational studies have demonstrated that a higher resting heart rate (RHR) is associated with an increased risk of dementia. However, it is not clear whether the association is causal. This study aimed to determine the causal effects of higher genetically predicted RHR on the risk of dementia. Methods: We performed a two-sample Mendelian randomization analysis to investigate the causal effect of higher genetically predicted RHR on Alzheimer’s disease (AD) using summary statistics from genome-wide association studies. The generalized summary Mendelian randomization (GSMR) analysis was used to analyze the corresponding effects of RHR on following different outcomes: 1) diagnosis of …

Eagle Executive Magazine, Georgia Southern University

College of Business: News & Publications

• Students
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• Feature: Corporate Culture Series
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• Young Alumni Board

Inequitable Organ Allocation, Benjamin Mcmichael

Articles

Seventeen people die every day in the United States waiting for an organ transplant, and over 100,000 people are currently on waitlists to receive a donated organ. Given these stark numbers, the allocation policies governing who receives donated organs are both critically important and hotly debated. Congress passed the National Organ Transplant Act in 1984 with the goal of eliminating markets for organs and the promise of equitable access to transplants without regard to geography or socioeconomic status. Despite these laudable goals, recent developments in organ allocation policy have led to multiple lawsuits, congressional inquiries, and an expose in the …

Trends And Opportunities For Material Information Sharing: Applying Bim To Support Supply Chain Management In Construction Projects, Seog Jae Choi, Fernanda Leite

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Due to dynamic organizations and unexpected conditions on project sites, the construction industry has suffered from schedule and cost overruns. Researchers have applied building information modeling (BIM) and supply chain management (SCM) concepts to integrate diverse stakeholders, and further, improve efficiency in construction projects. BIM can support supply chain integration (SCI) by providing reliable up-to-date information on a project, which reduces resource waste and completes the project as planned. Specifically, sharing updated material information, including the state of material fabrication, current location, each material's due date on site, and site inventory status, is crucial for successful project execution because such …

Studying Contribution Of Associated Stakeholders In Risk Control Of Modularized Construction Under Different Project Delivery Methods: A Graph-Restricted Cooperative Games Approach, Mohamad Abdul Nabi, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Modularization is associated with various project benefits including cost savings, schedule reduction, improved quality, among others. However, successful implementation of modular projects requires early collaboration and proactive management of various associated risks. Both project communication structures and early engagement of all project stakeholders have a great impact on risk mitigation efficiency in modular construction. The goal of this paper is to study the stakeholders' contribution in risk control of modular construction projects under different delivery methods. To this end, the authors followed a multistep methodology including (1) literature analysis to assign 17 modular risks among the various project stakeholders; (2) …

Analyzing The Impact Of Db Versus Dbb On Cost Performance In Airport Development: A Data-Driven Approach, Ramy Khalef, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

The Construction Of Airport Projects Can Be Complex And Costly Due To The Many Stakeholders Involved And Associated Strict Timelines. Traditional Delivery Methods, Such As Design-Bid-Build (DBB), Employed In Airport Projects Often Result In Major Cost Overruns Due To Multiple Facets. Design-Build (DB) Is A Construction Method That Combines Design And Construction Under A Single Entity, And It Has The Potential To Improve Cost Performance. None Have Evaluated DB From A Cost Perspective In The Airport Sector. This Research Fills This Gap. First, The Data Is Collected And Assessed For Validity. Second, Risk Ratings For Cost Performance Are Computed. Finally, …

Exploring The Root Factors Impacting Work Zone Accidents: A Mixed-Methods Study, Bahaa Chammout, Muaz O. Ahmed, Islam H. El-Adaway

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Work Zones Are Vital For Improving Infrastructural Utilities Yet Pose Significant Dangers For Workers And Drivers Who Are Often Unfamiliar With These Areas. Prior Research Examined Various Aspects Of Work Zone Accident Causation; However, The Interrelationships And Critical Combinations Among The Contributing Factors Have Not Been Fully Analyzed. This Study Aims To Identify The Underlying Factors Contributing To Work Zone Accidents And Evaluate The Different Combinations Among Them. To This Purpose, Accident Factors Were Derived From A Total Of 133 Research Articles Addressing Work Zone Safety. Social Network Analysis (SNA) And Clustering Were Used To Comprehensively Model The Identified Factors. …