[HTML][HTML] Retrofitting of an air-cooled data center for energy efficiency

M Kuzay, A Dogan, S Yilmaz, O Herkiloglu… - Case Studies in Thermal …, 2022 - Elsevier
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 …

Energy, exergy and computing efficiency based data center workload and cooling management

R Gupta, S Asgari, H Moazamigoodarzi, DG Down… - Applied Energy, 2021 - Elsevier
The rapidly rising computing workloads in data centers (DCs) have necessitated new
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 …

Holistic thermal-aware workload management and infrastructure control for heterogeneous data centers using machine learning

SM MirhoseiniNejad, G Badawy, DG Down - Future Generation Computer …, 2021 - Elsevier
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 …

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 …

[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 …

Spatial and thermal aware methods for efficient workload management in distributed data centers

A Ali, Ö Özkasap - Future Generation Computer Systems, 2024 - Elsevier
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 …

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 …

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 …

A data-driven, multi-setpoint model predictive thermal control system for data centers

SM Mirhoseininejad, G Badawy, DG Down - Journal of Network and …, 2021 - Springer
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 …