A taxonomy and survey of energy-efficient data centers and cloud computing systems
Traditionally, the development of computing systems has been focused on performance
improvements driven by the demand of applications from consumer, scientific, and business …
improvements driven by the demand of applications from consumer, scientific, and business …
A survey on virtual machine migration and server consolidation frameworks for cloud data centers
Abstract Modern Cloud Data Centers exploit virtualization for efficient resource management
to reduce cloud computational cost and energy budget. Virtualization empowered by virtual …
to reduce cloud computational cost and energy budget. Virtualization empowered by virtual …
An open-source benchmark suite for microservices and their hardware-software implications for cloud & edge systems
Cloud services have recently started undergoing a major shift from monolithic applications,
to graphs of hundreds or thousands of loosely-coupled microservices. Microservices …
to graphs of hundreds or thousands of loosely-coupled microservices. Microservices …
Quasar: Resource-efficient and qos-aware cluster management
Cloud computing promises flexibility and high performance for users and high cost-efficiency
for operators. Nevertheless, most cloud facilities operate at very low utilization, hurting both …
for operators. Nevertheless, most cloud facilities operate at very low utilization, hurting both …
Paragon: QoS-aware scheduling for heterogeneous datacenters
Large-scale datacenters (DCs) host tens of thousands of diverse applications each day.
However, interference between colocated workloads and the difficulty to match applications …
However, interference between colocated workloads and the difficulty to match applications …
Sinan: ML-based and QoS-aware resource management for cloud microservices
Cloud applications are increasingly shifting from large monolithic services, to large numbers
of loosely-coupled, specialized microservices. Despite their advantages in terms of …
of loosely-coupled, specialized microservices. Despite their advantages in terms of …
Seer: Leveraging big data to navigate the complexity of performance debugging in cloud microservices
Y Gan, Y Zhang, K Hu, D Cheng, Y He… - Proceedings of the …, 2019 - dl.acm.org
Performance unpredictability is a major roadblock towards cloud adoption, and has
performance, cost, and revenue ramifications. Predictable performance is even more critical …
performance, cost, and revenue ramifications. Predictable performance is even more critical …
Power and performance management of virtualized computing environments via lookahead control
There is growing incentive to reduce the power consumed by large-scale data centers that
host online services such as banking, retail commerce, and gaming. Virtualization is a …
host online services such as banking, retail commerce, and gaming. Virtualization is a …
Sage: practical and scalable ML-driven performance debugging in microservices
Cloud applications are increasingly shifting from large monolithic services to complex
graphs of loosely-coupled microservices. Despite the advantages of modularity and …
graphs of loosely-coupled microservices. Despite the advantages of modularity and …
Q-clouds: managing performance interference effects for qos-aware clouds
Cloud computing offers users the ability to access large pools of computational and storage
resources on demand. Multiple commercial clouds already allow businesses to replace, or …
resources on demand. Multiple commercial clouds already allow businesses to replace, or …