Improving data center efficiency through holistic scheduling in kubernetes
Data centers are the infrastructure that underpins modern distributed service-oriented
systems. They are complex systems-of-systems, with many interacting elements, that …
systems. They are complex systems-of-systems, with many interacting elements, that …
[HTML][HTML] Evolving High-Performance Computing Data Centers with Kubernetes, Performance Analysis, and Dynamic Workload Placement Based on Machine Learning …
V Dakić, M Kovač, J Slovinac - Electronics, 2024 - mdpi.com
In the past twenty years, the IT industry has moved away from using physical servers for
workload management to workloads consolidated via virtualization and, in the next iteration …
workload management to workloads consolidated via virtualization and, in the next iteration …
A reference architecture for datacenter scheduling: design, validation, and experiments
G Andreadis, L Versluis… - … Conference for High …, 2018 - ieeexplore.ieee.org
Datacenters act as cloud-infrastructure to stakeholders across industry, government, and
academia. To meet growing demand yet operate efficiently, datacenter operators employ …
academia. To meet growing demand yet operate efficiently, datacenter operators employ …
Energy aware dynamic provisioning for heterogeneous data centers
V Villebonnet, G Da Costa, L Lefèvre… - … architecture and high …, 2016 - ieeexplore.ieee.org
The huge amount of energy consumed by data centers represents a limiting factor in their
operation. Many of these infrastructures are over-provisioned, thus a significant portion of …
operation. Many of these infrastructures are over-provisioned, thus a significant portion of …
Understanding and optimizing workloads for unified resource management in large cloud platforms
To fully utilize computing resources, cloud providers such as Google and Alibaba choose to
co-locate online services with batch processing applications in their data centers. By …
co-locate online services with batch processing applications in their data centers. By …
Energy-aware scheduling for infrastructure clouds
T Knauth, C Fetzer - 4th IEEE International Conference on …, 2012 - ieeexplore.ieee.org
More and more data centers are built, consuming ever more kilo watts of energy. Over the
years, energy has become a dominant cost factor for data center operators. Utilizing low …
years, energy has become a dominant cost factor for data center operators. Utilizing low …
Performance-centric scheduling with task migration for a heterogeneous compute node in the data center
The use of heterogeneous computing resources, such as Graphic Processing Units or other
specialized coprocessors, has become widespread in recent years because of their …
specialized coprocessors, has become widespread in recent years because of their …
Energy-efficient management of data center resources for cloud computing: a vision, architectural elements, and open challenges
Cloud computing is offering utility-oriented IT services to users worldwide. Based on a pay-
as-you-go model, it enables hosting of pervasive applications from consumer, scientific, and …
as-you-go model, it enables hosting of pervasive applications from consumer, scientific, and …
Energy-efficient management of data centers using a renewable-aware scheduler
Leveraging on-site renewable sources like solar and wind provides ample opportunities on
developing environmental friendly and energy-efficient data centers. Evidence shows that …
developing environmental friendly and energy-efficient data centers. Evidence shows that …
Tableau: A high-throughput and predictable vm scheduler for high-density workloads
In the increasingly competitive public-cloud marketplace, improving the efficiency of data
centers is a major concern. One way to improve efficiency is to consolidate as many VMs …
centers is a major concern. One way to improve efficiency is to consolidate as many VMs …