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The Role Of Estrogen Signaling In Sexually Dimorphic Adipose Expansion, Rocío Del Mar Saavedra-Peña
The Role Of Estrogen Signaling In Sexually Dimorphic Adipose Expansion, Rocío Del Mar Saavedra-Peña
Yale Graduate School of Arts and Sciences Dissertations
In obesity, white adipose tissue (WAT) distribution differs between the sexes, with men preferentially accumulating visceral WAT (VWAT) and females exhibiting subcutaneous WAT (SWAT) accumulation bias. Obesogenic adipocyte hyperplasia (increase in adipocyte number) contributes to the sexually dimorphic pattern of fat distribution in mice driven by cues in the tissue microenvironment, with females displaying hyperplasia in both VWAT and SWAT, while males have VWAT-specific hyperplasia, implicating a role for sex hormones in this process during obesity. Sex hormones play a pivotal role in physiology and disease. Estrogen, the female sex hormone, has been long implicated in having protective roles against …
Biobehavioral Markers Of Social-Emotional Functioning, Erica Ho
Biobehavioral Markers Of Social-Emotional Functioning, Erica Ho
Yale Graduate School of Arts and Sciences Dissertations
Difficulties with social and emotional functioning characterize most major psychiatric disorders and exert outsize influence on treatment prognosis and quality of life, evincing a pressing public health concern that necessitates closer investigation. In recognition of the diverse pathways through which social contexts interact with social-emotional functioning and psychopathology, the three studies that form this dissertation deliberately span a range of topics, methods, and populations, with the goal of characterizing individual differences in the perception of social-emotional signals across a range of increasingly complex social settings. Study 1 (presented in Chapter 2) uses functional magnetic resonance imaging in an adult community …
Translational Systems Metabolism In Health And Disease, Brooks Phillip Leitner
Translational Systems Metabolism In Health And Disease, Brooks Phillip Leitner
Yale Graduate School of Arts and Sciences Dissertations
The breakdown, synthesis, and interconversion of macronutrients is essential to sustaining life and driving pathological mechanisms rooted in disease. With attempts to combat the metabolic underpinnings of disease, it has become clear that focus on individual metabolites, proteins, or genes cannot fully explain the complexity of dysregulated metabolism in systemic conditions such as obesity, cancer, and sepsis. With the advent of accessible Omics techniques and hordes of open access data it has become possible to study metabolism as a whole—at the level of gene transcription, translation, and metabolism. A major goal of this PhD thesis was to integrate isotope tracing …
Insights To Fundamental Proton-Coupled Electron Transfer (Pcet) Processes Of Aqueous Titanium Dioxide And Gold Nanoparticle Colloids, Noreen Elizabeth Gentry
Insights To Fundamental Proton-Coupled Electron Transfer (Pcet) Processes Of Aqueous Titanium Dioxide And Gold Nanoparticle Colloids, Noreen Elizabeth Gentry
Yale Graduate School of Arts and Sciences Dissertations
Nanoparticles have wide utility due to their large reactive surface areas and their unique optical, electronic, and chemical properties relative to bulk materials. Titanium dioxide (TiO2) is a widely used photocatalyst and redox mediator due to its earth abundance, chemical stability, and ability to hold and transport multiple redox equivalents. In contrast, gold is an expensive coinage metal that is inert at the bulk scale; and yet, gold nanoparticles (AuNPs) exemplify the nano paradigm through their unique reactivity and vibrant colors. Despite their differences, catalysis with TiO2 NPs and AuNPs has traditionally been described using only electron transfer (ET) processes. …
Antinomies Of Organizing, Mie Inouye
Antinomies Of Organizing, Mie Inouye
Yale Graduate School of Arts and Sciences Dissertations
AbstractAntinomies of Organizing This dissertation theorizes a problem that attends all attempts to form or deepen democracy, namely, the problem of democratic transitions. People are shaped as political subjects by their participation in the institutions that govern their lives; their analyses of society, their self-understandings, and their political capacities are determined in large part by their participation in the state, the family, the workplace, and the market. When these institutions are oppressive, they may undermine participants’ capacities to engage in political action, to recognize and identify the sources of their oppression, and to self-govern. They may also undermine their sense …
A Rapid Rig-I Signaling Relay Mediates An Efficient Antiviral Response, Daniel Thoresen
A Rapid Rig-I Signaling Relay Mediates An Efficient Antiviral Response, Daniel Thoresen
Yale Graduate School of Arts and Sciences Dissertations
RIG-I is our first line of defense against RNA viruses, serving as a patternrecognition receptor (PRR) that identifies molecular features common among dsRNA and ssRNA viral pathogens. RIG-I is maintained in an inactive conformation as it samples the cellular space for pathogenic RNAs. Upon encounter with the triphosphorylated terminus of blunt-ended viral RNA duplexes, the receptor changes conformation and releases a pair of signaling domains (CARDs) that are selectively modified and interact with an adapter protein (MAVS), thereby triggering a signaling cascade that stimulates transcription of type I interferon. While the molecular mechanisms of RIG-I recognition of viral pathogen-associated molecular …
Polymeric Nanoparticles For The Local Delivery Of Small Molecule Inhibitors: Applications Toward Glioblastoma And Airway Delivery, Alexander Danels Josowitz
Polymeric Nanoparticles For The Local Delivery Of Small Molecule Inhibitors: Applications Toward Glioblastoma And Airway Delivery, Alexander Danels Josowitz
Yale Graduate School of Arts and Sciences Dissertations
Techniques such as polymeric nanoparticle formulation and nontraditional drug delivery modalities have been developed to address complex delivery challenges associated with aggressive diseases. In this dissertation, polymeric nanoparticle formulations are demonstrated to encapsulate small molecule drugs and coupled with direct local delivery methods to avoid the weaknesses associated with systemic delivery towards two different applications. Firstly, glioblastoma (GBM) is the most deadly and common brain cancer and little progress has been made in improving the standard of care for nearly 17 years. Current therapies suffer from dose limiting toxicities, low penetration into the brain, and tumors resistant to chemotherapies that …
Host Redox Signaling During Helicobacter Pylori Infection, Yekaterina Kovalyova
Host Redox Signaling During Helicobacter Pylori Infection, Yekaterina Kovalyova
Yale Graduate School of Arts and Sciences Dissertations
Helicobacter pylori is a gastric pathogen that chronically infects up to half of the global population and is the strongest risk factor for gastric cancer. Host cells infected with H. pylori are exposed to oxidative stress characterized by the continuous production of reactive oxygen species (ROS). While the correlation between H. pylori-induced chronic oxidative stress and disease has been well-documented, the molecular oxidation events that contribute to pathogenesis are largely unknown. The main intracellular targets of ROS are proteins, particularly those with redox-sensitive cysteine residues. Oxidation of reactive cysteines, termed redox signaling, can alter protein behavior and modulate important cellular …
Development Of An Anionic Glycosylation Strategy To Form Α- Or Β-Linked 2-Deoxy-O-Glycosides, Kevin Hoang
Development Of An Anionic Glycosylation Strategy To Form Α- Or Β-Linked 2-Deoxy-O-Glycosides, Kevin Hoang
Yale Graduate School of Arts and Sciences Dissertations
In this thesis, I describe the development of an anionic glycosylation strategy toform 2-deoxy-O-glycosides (referred to as “2-deoxyglycosides” hereafter) with control of anomeric stereochemistry. Control over glycosidic bond stereochemistry is a central challenge in carbohydrate chemistry, and decades of research have yielded reliable and general methods to synthesize α- or β-linked 2-oxygenated glycosides. However, methods for the direct stereocontrolled synthesis of 2-deoxyglycosides are lacking. This is problematic because 2-deoxyglycosides are present in a variety of natural products and medicinal agents, including the calicheamicins, ivermectin, and vancomycin. These glycosides are formed in nature as specific α- or β-anomers, and the composition …
Identifying Riboregulatory Elements In Long, Single-Stranded, Positive-Sense Rna Viral Genomes, Nicholas Cornell Huston
Identifying Riboregulatory Elements In Long, Single-Stranded, Positive-Sense Rna Viral Genomes, Nicholas Cornell Huston
Yale Graduate School of Arts and Sciences Dissertations
Single-stranded, positive-sense RNA viruses are a class of pathogens that pose a serious danger to human health. As a group, they have been the focus of research exploring how they infect, evade, and hijack host cellular machinery to propagate. Though these studies have primarily focused on viral proteins, the past two decades have seen a resurgence of interest in the RNA genomes themselves. This is because RNA viral genomes contain functional RNA structures that expand their functional repertoire. While studies of viral RNA structure were originally restricted to 5’ and 3’ viral termini, recent methodological advancements have facilitated the search …
Elucidating Extracellular Signal-Regulated Kinase (Erk) Dynamics With Fret-Based Biosensors, Archer Hamidzadeh
Elucidating Extracellular Signal-Regulated Kinase (Erk) Dynamics With Fret-Based Biosensors, Archer Hamidzadeh
Yale Graduate School of Arts and Sciences Dissertations
Proper cell functions are dependent on the precise regulation of signal transduction pathways to relay specific external environmental cues into the cell for processing and yielding a specific response. Dysregulation of signaling function or localization is a hallmark of numerous diseases including neurodegenerative, autoimmune, and immunological disorders and most human cancers. Given that signaling pathways are large networks of nodes capable of interacting in complex manners, a notable question that arises for many studying the intricacies of signaling regulation is: “How is signaling tightly controlled in different subcellular compartments?” Here we examine and elucidate mechanisms that begin to answer this …
Synthetic Studies Of (–)-Gukulenin A, Joshua Benjamin Combs
Synthetic Studies Of (–)-Gukulenin A, Joshua Benjamin Combs
Yale Graduate School of Arts and Sciences Dissertations
In this thesis, I describe our progress towards the synthesis of the cytotoxic tetraterpenoid (–)-gukulenin A (1). (–)-Gukulenin A (1) is a challenging target for synthesis due to its congested syn-syn-quaternary cyclopentanes, tri-substituted and tetra- substituted α-tropolone moieties, and central ethyl-keto bridging subunit. (–)-Gukulenin A (1) has produced a dose-dependent reduction in the size of grafted human ovarian cancer tumors (A2780) in a murine model. Although the mechanism of action is unknown, it has been established that (–)-gukulenin A (1) associated cell death is reliant upon the activation of procaspases-3, -8, and -9. Access to dimeric gukulenin A (1) derivatives …
Lipid Transfer Proteins At Membrane Contact Sites Between The Endoplasmic Reticulum And Mitochondria, Andres Guillen Samander
Lipid Transfer Proteins At Membrane Contact Sites Between The Endoplasmic Reticulum And Mitochondria, Andres Guillen Samander
Yale Graduate School of Arts and Sciences Dissertations
The Endoplasmic Reticulum (ER) is a subcellular compartment distributed throughout the entire cytosol which plays a variety of functions in cell physiology, including synthesis of most membrane lipids. From the ER, lipids can be transported to other membranous organelles. This process can occur via two mechanisms: vesicular trafficking, in which lipids are transported as part of the membrane of vesicular carriers, and protein-mediated lipid transfer, in which lipids are carried between two membranes within the hydrophobic pocket of a protein. Many of these proteins act at membrane contact sites, where the short distance between two organelles enhances the efficiency and …
Formation Of Fused Ring Junction N-Heterocycles Via Cp*Rh(Iii) Imidoyl C–H Activation And Application To Rna Targeting, Andrew Douglas Streit
Formation Of Fused Ring Junction N-Heterocycles Via Cp*Rh(Iii) Imidoyl C–H Activation And Application To Rna Targeting, Andrew Douglas Streit
Yale Graduate School of Arts and Sciences Dissertations
Nitrogen heterocycles are present in almost two-thirds of U.S. FDA approved pharmaceuticals, garnering interest in the ability to rapidly access these structures displaying different functional groups. The first two chapters of this dissertation will discuss develop-ment of Cp*Rh(III)-catalyzed C–H activation to rapidly access two different classes of 5.6-fused nitrogen heterocycles. The third chapter describes the application of these heterocycles to the validation of a novel whole transcriptome RNA screen.Chapter 1 describes a three component reaction for the rapid assembly of pyra-zolopyrimidines from commercially available aminopyrazoles, aldehydes, and sulfoxo-nium ylides. The method was optimized for setup without the use of an …
Electrons On The Move In Proteins: Microbial Cytochrome Nanowires In Extracellular Electron Transfer And As Functional Materials, Catharine Cerise Shipps
Electrons On The Move In Proteins: Microbial Cytochrome Nanowires In Extracellular Electron Transfer And As Functional Materials, Catharine Cerise Shipps
Yale Graduate School of Arts and Sciences Dissertations
Proteins are commonly known to transfer electrons over distances limited to a few nanometers. However, many biological processes require electron transport over far longer distances. For example, some soil and sediment bacteria transport electrons over hundreds of micrometers to even centimeters. In particular, Geobacter sulfurreducens uses extracellular electron transfer (EET) to move respiratory electrons from the cytoplasm to external electron acceptors such as minerals or external electrodes in biofilm growth. These terminal acceptors are mere microns to as far as thousands of times the length of a cell away in biofilms. The exact mechanisms for the EET pathway and the …
Elucidating The Mechanisms Of Water And Ion Transport Under Nanoconfinement, Cody Lee Ritt
Elucidating The Mechanisms Of Water And Ion Transport Under Nanoconfinement, Cody Lee Ritt
Yale Graduate School of Arts and Sciences Dissertations
Water scarcity is among the most prominent humanitarian crises of our time. Achieving equitable access to safe drinking water for all humankind necessitates the treatment of unconventional and underutilized sources. Pressure-driven desalination technologies are particularly well-suited for augmenting global water supplies due to their energy efficiency. In these technologies, the membrane is the critical component driving process efficacy and requires material breakthroughs to achieve paradigm-shifting performance. Attempts to improve conventional membrane materials and investigations into numerous novel materials have failed to produce the next generation of desalination membranes due to our limited understanding of the mechanisms that govern water and …
Mechanisms Of Protein Quality Control At The Nuclear Envelope And During Nuclear Pore Complex Biogenesis, Sarah M. Prophet
Mechanisms Of Protein Quality Control At The Nuclear Envelope And During Nuclear Pore Complex Biogenesis, Sarah M. Prophet
Yale Graduate School of Arts and Sciences Dissertations
Collapse of protein quality control (PQC) is a defining feature of numerous neurological diseases. Work described within this thesis argues that DYT1 dystonia, a neurological movement disorder of unclear etiology, arises due to a PQC defect. While it is clear that mutations in the AAA+ ATPase TorsinA cause this disease, it is not known why loss of this protein function causes DYT1 dystonia. In cells lacking Torsin function, nuclear pore complexes (NPCs) fail to be properly assembled. Instead, nuclear envelope (NE) herniations form that sequester abundant molecular chaperones. Ubiquitylated proteins, that in healthy cells are rapidly degraded, become sequestered with …
Investigation Of Various Organocatalytic Modes In Asymmetric Transformations: Controlling Different Elements Of Chirality, Sooyun Choi
Yale Graduate School of Arts and Sciences Dissertations
The ubiquity of stereogenic elements both found in nature and encountered in our daily lives has necessitated the control of chirality in chemical synthesis. This dissertation describes the study of Brønsted acidic, Lewis basic and anion-binding catalysis, all moderated within organic chiral scaffolds to control different elements of chirality, including diastereoisomerism, point chirality and atropisomerism.In Chapter 2, BINOL and peptidic phosphoric acids were evaluated in the development of an atroposelective catalytic cyclodehydration to afford 1,2,4-triazoles, obtained with up to 88:12 er. The enantioenriched products obtained via chiral phosphoric acid catalysis were recrystallized and isolated as enantiopure samples, demonstrating the first …
The Ambassadors: Indigenous Democracy And American Monarchy After The War Of 1812, Zachary Conn
The Ambassadors: Indigenous Democracy And American Monarchy After The War Of 1812, Zachary Conn
Yale Graduate School of Arts and Sciences Dissertations
This dissertation investigates sites of state activity in the early United States which have received far less attention from historians than executive mansions, legislative halls, courtrooms, military outposts, or overseas embassies: the numerous embassies the federal government maintained on, or adjacent to, lands belonging to North America’s sovereign Indigenous polities. At the helm of each of these embassies, known as Indian agencies, sat a presidentially appointed ambassador known as the Indian agent. I argue that Indian agents were monarchical officers within a republican system, compelled to follow diplomatic scripts originating in the centuries of contact between European monarchies and Indigenous …
The Evolution Of The Surface Lithium Cycle Through Earth’S History, Boriana Kalderon-Asael
The Evolution Of The Surface Lithium Cycle Through Earth’S History, Boriana Kalderon-Asael
Yale Graduate School of Arts and Sciences Dissertations
In order to sustain habitability on our planet – Earth, a fine balance between the inputs and outputs of atmospheric carbon dioxide must be maintained. New steady states have emerged throughout the Earth’s history as the nature is dynamic. Yet, the carbon cycle seems to have been stabilized by the silicon cycle and the two cycles evolved concertedly together, contributing to the long-term stability of the Earth’s climate. Explicitly, silicate weathering, occurring both in terrestrial and marine environments, provides negative feedback to fluctuations in atmospheric carbon dioxide concentrations. Direct observations not being available, we often resort to geochemical proxies and …
Impact And Cost-Effectiveness Of Human Papillomavirus Vaccination Policies In The United States Uniformed Armed Forces, Noel Dickens
Impact And Cost-Effectiveness Of Human Papillomavirus Vaccination Policies In The United States Uniformed Armed Forces, Noel Dickens
Yale Graduate School of Arts and Sciences Dissertations
Background. Virtually all cervical cancers and cases of recurrent respiratory papillomatosis (RRP) are caused by human papillomavirus (HPV) as well as a large proportion of anal, penile, oropharyngeal, vulvar, and vaginal cancers and anogenital warts (AGW). Vaccination with the nonvalent HPV vaccine (9vHPV) is proven to prevent a significant proportion of HPV-associated diseases. Adoption of large-scale HPV vaccination programs by US public institutions requires careful consideration of the cost to benefit ratio of each program through economic evaluations. US Uniformed Armed Forces (USUAF) HPV vaccination policy would benefit from economic evaluations that consider the unique population and institutional characteristics of …
The Role Of Xenobiotic Metabolizing Enzymes In Liver And Colon Carcinogenesis, Yewei Wang
The Role Of Xenobiotic Metabolizing Enzymes In Liver And Colon Carcinogenesis, Yewei Wang
Yale Graduate School of Arts and Sciences Dissertations
Both liver and colon cancers comprise the heterogeneous complex array of disorders, ranking the most common malignancies worldwide [1-3]. In 2022, the estimated 41,260 new cases of liver cancers and 106,180 new cases of colon cancers diagnosed in the United States, with 30,520 and 52,580 estimated deaths of corresponding cancers [4, 5]. A combination of surgery, chemotherapy, and/or radiotherapy is currently used to treat these cancers, and the five-year survival rate remains low for most of them [1-5]. This high lethality makes liver and colon cancers a major public health issue [6-11]. Despite extensive efforts over decades to characterize the …
Sooting Tendencies And Soot Formation Pathways Of Alternative Fuels And Compounds, Junqing Zhu
Sooting Tendencies And Soot Formation Pathways Of Alternative Fuels And Compounds, Junqing Zhu
Yale Graduate School of Arts and Sciences Dissertations
In the modern age, human activities depend more and more on energy. Fossil fuels and the related combustion process play important roles in supplying global energy. However, fossil fuels emit CO2 and pollutants into the atmosphere when they combust. CO2 leads to global warming with a single half-life of more than hundreds of years in the atmosphere. In order to contain the rise of the average global temperature, net emissions of CO2 must approach zero. However, given the high energy density of liquid fuels relative to other energy carriers, such as batteries, liquid fuels are likely to remain the dominant …
Immunology, Immunopathology, And Immunopharmacology Of Covid-19, Tianyang Mao
Immunology, Immunopathology, And Immunopharmacology Of Covid-19, Tianyang Mao
Yale Graduate School of Arts and Sciences Dissertations
Respiratory viruses represent a continuous and growing threat to humanity. This is exemplified by the ongoing global COVID-19 pandemic, which is caused by a newly emerged coronavirus SARS-CoV-2. The immune system provides a formidable barrier to viral pathogens, while dysregulated immunity leads to deleterious infection outcomes. Understanding the involvement of immune responses in viral infections will provide crucial insights into disease pathogenesis and shed light on potential targets for therapeutic interventions. In this thesis, we interrogate the components of the immune response that control SARS-CoV-2 and contribute to its pathogenesis. Based on these insights, we develop distinct immunopharmacological strategies to …
The Origin Of The Modern Bird Skull, With A Focus On The Evolution And Embryonic Development Of Musculoskeletal Structures In The Temporal And Otic Regions, Michael Hanson
Yale Graduate School of Arts and Sciences Dissertations
Compared with their Mesozoic theropod ancestors, extant birds (Aves) exhibit extensively modified skulls and associated soft tissue, with massively enlarged brains and reduced temporal musculature, an inner ear with dorsally elongated semicircular canals, and cranial kinesis allowing independent beak movements that permit it to be a dexterous manipulatory organ. This kinetic system in turn occurs in two distinct forms—palaeognathous and neognathous, the latter having a novel joint in the palate. Through µCT scanning and confocal microscopy, the evolution and development of these skull modifications can now be explored in three dimensions. I digitally reconstructed 3D skulls of two Cretaceous toothed …
Quantitative Analysis Of Dynamic Functional Connectivity In The Brain, David O'Connor
Quantitative Analysis Of Dynamic Functional Connectivity In The Brain, David O'Connor
Yale Graduate School of Arts and Sciences Dissertations
Functional magnetic resonance imaging (fMRI) is a key tool in translational neuroscience. It has been used to investigate the neurobiological phenomena which underpin traits, behaviors and disorders. However, it’s utilization far from perfect. The field struggles with statistical false positives, model overfitting, and poor generalizability. These issues have greatly impeded translation. The causes are multi-factorial, including, but not limited to; the use of small, homogeneous sample sizes, uncertainty about which brain states contribute to successful brain behavior models, and an unclear relationship between the fMRI blood oxygenation level dependent (BOLD) signal and underlying neural activity. Solutions to these issues are …
Bachahs, Murats, And ShāKhs: The Culture Of Same-Sex Desire In Afghanistan, Ali Abdi
Bachahs, Murats, And ShāKhs: The Culture Of Same-Sex Desire In Afghanistan, Ali Abdi
Yale Graduate School of Arts and Sciences Dissertations
This dissertation is an introduction to the culture of same-sex desire in Afghanistan and aims at understanding how (non-normative) gender and sexuality materialize in everyday social relations in Kabul. I conducted ethnographic fieldwork in Kabul (and, for a much shorter period, in Bamyan and Mazar-i-Sharif) between 2016 and 2021. The main population with whom I worked were a group of male-born, non-masculine dancers and sex-workers who used murat for self-identification, a term they had borrowed from the argot of hijras/khwaja siras in Pakistan. By examining the formation of the queer subjectivity of murats, I suggest that the sex/gender world in …
Deciphering Fact From Fiction: Utilizing Machine Learning To Extract Drivers Of Epigenetic Aging In Cell Culture, Christopher Minteer
Deciphering Fact From Fiction: Utilizing Machine Learning To Extract Drivers Of Epigenetic Aging In Cell Culture, Christopher Minteer
Yale Graduate School of Arts and Sciences Dissertations
Aging is associated with dramatic changes to DNA methylation (DNAm), although the causes and consequences of such alterations are unknown. Our ability to experimentally uncover mechanisms of epigenetic aging would be greatly enhanced by our ability to study and manipulate these changes using in vitro models. However, it remains unclear whether the changes elicited by cells in culture can serve as a model of what is observed in aging tissues in vivo. To test this, I developed a computational platform utilizing machine learning (elastic net regression modeling) and consensus clustering to identify modules of CpGs that covary across cumulative doublings …
Novel Erudition: Experience And Expertise In Contemporary French-Language Fictions, Sophia Helverson
Novel Erudition: Experience And Expertise In Contemporary French-Language Fictions, Sophia Helverson
Yale Graduate School of Arts and Sciences Dissertations
Erudition, as a rich intellectual dialogue with literature and ideas, is what allows the individual “d’exercer sa liberté,” according to French author Céline Minard. In this dissertation, I examine what it means to consider erudition as fundamental not just to intellectual freedom, but to experience itself. Here, I argue that erudition, far from a retreat from reality, is a means of engaging more deeply with the world. As a union of experience and expertise, erudition is a means to understand and to grapple with the constraints upon us, and, as it manifests in fiction, it is also a means to …
Algorithm Designs For The Optimization Of Resource Allocation In Networked Systems, Yuang Jiang
Algorithm Designs For The Optimization Of Resource Allocation In Networked Systems, Yuang Jiang
Yale Graduate School of Arts and Sciences Dissertations
Recent years have witnessed a rapid growth in both the number of connected devices and the volume of data transmitted among them. The unprecedented demands in networked systems bring imperative needs for resource allocation optimization approaches to avoid performance failures such as traffic congestion, overload of computational tasks, excessive energy consumption, etc. However, existing resource allocation approaches are significantly challenged by the increasing heterogeneity (e.g., device heterogeneity and data heterogeneity) in networks and the unpredictability of user demands. In this dissertation, we leverage state-of-the-art tools, such as machine learning, to overcome those challenges. We investigate three specific resource allocation scenarios …