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检索条件"任意字段=2024 International Conference on Computing, Machine Learning and Data Science, CMLDS 2024"
13410 条 记 录,以下是31-40 订阅
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FinOps-driven optimization of cloud resource usage for high-performance computing using machine learning
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JOURNAL OF COMPUTATIONAL science 2024年 79卷
作者: Nawrocki, Piotr Smendowski, Mateusz AGH Univ Krakow Fac Comp Sci Al A Mickiewicza 30 PL-30059 Krakow Poland
Cloud computing is gaining popularity in high-performance computing applications. Its utilization enables advanced simulations when local computing resources are limited. However, cloud usage may increase costs and en... 详细信息
来源: 评论
Quantum computing and data Mining Recent Advancements: A Review  10
Quantum Computing and Data Mining Recent Advancements: A Rev...
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10th international conference on Web Research, ICWR 2024
作者: Shayegan, Mohammad Javad Janati, Arash University of Science and Culture Department of Computer Engineering Tehran Iran
A significant amount of interest has been generated in recent years in the convergence of quantum computing and data mining due to quantum algorithms' potential to revolutionize information extraction from vast da... 详细信息
来源: 评论
Unsupervised Anomalous Sound Detection Using Hybrid machine learning Techniques
Unsupervised Anomalous Sound Detection Using Hybrid Machine ...
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international conference on Big data and Smart computing (BigComp)
作者: Yun, Eunsun Jeong, Minjoong Korea Inst Sci & Technol Informat Supercomp Applicat Ctr Seoul South Korea Univ Sci & Technol UST Data & High Performance Comp Sci Daejeon South Korea
The early detection of defects in mechanical equipment is of paramount importance in the industrial field. Research into data analysis methodologies for extracting valuable data from mechanical equipment has highlight... 详细信息
来源: 评论
Harnessing machine learning for Precise Rainfall Forecasting: A Comparative Study
Harnessing Machine Learning for Precise Rainfall Forecasting...
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2024 international conference on Advances in computing Research on science Engineering and Technology, ACROSET 2024
作者: Pathania, Anuj Rahi, Parvez Khan, Aazim Singh, Tarandeep Singh, Bhanupratap Chandigarh University Department of Computer Science Mohali India
This work looks into machine learning as a means of enhancing rainfall prediction. A logistic regression model is trained using meteorological data, including meteorological parameters such as temperature, wind speed,... 详细信息
来源: 评论
machine learning in Sensors for Collision Avoidance
Machine Learning in Sensors for Collision Avoidance
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international conference on computing, Networking and Communications (ICNC)
作者: Karakus, Erkan Wei, Tao Yang, Qing Univ Rhode Isl Dept Elect Comp & Biomed Engn Kingston RI 02881 USA
Sensors generate a huge amount of data that need to be transferred to a computing device for processing. Such large data transfer takes time and consumes energy. This paper presents a new sensing and computing archite... 详细信息
来源: 评论
KnobTune: A Dynamic database Configuration Tuning Strategy Leveraging Historical Workload Similarities
KnobTune: A Dynamic Database Configuration Tuning Strategy L...
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2024 international conference on computing, machine learning and data science, cmlds 2024
作者: Zhan, Yueyang Xi, Rui Liao, Jianming Fan, Shuhuan Hou, Mengshu University of Electronic Science and Technology of China Sichuan Chengdu China
Confronted with an abundance of adjustable parameters and ever-shifting workloads, database configuration tuning grapples with persistent challenges. The intricate task of thoroughly optimizing all these configuration... 详细信息
来源: 评论
NBA game outcomes prediction using several machine learning algorithms and Voting Classifier  7
NBA game outcomes prediction using several machine learning ...
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7th international conference on data science and Information Technology, DSIT 2024
作者: Wu, Yancai Central South University Changsha China
National Basketball Association, namely NBA, is the most hot league. For various purposes, people try to predict the outcome of NBA games. This paper applies the data of NBA matches from 2004-2022 and numerous machine... 详细信息
来源: 评论
Enhancing the computing Efficiency Through data Compression for machine learning  2
Enhancing the Computing Efficiency Through Data Compression ...
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2nd international conference on data science and Information System, ICDSIS 2024
作者: Elavarasi, K. Vishnupriya, K. Ifet College Of Engineering Department Of Information Technology Tamilnadu India
As machine learning data sizes continue to rise, this work offers a unique solution to improve computing efficiency by means of data compression. This starts by going over the problem's history and emphasizing the... 详细信息
来源: 评论
Quantum-Driven Big data Processing
Quantum-Driven Big Data Processing
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2024 international conference on Advances in Modern Age Technologies for Health and Engineering science, AMATHE 2024
作者: Handa, Devansh Nikhil, Kindi Krishna Duvarakanath, S. Murali, K. Amrita School Of Computing Amrita Vishwa Vidyapeetham Department Of Computer Science And Engineering Bengaluru India Amrita School Of Engineering Amrita Vishwa Vidyapeetham Department Of Mathematics Bengaluru India
The proposed study realizes a novel quantum machine learning (QML) architecture that allows heuristic function evaluation and can actually perform quantum circuits during massive data processing. The Quantum-Circuit f... 详细信息
来源: 评论
Revolutionizing Finance: Unleashing machine learning's Potential for a New Financial Era
Revolutionizing Finance: Unleashing Machine Learning's Poten...
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2024 international conference on Advances in computing Research on science Engineering and Technology, ACROSET 2024
作者: Kour, Manjit Chandigarh University University School of Business Punjab Mohali India
machine learning has developed into a crucial tool for the financial industry, allowing financial organizations to enhance their processes and offerings. This paper gives a general overview of machine learning's u... 详细信息
来源: 评论