Research advances on AI-powered thermal management for data centers

H Liu, AS Aljbri, J Song, J Jiang… - Tsinghua Science and …, 2021 - ieeexplore.ieee.org
Given the complex nature of data centers' thermal management, which costs too many
resources, processing time, and energy consumption, thermal awareness and thermal …

[HTML][HTML] Sustainable energy data centres: A holistic conceptual framework for design and operations

T Murino, R Monaco, PS Nielsen, X Liu, G Esposito… - Energies, 2023 - mdpi.com
Data Centres serve as the foundation for digital technologies in the energy sector, enabling
advanced analytics, optimization, and automation. However, their rapid growth can exert a …

When the metaverse meets carbon neutrality: ongoing efforts and directions

F Liu, Q Pei, S Chen, Y Yuan, L Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
The metaverse has recently gained increasing attention from the public. It builds up a virtual
world where we can live as a new role regardless of the role we play in the physical world …

Combining looped heat pipe and thermoelectric generator module to pursue data center servers with possible power usage effectiveness less than 1

H Zhou, T Tian, X Wang, J Li - Applied Energy, 2023 - Elsevier
With the rapid increase in the power consumption of global data centers, it is becoming more
and more important to reduce the power usage effectiveness (PUE) value, which is a key …

CoolEdge: hotspot-relievable warm water cooling for energy-efficient edge datacenters

Q Pei, S Chen, Q Zhang, X Zhu, F Liu, Z Jia… - Proceedings of the 27th …, 2022 - dl.acm.org
As the computing frontier drifts to the edge, edge datacenters play a crucial role in
supporting various real-time applications. Different from cloud datacenters, the requirements …

CoolDC: A Cost-Effective Immersion-Cooled Datacenter with Workload-Aware Temperature Scaling

D Min, I Byun, G Lee, J Kim - ACM Transactions on Architecture and …, 2024 - dl.acm.org
For datacenter architects, it is the most important goal to minimize the datacenter's total cost
of ownership for the target performance (ie, TCO/performance). As the major component of a …

Heat wave resilient systems architecture for underwater data centers

AA Periola, AA Alonge, KA Ogudo - Scientific Reports, 2022 - nature.com
The need to design computing platforms with low water footprint and enhanced energy
efficiency makes non-terrestrial computing platforms attractive. Large scale computing …

Experimental demonstration of STT-MRAM-based nonvolatile instantly on/off system for IoT applications: Case studies

Y Li, W Kang, K Zhou, K Qiu, W Zhao - ACM Transactions on Embedded …, 2023 - dl.acm.org
Energy consumption has been a big challenge for electronic devices, particularly for battery-
powered Internet of Things (IoT) equipment. To address such a challenge, on the one hand …

WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices

X Hou, X Tang, J Liu, C Li, L Liang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The wide adoption of edge AI has heightened the demand for various battery-less and
maintenance-free smart systems. Nevertheless, emerging Artificial Intelligence of Things …

A holistic energy-aware and probabilistic determined vmp strategy for heterogeneous data centers

H Feng, T Zhou, Y Deng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The expansion of data centers, driven by the continuous development of network services,
has led to a significant issue of high energy consumption. Due to the real-time interaction …