Results 41 to 50 of about 142,887 (185)

DDoS Attacks Detection and Prevention on Real-Time Streaming Data Using Machine Learning Methods With Kafka and Apache Spark

IEEE Access
Distributed Denial of Service (DDoS) attacks in the constantly expanding sphere of cybersecurity are highly important to detect and respond to promptly. This paper proposes an Intrusion Detection System (IDS) that integrate Machine Learning (ML), Apache ...
Jameel Ahmad, Usama Ahmed, Saad Farooq, Muhammad Sarwar, Momina Shaheen, Dimitris M. Manias, Jawad Khan   +6 more
doaj   +1 more source

Technical predictive analysis of big data for Apache Spark-based resource planning

Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska
The large database analysis is a substantial form of research that is presently expanding immensely in current technologies, and it also affects numerous aspects of life.
Bakhshali Bakhtiyarov, Aynur Jabiyeva, Ulkar Musavi   +2 more
doaj   +1 more source

PEAR1 Promotes Glucose Metabolism Reprogramming in Sepsis‐Associated Acute Lung Injury via AARS1‐Mediated HIF‐1α Lactylation

Advanced Science, EarlyView.
This study revealed that a PEAR1/HIF‐1α/ glycolysis/lactate/H3K18la positive feedback loop in PMVECs that drives the development of S‐ALI. Mechanistically, PEAR1 mediates the binding of HIF‐1α to AARS1, leading to the lactylation of HIF‐1α, the primary lactylation site of which is K172.
Shuai Li, Zongqing Lu, Pu Fang, Qingqing Pang, Xianghui Wu, Bo Wang, Min Liang, Jingjing Pan, Haobo Kong, Haijian Cai, Juanjuan Li, Jiaying Kang, Dongsheng Wang, Dunling Xia, Mengmeng Xu, Qinghai You   +15 more
wiley   +1 more source

Unfractionated Heparin and Low‐Molecular‐Weight Heparin in Sepsis: Anti‐Inflammatory and Anticoagulant Effects Versus No Anticoagulation—A Propensity Score‐Matched Analysis

Journal of Clinical Laboratory Analysis, EarlyView.
This propensity score‐matched study compared unfractionated heparin (UFH) and low‐molecular‐weight heparin (LMWH) in 1362 sepsis patients, finding that both significantly improved survival without increasing 90‐day bleeding risk. However, their therapeutic mechanisms differed: UFH demonstrated broader anti‐inflammatory effects by reducing IL‐6, IL‐8 ...
Peili Chen, Yi Yao, Bing Zhao, Yuan An, Jian Jiang, Li Ma, Enqiang Mao, Yihui Wang   +7 more
wiley   +1 more source

Visceral Adipose Tissue as an Independent Predictor of Severe Post‐ERCP Pancreatitis: A Multicenter Retrospective Cohort Study

Journal of Hepato-Biliary-Pancreatic Sciences, EarlyView.
ABSTRACT Background Acute pancreatitis after endoscopic retrograde cholangiopancreatography (ERCP), known as post‐ERCP pancreatitis (PEP), is a major adverse event. Although risk factors for PEP incidence have been widely studied, factors associated with severe PEP remain unclear.
Shinya Uemura, Takuji Iwashita, Takuya Koizumi, Yosuke Ohashi, Shota Iwata, Akinori Maruta, Keisuke Iwata, Masahito Shimizu   +7 more
wiley   +1 more source

Real-time high-throughput cotton phenotyping using distributed computing and deep learning

Smart Agricultural Technology
In this paper, we present an approach for real-time high-throughput cotton phenotyping using distributed computing and deep learning. The objective of this study is to develop a big data pipeline to efficiently ingest and process large amounts of image ...
Vaishnavi Thesma, Glen C. Rains, Javad Mohammadpour Velni   +2 more
doaj   +1 more source

Model of Point Cloud Data Management System in Big Data Paradigm

ISPRS International Journal of Geo-Information, 2018
Modern geoinformation technologies for collecting and processing data, such as laser scanning or photogrammetry, can generate point clouds with billions of points. They provide abundant information that can be used for different types of analysis. Due to
Vladimir Pajić, Miro Govedarica, Mladen Amović   +2 more
doaj   +1 more source

Nutritional properties, traditional uses and potential new applications for the sotol plant (Asparagaceae, Convallarioideae): A review

PLANTS, PEOPLE, PLANET, EarlyView.
Sotol (Dasylirion spp.) is a resilient desert plant that sustains ecosystems, cultures and livelihoods in Chihuahua Desert. Our review highlights its nutritional properties, traditional uses and potential new applications in food, pharmaceuticals, renewable energy and water remediation. By synthesizing evidence across disciplines, we show how sotol can
Dámaris Leopoldina Ojeda Barrios, Antonio Martínez Ruiz, Marisela Calderón Jurado, Ramón Saúl Luján Aguirre, Juan Luis Jacobo Cuellar, Oscar Sariñana‐Aldaco, María Teresa Martínez Damián, Oscar Cruz Alvarez   +7 more
wiley   +1 more source

Running TensorFlow on Apache Spark

, 2021
Rad opisuje što je to radni okvir TensorFlow i različite mogućnosti pokretanja aplikacija napisanih u radnom okviru TensorFlow. Rad opisuje što su to neuronske mreže i kako se treniraju pomoću radnog okvira TensorFlow.
Herceg, Filip
core  

Accounting for animal movement during aerial imaging surveys

Remote Sensing in Ecology and Conservation, EarlyView.
Animals are not stationary during aerial surveys; if their movements are related to the movement of the aerial platform, then bias can be introduced into subsequent population count estimates. We sought to establish a framework for assessing the impacts of animal movement on count error and platform bias by comparing aggregated counts and relative ...
Rowan L. Converse, Christopher D. Lippitt, Steven E. Sesnie, David R. Stewart, Matthew J. Butler, Grant M. Harris   +5 more
wiley   +1 more source