Flora: Efficient Cloud Resource Selection for Big Data Processing via Job Classification [PDF]
Distributed dataflow systems like Spark and Flink enable data-parallel processing of large datasets on clusters of cloud resources. Yet, selecting appropriate computational resources for dataflow jobs is often challenging. For efficient execution, individual resource allocations, such as memory and CPU cores, must meet the specific resource demands of ...
arxiv
Alterations in gut microbiota and metabolites contribute to postoperative sleep disturbances
In this study, we classified postoperative patients into poor sleepers (PS) and good sleepers (GS) based on the bispectral index (BIS), and transplanted their fecal microbiota to pseudo‐germ‐free rats to analyze the sleep changes in rats and the potential mechanism.
Hui Zhong+7 more
wiley +1 more source
What are the tasks of chemical process development in the pharmaceutical industry? What are trends and challenges? This Scientific Perspective written by members of the European pharmaceutical industry introduces key concepts of drug development and key drivers for the future of chemical process development.
Joachim Krueger+12 more
wiley +2 more sources
Synbiotic modulation of gut flora: Effect on minimal hepatic encephalopathy in patients with cirrhosis [PDF]
Qing Liu+5 more
openalex +1 more source
In a study combining network pharmacological analysis and experimental verification, yunweiling has been shown improve functional constipation by inhibiting the PI3K‐Akt‐p53 signaling pathway and reducing the expression of TP53. Abstract Background This study investigated the impacts and mechanisms of yunweiling in the management of Functional ...
Peng Zhang+6 more
wiley +1 more source
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel KAN Adapter for Enhanced Feature Adaptation [PDF]
Specialized datasets that capture the fashion industry's rich language and styling elements can boost progress in AI-driven fashion design. We present FLORA (Fashion Language Outfit Representation for Apparel Generation), the first comprehensive dataset containing 4,330 curated pairs of fashion outfits and corresponding textual descriptions.
arxiv
THE ROLE OF THE GUT FLORA MICROORGANISMS IN THE LOCUST PHASE POLYMORPHISM, SCHISTOCERCA GREGARIA (FORSKAL) GOVERING THE HARVESTING CULTURE OF ENTOMOPATHOGENIC NEMATODE, STEINERNEMA CARPOCAPSAE (RHABDITIDA: STEINERNEMATIDAE) [PDF]
IBRAHIM A. ABDEL-KERIM, AHMED M. AHMED
openalex +1 more source
Cannabidiol (CBD) has numerous therapeutic properties, and is used to treat neurological conditions, such as neuroinflammation. However, the optimal dose of CBD to penetrate the brain requires further investigation. The primary aim of this study was to use a mouse model and the intrabuccal route for CBD administration to determine the optimal dose at ...
Oluwadara Pelumi Omotayo+4 more
wiley +1 more source
A Sequential Release Micro‐nano System for Colitis Therapy via Gut Microbiota and Immune Regulation
The micro‐nano system achieves the sequential release of drugs in response to gut microbiota and reactive oxygen species (ROS). Inulin prebiotics restore gut microbiota balance. Selenium compounds scavenge ROS and promote macrophage polarization, while 3‐oxolithocholic acid suppresses TH17‐cell differentiation. As a multifactorial therapeutic approach,
Dongdong Zhu+9 more
wiley +2 more sources
Characterization of Intestinal Flora in Osteoporosis Patients Based on 16S rDNA Sequencing
Mengyue Sun,1 Yuanyuan Liu,2 Shan Tang,2 Yiming Li,2 Ridong Zhang,2 Li Mao2 1Department of Geratology, The Affiliated Huaian No.1 People’s Hospital of Nanjing Medical University, Huaian, Jiangsu, 223300, People’s Republic of China; 2Department of ...
Sun M+5 more
doaj