[HTML][HTML] Retrofitting of an air-cooled data center for energy efficiency
Small-scale data centers suffering from low cooling efficiency consume an intense power for
reliable operation of IT equipment. In this study, thermal distribution in an air-cooled data …
reliable operation of IT equipment. In this study, thermal distribution in an air-cooled data …
Energy, exergy and computing efficiency based data center workload and cooling management
The rapidly rising computing workloads in data centers (DCs) have necessitated new
approaches to ensure effective performance and resilience that minimize the associated …
approaches to ensure effective performance and resilience that minimize the associated …
Joint data center cooling and workload management: A thermal-aware approach
SM MirhoseiniNejad, H Moazamigoodarzi… - Future Generation …, 2020 - Elsevier
Abstract Information technology (IT) equipment and cooling infrastructure are key
contributors to the total energy expenditure in a data center. There is typically significant …
contributors to the total energy expenditure in a data center. There is typically significant …
Holistic thermal-aware workload management and infrastructure control for heterogeneous data centers using machine learning
Two key contributors to the energy expenditure in data centers are information technology
(IT) equipment and cooling infrastructures. The standard practice of data centers lacks a tight …
(IT) equipment and cooling infrastructures. The standard practice of data centers lacks a tight …
Workload management for air-cooled data centers: An energy and exergy based approach
R Gupta, H Moazamigoodarzi, SM MirhoseiniNejad… - Energy, 2020 - Elsevier
The energy required to cool an air-cooled data center (DC) contributes significantly to the
cost of operation, which is further exacerbated due to a poor choice of cooling architecture …
cost of operation, which is further exacerbated due to a poor choice of cooling architecture …
[HTML][HTML] Simulators for Conversing Power to Thermal on Green Data Centers: A Review
D Li, J Song, H Liu, J Jiang - Energies, 2024 - mdpi.com
This paper aims to help data center administrators choose thermal simulation tools, which
manage thermal conduction from power for energy savings. When evaluating and …
manage thermal conduction from power for energy savings. When evaluating and …
Spatial and thermal aware methods for efficient workload management in distributed data centers
Geographically distributed data centers provide facilities for users to fulfill the demand of
storage and computations, where most of the operational cost is due to electricity …
storage and computations, where most of the operational cost is due to electricity …
Real-time temperature distribution reconstruction via linear parameter-varying state-space model and Kalman filter in rack-based cooling data centers
J Wang, X Tong, C Yue, W Liu, Q Zhang, L Zeng… - Building and …, 2023 - Elsevier
Rapidly growing data centers (DCs) are facing challenges with energy consumption
increase and thermal environmental security. Thus, this paper proposed a novel real-time …
increase and thermal environmental security. Thus, this paper proposed a novel real-time …
Joint optimization of cooling parameters and workload distributions based on model predictive control for rack-based data centers
J Wang, W Deng, C Yue, W Su, X Bai - Journal of Building Engineering, 2025 - Elsevier
To satisfy the thermal environment requirements, approximately 40% of energy consumption
is used for cooling in data centers. The efficient cooling system and workload management …
is used for cooling in data centers. The efficient cooling system and workload management …
A data-driven, multi-setpoint model predictive thermal control system for data centers
This paper presents a system for jointly managing cooling units and workload assignment in
modular data centers. The system aims to minimize power consumption while respecting …
modular data centers. The system aims to minimize power consumption while respecting …