Design and application research on data service platform for big data by Yun-feng LIU, Li LI, Su-mei WANG, Qian-yi WANG, Xu YANG, Rong-bin OUYANG, Xin-zheng LONG

“…Big data management gives challenges to data manage and service platform based on traditional relational database management system,and research on big data management and service platform supporting both structured and unstructured data has become a very urgent and important task.4 key technologies for big data management service platform was summarized,and the configurable generalization table model was adopt.The data service center system prototype BIG-DMS based on Hadoop platform and the application scheme of data integration services platform based on BIG-DMS were also designed to support both structured and unstructured data storage,management and access services.…”
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A Fine-Grained Mobile Data Security Model by Yubin Yang, Liming Cheng

“…Thus fine-grained security for mobile data management capabilities were achieved. The model was consisted of mobile data management module and the label control management module. …”
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Unveiling the role of DHIS2 in enhancing data quality and accessibility in primary healthcare facilities: Evidence from Ethiopia. by Taddese Alemu Zerfu, Moges Asressie, Zenebu Begna, Tigist Habtamu, Netsanet Werkneh, Tariku Nigatu, Meskerem Jisso Ibido, Addisalem Genta

“…<h4>Background</h4>The implementation of DHIS2 in healthcare systems has transformed data management practices worldwide. However, its specific impact on data quality, availability, and performance in Primary Health Unit (PHU) facilities in Ethiopia remains underexplored. …”
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Observational research in epidemic settings: a roadmap to reform by Marc Lipsitch, Nicholas Evans, Alexandra L Phelan, Stephany N Duda, Annette Rid, Colin J Carlson, Jennifer B Rosen, Natalie E Dean, John Barugahare, Maya B Mathur, Emily E Ricotta, Fausto A Bustos Carrillo, Samuel Angelli-Nichols, Adia Benton, Emma Chang-Rabley, Lisa Federer, Mary-Margaret A Fill, Elizabeth C LeRoy, Natalie M Linton, Lauren Sauer, Sheena G Sullivan, Mackenzie Zendt

“…Resolving these challenges requires careful attention to prioritising the most valuable research questions, ensuring robust study design, strong data management practices, expansive community engagement, and access and benefit sharing of results and research materials. …”
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Discussion of constructing unified DPI system by operators in the background of big data by Huifang HOU, Jie PAN

“…Mobile data traffic increases gradually.Operator's business model is transferring from “telephone traffic management” to “traffic management”.Big data management will become the main development direction of operators.For big data management,operators explore the value and application of DPI technology and make the unified DPI system standards to offer comprehensive and standard traffic data.The insufficiency of traditional DPI deployment mode was analyzed,and the unified DPI system to offer basic data security for accelerating development of big data was presented.…”
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Transferability analysis of adversarial attacks on gender classification to face recognition: Fixed and variable attack perturbation by Zohra Rezgui, Amina Bassit, Raymond Veldhuis

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Spatial analysis of measles cases and vaccination coverage in the Somali region, eastern Ethiopia by Abdilahi Ibrahim Muse, Abdilahi Ibrahim Muse, Mahdi Yonis Kayat, Mohamed Harir Aden, Jemal Beksisa Shuramu, Shikur Mohammed, Musse Ahmed Ibrahim, Musse Ahmed Ibrahim, Binyam Mohammedbirhan Berhe, Ahmed Abdi Kalinle, Sahardiid Ali Abdilahi

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Complex Power System Status Monitoring and Evaluation Using Big Data Platform and Machine Learning Algorithms: A Review and a Case Study by Yuanjun Guo, Zhile Yang, Shengzhong Feng, Jinxing Hu

“…This paper reviews the key technologies of Big Data management and intelligent machine learning methods for complex power systems. …”
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Data Overlay Mesh in Distributed Clouds Allowing Collaborative Applications by Milos Simic, Jovana Dedeic, Milan Stojkov, Ivan Prokic

“…This paper addresses the limitations of current data management solutions in supporting dynamic organization, configuration, and collaboration in multi-tenant, geo-distributed micro clouds at the edge. …”
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Evolution scheme of 5G fusion user data architecture by Yuan ZHAO, Ziyu XIAO, Yan HAN, Hongyuan MA

“…User data management has experienced the evolution of 2G/3G and 4G era.At present,as a triple integration HLR/HSS service for mobile 2G/3G/4G/VoLTE users,contract data storage and authentication management,with the advent of 5G,5GC introduces cloud-based micro-service architecture UDM/UDR user data management network element,how to realize the evolution deployment of existing HSS and UDM,and how to realize the timely signing of 5G users to guarantee the 5GC business process urgently need to be studied.How to realize the evolution deployment of 5G user data to the four-fused HSS/UDM architecture based on the strategy of no-change card and no-change trademark commercial 5G market,and how to realize the smooth migration of 2G/4G user data to 5G user data at the same time was mainly researched.Finally,four HSS/UDM evolution schemes were presented and the rhythm of cloud migration was proposed.…”
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Solar Energy Validation for Strategic Investment Planning via Comparative Data Mining Methods: An Expanded Example within the Cities of Turkey by Oya H. Yuregir, Cagri Sagiroglu

“…Energy supply together with the data management is one of the key challenges of our century. …”
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ESRC Research Data Policy in a Changing Landscape by Paul Allanson, Angela Daly, Awais Elahi, Alistair Geddes, Maeve Malone, Niamh Nic Daeid, Lucille Tetley-Brown

“…Following an initial scoping review, the study comprised an online survey of stakeholder views that was followed up by a series of focus groups, and an analysis of a sample of data management plans (DMPs). In this brief report, we concentrate on those aspects of our review, both in process and in substance, which are of most relevance to the data curation and data management community, and outline the next steps in the policy review process. …”
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Cost-Effective Resource Provisioning for Real-Time Workflow in Cloud by Lei Wu, Ran Ding, Zhaohong Jia, Xuejun Li

“…Also, the responses of the complex data management process are usually required to be real-time. …”
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The Role of Cognitive Science and Big Data Technology in the Design of Business Information Management Systems by Yangfan Li

“…With the surge in the amount of data in the internal and external environment, the collection, analysis, processing, and storage of the increasing data sources and data volume, as well as the problems of big data management, are the current situation and dilemmas of data management faced by enterprises today. …”
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Heatwave warnings mitigate long-term cardiovascular diseases risk from heat-related illness: a real-world prospective cohort studyResearch in context by Qi Huang, Limei Ke, Linfeng Liu, Yuyang Liu, Yanjun Li, Guoqing Feng, Bo Yin, Wenxin Xiang, Jiarun Li, Keyi Lyu, Miao Wang, Qiannan Tian, Liqun Wu, Xiaofeng He, Wannian Liang, Huatang Zeng, Jiming Zhu, Kuiying Gu, Qian Di

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Enhancing DataOps practices through innovative collaborative models: A systematic review by Aymen Fannouch, Jihane Gharib, Youssef Gahi

“…The rapidly evolving field of Data Operations (DataOps) is essential for enhancing data management within large-scale enterprises. However, persistent challenges, such as inefficiencies in data integration, delivery, and governance, limit its potential impact. …”
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EdgeGuard: Decentralized Medical Resource Orchestration via Blockchain-Secured Federated Learning in IoMT Networks by Sakshi Patni, Joohyung Lee

“…The rapid growth of the Internet of Medical Things (IoMT) is changing healthcare data management, but it also brings serious issues like data privacy, malicious attacks, and service quality. …”
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The Future Face of Surgery—Demographics of Students Interested in Surgery at an Academic Medical Center by Jalee Birney, Dylan T Vance, Jodi A. Veach, Katelyn Sanner Dixon, Sarah E. Adkins, Sarah C. Wilson, Heather M Minchew, Jordan Baker, Lynn Chollet-Hinton, German Berbel, Lyndsey J Kilgore

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Rehabilomics Strategies Enabled by Cloud-Based Rehabilitation: Scoping Review by Sejun Oh, SangHeon Lee

“…Cloud-based rehabilitation offers streamlined patient data management and sharing and could potentially play a significant role in advancing rehabilomics research. …”
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