Environment data processing for a data centre (2)

Environment data processing for a data centre (2)

This final year project focuses on advancing the efficiency of data centre operations through the utilization of wireless sensor data. The project aims to explore the relationships between cooling system operation, server workloads, and the thermal environment within the data centre. The primary obj...

Saved in:

書目詳細資料
主要作者:	Lua, Ivan Yangzhi
其他作者:	Tan Rui
格式:	Final Year Project
語言:	English
出版:	Nanyang Technological University 2024
主題:	Computer and Information Science Engineering Data centre efficiency Data analysis Energy consumption behaviour Predictive models Machine learning models Data-driven optimisation strategies
在線閱讀:	https://hdl.handle.net/10356/174987
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

相似書籍

Energy performance of data centres in Singapore
由: SUN HANSONG
出版: (2010)

Passive cooling solutions for HPC data centres
由: Mohammad Shazarul Bin Ishak
出版: (2024)

Performance enhancement of data-driven models with derived quality data and data assimilation in water resources
由: DOAN CHI DUNG
出版: (2010)

Data provenance via differential auditing
由: MU, Xin, et al.
出版: (2023)

Improved Tidal and Non-Tidal Representation of Numerical Models through Data Model Integration
由: ALAMSYAH KURNIAWAN
出版: (2014)

A tandem approach to selection of machinability data
由: Yeo, S.H., et al.
出版: (2014)

Data-driven approaches for spatio-temporal analysis: a survey of the state-of-the-arts
由: Das, Monidipa, et al.
出版: (2022)

Deep DeePC: data-enabled predictive control with low or no online optimization using deep learning
由: Zhang, Xuewen, et al.
出版: (2025)

Assessment of LNG cold energy utilization for road vehicles and data-centres cooling using liquid air
由: Ayachi, Fadhel, et al.
出版: (2019)

DATA-DRIVEN COMPUTING FOR THE STABILITY ANALYSIS AND PREDICTION OF FLUID-STRUCTURE INTERACTION
由: SANDEEP REDDY BUKKA
出版: (2020)

PREDICTION OF REVERSE OSMOSIS MEMBRANE FOULING IN THE NEWATER PLANT BY INTEGRATED MODEL BETWEEN MECHANISTIC AND DATA-DRIVEN MODELS
由: TENG YUN
出版: (2023)

A big data approach to augmenting the Huff model with road network and mobility data for store footfall prediction
由: TAN, Ming Hui, et al.
出版: (2023)

ONLINE PORTFOLIO SELECTION
由: HAN EN CHOU
出版: (2018)

Machine learning methods for data-driven microscopic traffic simulation modelling and calibration
由: Naing, Htet
出版: (2024)

Fuel-saving route planning with data-driven and learning-based approaches – A systematic solution for harbor tugs
由: WANG, Shengming, et al.
出版: (2024)

Studies on Machine Learning for Data Analytics in Business Application
由: FANG FANG
出版: (2014)

FABRIC DEFECT DETECTION WITH DATA-DRIVEN MODELS
由: ZHANG CHEN
出版: (2022)

Wind shear prediction from light detection and ranging data using machine learning methods
由: Huang, Jingyan, et al.
出版: (2022)

Variable predictive models-A new multivariate classification approach for pattern recognition applications
由: Raghuraj, R., et al.
出版: (2014)

On data-driven control theory: the state of the art and perspective
由: Hou, Z.-S., et al.
出版: (2014)

Downward approach for streamflow estimation, forecasting for small-scale to large-scale catchments: Learning from data.
由: BASNAYAKE MUDIYANSELAGE LEKHANGANI ARUNODA BASNAYAKE
出版: (2013)

Environment data processing for a data centre
由: Tan, Mei Xuan
出版: (2022)

Environment data processing for a data centre
由: Ang, Jun Xian
出版: (2023)

AUTOMATED PIPELINES FOR ENHANCED ENERGY DATA QUALITY: ANOMALY DETECTION, DATA IMPUTATION, AND GENERATIVE MODELING
由: FU CHUN
出版: (2024)

Proactive sequential resource (re)distribution for improving efficiency in urban environments
由: GHOSH, Supriyo
出版: (2017)

A model driven approach to imbalanced data learning
由: YIN HONGLI
出版: (2012)

Urban traffic prediction from mobility data using deep learning
由: Liu, Zhidan, et al.
出版: (2020)

Elastic buildings: Calibrated district-scale simulation of occupant-flexible campus operation for hybrid work optimization
由: Mosteiro-Romero, M, et al.
出版: (2023)

Data-driven memory management for stream join
由: Wu, J., et al.
出版: (2013)

Generalized multidimensional data mapping and query processing
由: Zhang, R., et al.
出版: (2013)

The Building Data Genome Project: An open, public data set from non-residential building electrical meters
由: Miller, Clayton, et al.
出版: (2021)

Applying support vector machines to predict building energy consumption in tropical region
由: Dong, B., et al.
出版: (2014)

Hybrid physics-data-driven online modelling: framework, methodology and application to electric vehicles
由: Chen, Hao, et al.
出版: (2023)

Data-driven rental price analysis
由: Tey, Kai Seong
出版: (2024)

Energizing sustainable transport: a data-driven approach to estimating state-of-charge in electric vehicle batteries
由: Zhou, Yuhang
出版: (2025)

Data-driven modeling of transportation systems and traffic data analysis during a major power outage in the Netherlands
由: Melnikov, Valentin R., et al.
出版: (2018)

FROM RAW DATA TO PROCESSABLE INFORMATIVE DATA: TRAINING DATA MANAGEMENT FOR BIG DATA ANALYTICS
由: GAO JINYANG
出版: (2017)

SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods
由: Roth, Jonathan, et al.
出版: (2021)

Modeling error PDF shape based data-driven model for batch processes
由: Jia, L., et al.
出版: (2014)

A data-driven Dynamic Emulation Modelling approach for the management of large, distributed water resources systems
由: Castelletti, A., et al.
出版: (2016)