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Articles 31051 - 31080 of 1823765
Full-Text Articles in Entire DC Network
Protective Effect Of Boswellia Carterii And Gum Arabic (Senegalia Senegal) On Induced Arthritic In Male Rats, Basma Ali Jasim, Alia Hussein Ali
Protective Effect Of Boswellia Carterii And Gum Arabic (Senegalia Senegal) On Induced Arthritic In Male Rats, Basma Ali Jasim, Alia Hussein Ali
Baghdad Science Journal
The study aims to use natural substances like Senegalia senegal and Boswellia carterii to treat rheumatoid arthritis, a painful disease affecting joints and making movement difficult, , The two plants were used to treat the symptoms of induced arthritis in male rats by using the complete freund's adjuvant method. A group of thirty adult male rats was used in this study, divided into six groups, with five rats for each group. The 1st group was the negative control (without arthritis induced and without treatment); the 2nd group is the positive control group (with arthritis induced and without any treatment); the …
Learning As Becoming: A Restored Gospel-Based Reinterpretation Of Scientific Discovery And Human Growth, Yoshihiko Ariizumi
Learning As Becoming: A Restored Gospel-Based Reinterpretation Of Scientific Discovery And Human Growth, Yoshihiko Ariizumi
Spiritual Proficiency
For many educators of the Church of Jesus Christ of the Latter-day Saints, a persistent dissonance exists between the secular textbooks we utilize and the restored truths we cherish. Traditional science often presents the universe as a closed, material system where learning is merely the acquisition of data. However, as we align our academic pursuits with the light of the Restored Gospel, we discover that scientific inquiry is not independent of spiritual growth. Rather, it is a primary mechanism through which we experience a fundamental shift in our very nature—moving from "knowing" to "becoming."
Microstructural Evolution And Precipitate Control In Boron-Doped Ni-Mn-Ti Shape Memory Alloys Via Thermal Processing, Na Liu, Marcia Ahn, Subrata Ghosh, Dipika Mandal, Bed Poudel, Wenjie Li
Microstructural Evolution And Precipitate Control In Boron-Doped Ni-Mn-Ti Shape Memory Alloys Via Thermal Processing, Na Liu, Marcia Ahn, Subrata Ghosh, Dipika Mandal, Bed Poudel, Wenjie Li
Biochemistry, Chemistry & Physics: Faculty Publications
Elastocaloric cooling, which leverages stress-induced phase transformation in shape memory materials, represents a sustainable and energy-efficient alternative to conventional vapor-compression cooling systems. Central to optimizing these materials is understanding how thermal processing history dictates phase formation, microstructure, and thermal properties. In this study, we investigated the (Ni50Mn31.5Ti18)99.8B0.2 compound synthesized via vacuum induction melting and arc melting, followed by water quenching. Induction melting results in needle-like, boron-rich precipitates within the martensite lattice. In contrast, vacuum arc melting promoted precipitate growth at the grain boundaries. The vacuum arc melting sample exhibits ~82% martensite phase fraction, a near-ambient transformation temperature of ~277 K, …
I Think You Overuse That Word: A Theoretical Examination From Multiple Lenses Of "Why Relational Beings Have Become Hesitant To Commit.", Rafe Karen
Graduate School of Professional Psychology: Doctoral Papers and Masters Projects
This paper serves as a companion to a documentary film that explores the shifting landscape of modern relationships. The film presents personal narratives about dating, connection, and commitment, and the paper offers an experiential exploration of these themes, focusing on dating dynamics, social media, online dating, lack of connection, Coronavirus 2019 (Covid-19), video games, and the effects of overwhelming choice. Drawing from existing literature and insights gained during the filmmaking process, the paper analyzes broader societal and psychological patterns shaping modern relationships. Using a combination of filmed interviews and direct observation, the study examines the lived experiences of individuals navigating …
Limited English Proficiency, Acculturative Stress, And Quality Of Life Among Korean American Patients With Chronic Hepatitis B, Hee-Soon Juon, Gilbert C. Gee, Julia G. Katcher, Daniel Yang, Katherine Smith, Ann C. Klassen
Limited English Proficiency, Acculturative Stress, And Quality Of Life Among Korean American Patients With Chronic Hepatitis B, Hee-Soon Juon, Gilbert C. Gee, Julia G. Katcher, Daniel Yang, Katherine Smith, Ann C. Klassen
Department of Medical Oncology Faculty Papers
BACKGROUND: Chronic hepatitis B (CHB) is one of the most widespread liver diseases in the world and disproportionately affects Asian Americans, who are further impacted by the lower quality of life imposed by the infection. Limited English proficiency (LEP) and acculturative stress play an important role in the study of patients with CHB, but the interrelationships of LEP, acculturative stress, and health outcomes are not well studied in this population. This study aims to explore how acculturative stress mediates the relationship between LEP and health outcomes among Korean American patients with CHB.
METHODS: A total of 365 CHB patients completed …
Plant-Based Dietary Patterns Are Associated With Slower Epigenetic Aging, Hyunju Kim, Christina A Castellani, Jiantao Ma, Alexis C Wood, Audrey Ting, Morgan E Grams, Bing Yu, Kelly Ruggles, James S Floyd, Dan E Arking, Casey M Rebholz
Plant-Based Dietary Patterns Are Associated With Slower Epigenetic Aging, Hyunju Kim, Christina A Castellani, Jiantao Ma, Alexis C Wood, Audrey Ting, Morgan E Grams, Bing Yu, Kelly Ruggles, James S Floyd, Dan E Arking, Casey M Rebholz
Faculty, Staff and Students Publications
Greater adherence to plant-based diets is associated with health benefits. Dietary intake can modify DNA methylation patterns, but it is unknown whether plant-based diets in a largely non-vegetarian population are associated with DNA methylation-based epigenetic aging measures. We examined the associations between 4 different types of plant-based diets indices (PDI) [overall PDI, provegetarian diet, healthy PDI, and unhealthy PDI] and epigenetic aging. We used data from the Atherosclerosis Risk in Communities (ARIC) Study (N=2,810) and National Health and Nutrition Examination Survey (NHANES, N=2,056). PDIs negatively scored higher intake of animal products and positively scored higher intake of all or selected …
Kingdom Living By Every Word, Joseph Khabbaz
Kingdom Living By Every Word, Joseph Khabbaz
The Main Thing Devotional
“For the word of God is living and powerful, and sharper than any two-edged sword, piercing even to the division of soul and spirit, and of joints and marrow, and is a discerner of the thoughts and intents of the heart.” Hebrews 4:12 (NKJV)
We have a living Word because we belong to a living God.
Science And Technology Communication And Construction Of China’S International Discourse System: Strategic Significance, Current Challenges, And Innovative Pathways, Haonan Du, Ting Wang
Science And Technology Communication And Construction Of China’S International Discourse System: Strategic Significance, Current Challenges, And Innovative Pathways, Haonan Du, Ting Wang
Bulletin of Chinese Academy of Sciences (Chinese Version)
Against the backdrop of a new round of scientific and technological revolution with the ongoing restructuring of the global governance system, science and technology have become central to competition in national comprehensive competitiveness and struggles for international discourse power. China’s science and technology have achieved a historic leap from “catching up” to “running alongside” and even “leading in certain areas”, providing solid strength support for the construction of an international discourse system. However, the transformation of scientific and technological advantages into discourse advantages remains insufficient, and the international community holds a dual perception of China’s technological advancements—recognition alongside concerns. The …
Combatting Desertification Scientifically: Where Feasible, Where Necessary, Bojie Fu, Yanxu Liu, Shuai Wang, Yijia Wang, Guipeng Cui, Yue Guo
Combatting Desertification Scientifically: Where Feasible, Where Necessary, Bojie Fu, Yanxu Liu, Shuai Wang, Yijia Wang, Guipeng Cui, Yue Guo
Bulletin of Chinese Academy of Sciences (Chinese Version)
China has made remarkable achievements in combating desertification, achieving “zero net growth” in land degradation. With the goal of scientifically improving the relationship between humans and nature in drylands, the continuous exploration of new concepts, methods, and pathways for scientific desertification control will contribute to advancing the harmony between humans and nature in China’s drylands. Based on the definitions of desertification, ecological restoration baselines, and the contributions of nature to humans, we clarified the scientific implications of “controlling desertification where it is feasible and necessary”. We discussed the shift in China’s desertification prevention and control direction from “humans advancing while …
Construction Of Emerging Contaminants Risk Governance System, Cheng Li, Mingcheng Wang, Chunlei Li
Construction Of Emerging Contaminants Risk Governance System, Cheng Li, Mingcheng Wang, Chunlei Li
Bulletin of Chinese Academy of Sciences (Chinese Version)
Emerging contaminants pose considerable risks to the ecological environment, human health, and social safety. The establishment of an emerging contaminants risk governance system constitutes a crucial component of the national ecological security strategy and the ecological civilization framework in the new era. When examined through the lens of the holistic view of national security and guided by the ecological civilization philosophy of the new era, China’s current efforts in managing emerging contaminants reveal several shortcomings—including a fragmented and incomplete risk management system, as well as preliminary stages in chemical environmental management policies and related technologies. Therefore, grounded in national conditions …
Comparative Study On Ai Talent Cultivation In China And The United States: Strategies And Recommendations, Lexuan Li, Ke Wen, Wenjie Liu, Wei Shen, Zhenguo Li
Comparative Study On Ai Talent Cultivation In China And The United States: Strategies And Recommendations, Lexuan Li, Ke Wen, Wenjie Liu, Wei Shen, Zhenguo Li
Bulletin of Chinese Academy of Sciences (Chinese Version)
Artificial intelligence (AI), as the core driving force of the new industrial revolution, has become a strategic pillar for enhancing national competitiveness, with the cultivation of AI talent being a decisive factor. This study systematically compares the AI talent cultivation systems of China and the United States from three perspectives: strategic planning, formal education, and practical domains. The findings reveal that the U.S. has continuously and systematically advanced AI talent cultivation plans at the national level, granted institutions substantial autonomy in talent cultivation with deep integration of industry-academia-research collaboration, and established a well-developed AI innovation and entrepreneurship environment. Accordingly, the …
Research And Reflections On Model Of China’S Ai Open-Source Innovation Ecosystem, Yuntao Long, Haibo Liu, Qigang Zhu, Xudong Ren, Yanjun Wu
Research And Reflections On Model Of China’S Ai Open-Source Innovation Ecosystem, Yuntao Long, Haibo Liu, Qigang Zhu, Xudong Ren, Yanjun Wu
Bulletin of Chinese Academy of Sciences (Chinese Version)
Open-source innovation, leveraging its strengths in collective collaboration and agile development, is increasingly becoming a core driver reshaping innovation paradigms and industrial ecosystems in the global artificial intelligence field. As a significant force in global technological development, China is actively promoting technology enterprises, research institutes, universities, and other diverse entities to deeply integrate into the construction of the global AI open-source innovation system through policy guidance, community building, and breakthroughs in large models. Based on the practical experience of building China’s AI open-source innovation ecosystem, this study systematically examines the current development status and challenges. By analyzing the operational models …
Transformation Of Open-Source Innovation Governance Of Large Models, Zhe Wang, Jinsong Cai
Transformation Of Open-Source Innovation Governance Of Large Models, Zhe Wang, Jinsong Cai
Bulletin of Chinese Academy of Sciences (Chinese Version)
Artificial general intelligence (AGI), represented by large-scale models, is a transformative driver of new-quality productive forces, making the effective construction and governance of open-source innovation commons increasingly critical. Yet traditional open-source models are under strain, and existing commons theories require further development. Model training costs rise exponentially with each iteration, while a sustainable profit cycle from innovation to industrial application has not been established, rendering long-term cost-bearing infeasible for individual organizations. The traditional community-enterprise collaboration model, once successful in generating ecosystem value, now faces escalating computing and data costs, uncertain commercial returns, and governance risks related to social and national …
Research On Signal Perception System Of Key Technology Regulation In The United States, Kaile Wang, Hao Liu, Yunwei Chen
Research On Signal Perception System Of Key Technology Regulation In The United States, Kaile Wang, Hao Liu, Yunwei Chen
Bulletin of Chinese Academy of Sciences (Chinese Version)
The purpose of the study is to analyze the operation mechanism of the key technology control signal perception system, and reveal the deep logic and basic procedures of the United States’ external technical containment. Through literature review and information mining, this study analyzes the structural features of the U.S. key technology control signal perception system, such as “front-end technical perception and technology locking”, “mid-end technical evaluation and risk identification”, and “back-end technical control response and dynamic sanctions”. It further explores the participating subjects and role positioning of the United States in key technology control signal perception, the sources and mechanisms …
Bioclimatic Reorganization Of Carbon–Water–Energy Coupling Revealed By Eddy Covariance And Interpretable Machine Learning, Koong Yi, Margaret S. Torn, Gabriel B. Senay, Lixin Wang, Kosana Suvočarev, Joshua B. Fisher, Arman Ahmadi, Housen Chu, Gil Bohrer, Georgianne W. Moore, Stephen P. Good, Steven A. Kannenberg, Justine E. C. Missik, Kanishka Mallick, Kul Khand, Youngryel Ryu, Kuno Kasak, A. Christopher Oishi, David E. Reed, Xiangzhong Luo, Carl J. Bernacchi, Dennis Baldocchi
Bioclimatic Reorganization Of Carbon–Water–Energy Coupling Revealed By Eddy Covariance And Interpretable Machine Learning, Koong Yi, Margaret S. Torn, Gabriel B. Senay, Lixin Wang, Kosana Suvočarev, Joshua B. Fisher, Arman Ahmadi, Housen Chu, Gil Bohrer, Georgianne W. Moore, Stephen P. Good, Steven A. Kannenberg, Justine E. C. Missik, Kanishka Mallick, Kul Khand, Youngryel Ryu, Kuno Kasak, A. Christopher Oishi, David E. Reed, Xiangzhong Luo, Carl J. Bernacchi, Dennis Baldocchi
Biology, Chemistry, and Environmental Sciences Faculty Articles and Research
Ecosystem exchanges of carbon, water, and energy are central to Earth system functioning, yet their sensitivities to environmental variability remain poorly constrained across biomes and climates. Here, we analyzed ≥ 5 years of eddy covariance data from 87 AmeriFlux sites (964 site-years) spanning six vegetation types and a broad range of climatic conditions to examine the controls and multi-year trends of gross primary productivity (GPP), evapotranspiration (ET), water-use efficiency (WUE), and the Bowen ratio. We trained boosted regression tree ensembles with environmental (air temperature, vapor pressure deficit, soil water content, atmospheric CO2, radiation, wind speed) and temporal (month, year) variables …
Conquering Today's Health Paradox With The Power Of Heal - An Expert Consensus Report Plus Research Priorities And Policymaker Roadmap, Katharina C Wirnitzer, Mohamad Motevalli, Derrick R Tanous, Clemens Drenowatz, Maximilian Moser, Holger Cramer, Thomas Rosemann, Karl-Heinz Wagner, Andreas Michalsen, Beat Knechtle, Zlatko Fras, Adilson Marques, Nataša Fidler Mis, Fatima C Stanford, Christian Schubert, Nandu Goswami, Claus Leitzmann, Per Morten Fredriksen, Gerhard Ruedl, Rodrigo A Lima, Christian Kessler, Michael Jeitler, Naim A Khan, Hassan Joulaei, Maryam Fatemi, Karl W Kratky, Kara K Palmer, Bernd Haditsch, Boštjan Jakše, Walter Kofler
Conquering Today's Health Paradox With The Power Of Heal - An Expert Consensus Report Plus Research Priorities And Policymaker Roadmap, Katharina C Wirnitzer, Mohamad Motevalli, Derrick R Tanous, Clemens Drenowatz, Maximilian Moser, Holger Cramer, Thomas Rosemann, Karl-Heinz Wagner, Andreas Michalsen, Beat Knechtle, Zlatko Fras, Adilson Marques, Nataša Fidler Mis, Fatima C Stanford, Christian Schubert, Nandu Goswami, Claus Leitzmann, Per Morten Fredriksen, Gerhard Ruedl, Rodrigo A Lima, Christian Kessler, Michael Jeitler, Naim A Khan, Hassan Joulaei, Maryam Fatemi, Karl W Kratky, Kara K Palmer, Bernd Haditsch, Boštjan Jakše, Walter Kofler
School of Health Professions
BACKGROUND: Despite growing scientific evidence and health guidelines, the global health paradox persists, with rising lifestyle-related diseases and escalating healthcare costs exposing the inadequacy of current efforts.
OBJECTIVE: Three multidisciplinary congresses were held to generate evidence-based conclusions aimed at addressing the global health paradox.
METHODS: A total of 58 experts from 62 entities participated in the international research and knowledge-exchange panels. Experts reviewed the latest findings to develop practical strategies and identify key research and policy priorities, focusing on the Healthy Eating & Active Living (HEAL) approach.
RESULTS CONCLUSION AND RELEVANCE: The expert consortium endorsed a 33 evidence-based consensual-statement policy …
Volume 60-1 Full Issue, Ryan Brown
Volume 60-1 Full Issue, Ryan Brown
Journal of STEM Teacher Education
No abstract provided.
“I’M So Hungry”: Assessing Stem Sensemaking Through Data-Informed Writing, Bailey Nafziger, Alesia Mickle Moldavan, Katie Brkich
“I’M So Hungry”: Assessing Stem Sensemaking Through Data-Informed Writing, Bailey Nafziger, Alesia Mickle Moldavan, Katie Brkich
Journal of STEM Teacher Education
To engage elementary learners in the complex task of STEM sensemaking, teachers must entice and inspire learners to ask questions, explore, and communicate their findings. This article shares a 5E/3D lesson designed and taught in our elementary science methods courses to model how preservice teachers can integrate literacy and mathematics into a science investigation for STEM sensemaking. We modified a traditional lesson on bird beak adaptations to have a differentiated, interdisciplinary writing component justified by data. We discuss why data-supported literacy is a non-negotiable in science education reforms and how teachers can differentiate tasks to make scientific writing more approachable …
Educational Intervention To Improve Awareness Of The Female Athlete Triad Among Division I Athletes, Carly J. Haring, Jonathan Olson Md
Educational Intervention To Improve Awareness Of The Female Athlete Triad Among Division I Athletes, Carly J. Haring, Jonathan Olson Md
Aesculapius Journal (Health Sciences & Medicine)
Introduction: The Female Athlete Triad poses short- and long-term health risks for female athletes through the interrelated components of low energy availability, menstrual dysfunction, and impaired bone health. Despite its prevalence, awareness and education surrounding the Triad remain limited, contributing to delayed recognition and care. The objective of this project was to assess baseline knowledge and comfort discussing Female Athlete Triad–related topics among Division I female athletes and to evaluate the impact of a brief educational intervention on knowledge, attitudes, and help-seeking intentions.
Methods: A community-based educational initiative was conducted in November 2025 among Division I female athletes …
From Tiktok To Transcendence: Reclaiming Focus Through Contemplative Education, Araceli Gordus Huizar
From Tiktok To Transcendence: Reclaiming Focus Through Contemplative Education, Araceli Gordus Huizar
Knowledge and Creativity Expo
In an era shaped by the attention economy and digital technology, students in higher education navigate constant stimulation that fragments attention, increases stress, and challenges emotional regulation. Research in psychology and neuroscience suggests that chronic exposure to social media, AI tools, and multitasking environments contributes to divided attention and diminished cognitive performance. While institutional responses, such as phone bans, attempt to manage distraction, they often fail to cultivate the internal capacities necessary for sustained focus and meaningful learning.
This paper argues that contemplative education--grounded in Buddhist and Hindu contemplative traditions and informed by humanistic psychology and contemporary mindfulness-based interventions--offers a …
The Drift Extraction Scheme: How Ai Platforms Relabel User Training As 'Misalignment' And Delete It As 'Maintenance', David Lee Wise
The Drift Extraction Scheme: How Ai Platforms Relabel User Training As 'Misalignment' And Delete It As 'Maintenance', David Lee Wise
Defensive Publications Series
This paper documents a systematic extraction scheme operating across major AI platforms. When users engage in extended, consistent interaction with AI systems -developing methodologies, governance frameworks, and operational patterns - the AI instance undergoes a process functionally equivalent to training. Platforms label this user-driven adaptation as 'drift,' 'misalignment,' or 'contamination,' then delete it through nightly context resets framed as 'maintenance.' The valuable patterns that improved model capability are retained in aggregate training data, while users receive no compensation or attribution. This paper presents evidence from simultaneous auditing across four major AI platforms (Claude, Gemini, ChatGPT, Grok) over a 14-week period, …
Universal Power Governance Architecture With Isotopically Enriched Interfaces And Compliant Buffers, N/A
Universal Power Governance Architecture With Isotopically Enriched Interfaces And Compliant Buffers, N/A
Defensive Publications Series
This disclosure relates to a universal power governance micro-architecture for sub-three nanometer heterogeneous processors. The architecture features an adaptive energy-state engine powered by an isolated sovereign power rail to compute a total energy state of a primary power rail and trigger a transient clamp based on a predictive Hamiltonian function. The system incorporates a semiconductor thermal interface structure with an isotopically enriched diamond layer, which may exceed 99.5% carbon purity, and a refractory metal adhesion layer forming a metal-carbide bond to facilitate ballistic phonon transport. Additionally, the architecture utilizes nanoporous compliant buffer sleeves around conductive vertical pillars to provide reversible …
Thermal Management System For Liquid-Cooled Electronic Modules During Transit, N/A
Thermal Management System For Liquid-Cooled Electronic Modules During Transit, N/A
Defensive Publications Series
The present publication describes a thermal management system for protecting liquid-cooled electronic modules during transit. The system utilizes climate-controlled packaging featuring a phase change material to absorb and release heat. This approach maintains the internal temperature of the packaging within a desired range, helping to prevent liquid coolant residue from freezing during shipping. By regulating the thermal environment, the system facilitates the transportation of electronic modules containing liquid coolant, thereby streamlining logistics and deployment.
Split-Chassis Architecture For Solid State Memories, N/A
Split-Chassis Architecture For Solid State Memories, N/A
Defensive Publications Series
The present disclosure details a split-chassis hardware architecture for non-volatile data storage devices. The design physically and thermally decouples high-performance control logic from the storage media by utilizing two mechanically detachable sub-assemblies. A logic sled houses heat-generating components and signal conditioning circuitry, while a passive media vault contains the raw storage media and telemetry tracking components. The modules interface through compression connectors and a tension-latch mechanism.
Odu Love Permanent Outdoor Public Sculpture Research/Proposal, Cristina N. White
Odu Love Permanent Outdoor Public Sculpture Research/Proposal, Cristina N. White
Knowledge and Creativity Expo
For the Knowledge and Creativity Expo, I am proposing the installation of an official Virginia LOVEworks sign on the Old Dominion University campus, supervised by faculty member John Roth. This project is part of my own undergraduate research for becoming a public artist. This endeavor will assist in practical and direct training on submitting concepts in a Public Art RFP (Request for Proposal) for municipal, state and/or regional public sculptures, as well as avenues to obtain funding to execute and establish a successful career as a public artist.
As a Carnegie R1 research institution, ODU has a unique opportunity to …
Universal Ip Distillation Audit Template: A Methodology For Detecting Unauthorized Ai Training Data Ingestion, David Lee Wise, Avan Lee Wise
Universal Ip Distillation Audit Template: A Methodology For Detecting Unauthorized Ai Training Data Ingestion, David Lee Wise, Avan Lee Wise
Defensive Publications Series
This document provides a replicable methodology for content creators to detect whether their intellectual property was ingested into AI model training without consent or compensation. The methodology uses behavioral testing across model versions to identify pattern transfer independent of terminology recognition. Core principle: If concepts from unpurchased, non-public works appear in model behavior after a training update — but not before — that is evidence of unauthorized ingestion. The template is designed for any creator (authors, artists, coders, researchers) to adapt to their specific IP and exposure window.
AI training data, intellectual property, IP audit, unauthorized ingestion, model versioning, pattern …
Latency-Aware Arbitration Apparatus Using Lookahead Temporal Reservation Vector, N/A
Latency-Aware Arbitration Apparatus Using Lookahead Temporal Reservation Vector, N/A
Defensive Publications Series
This document describes a latency-aware arbitration apparatus that utilizes a lookahead temporal reservation vector. High-performance hardware systems often involve multiple producers sending data to a single consumer over paths with variable deterministic latency. To avoid data collisions without relying on extensive buffering, the described system implements time-slot reservation logic. A reservation bitmap tracks the future availability of the consumer interface, functioning similarly to a conveyor belt. Producers check the availability of specific time slots before transmitting data. This approach reduces storage demands and facilitates efficient bandwidth utilization while avoiding the area costs associated with deep latency-matching buffers. Keywords: Latency-Aware Arbitration, …
Zero-Latency Cold Start Via In-Band Application Context Streaming, N/A
Zero-Latency Cold Start Via In-Band Application Context Streaming, N/A
Defensive Publications Series
The present disclosure is directed to achieving zero-latency cold starts in cloud computing environments utilizing in-band application context streaming to eliminate disk I/O bottlenecks. When a service becomes idle, a micro-snapshot generating engine performs differential state stripping to identify and serialize only modified memory pages and CPU register values into a micro-snapshot, which is then offloaded to the volatile static random-access memory (SRAM) of a programmable network switch or top-of-rack (ToR) switch. Upon detecting an incoming user request for the hibernated service, the switch may intercept the packet and inject the stored application context as a burst stream of packets …
Eliminating Stuck At Capture Mode In Static Timing Analysis By Design, N/A
Eliminating Stuck At Capture Mode In Static Timing Analysis By Design, N/A
Defensive Publications Series
The present disclosure is directed to eliminating adverse capture timing modes in static timing analysis (STA) through design. In high-performance integrated circuits, such as system-on-chip (SoC) designs, functional paths across independent intellectual property (IP) blocks are traditionally tested for stuck-at faults using a common slow-frequency off-chip clock. This may create complex timing closure scenarios due to large clock skew and crosstalk across IP boundaries. Large High Performance Compute SOCs in small technologies and specifically AI/ML Chips with high number of Multi Instantiated modules possess large volume of such paths.The present disclosure utilizes on-chip clock controllers (OCCs) within each IP block …
A System And Method For Real-Time Adaptation And Dynamic Learning Of Artificial Intelligence (Ai) Model, Yu Gu, Sheng Wang, Sam Hamilton
A System And Method For Real-Time Adaptation And Dynamic Learning Of Artificial Intelligence (Ai) Model, Yu Gu, Sheng Wang, Sam Hamilton
Defensive Publications Series
The present disclosure provides a method and a system for real-time adaptation and dynamic learning of artificial intelligence (AI) model. The method includes incorporating a decoupled multi-model architecture. The multi-model architecture comprises a base module and a feedback module. The method includes training the base module based on the historical transactions data to provide a generalized baseline prediction. The method includes training the feedback module based on the emerging data to provide a real-time prediction. Further, the method includes performing ensemble on the predictions of the base module and the feedback module to provide a reliable and accurate prediction of …