A taxonomy and survey of energy-efficient data centers and cloud computing systems

A Beloglazov, R Buyya, YC Lee, A Zomaya - Advances in computers, 2011 - Elsevier
Traditionally, the development of computing systems has been focused on performance
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

RW Ahmad, A Gani, SHA Hamid, M Shiraz… - Journal of network and …, 2015 - Elsevier
Abstract Modern Cloud Data Centers exploit virtualization for efficient resource management
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

Y Gan, Y Zhang, D Cheng, A Shetty, P Rathi… - Proceedings of the …, 2019 - dl.acm.org
Cloud services have recently started undergoing a major shift from monolithic applications,
to graphs of hundreds or thousands of loosely-coupled microservices. Microservices …

Quasar: Resource-efficient and qos-aware cluster management

C Delimitrou, C Kozyrakis - ACM Sigplan Notices, 2014 - dl.acm.org
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 …

Paragon: QoS-aware scheduling for heterogeneous datacenters

C Delimitrou, C Kozyrakis - ACM SIGPLAN Notices, 2013 - dl.acm.org
Large-scale datacenters (DCs) host tens of thousands of diverse applications each day.
However, interference between colocated workloads and the difficulty to match applications …

Sinan: ML-based and QoS-aware resource management for cloud microservices

Y Zhang, W Hua, Z Zhou, GE Suh… - Proceedings of the 26th …, 2021 - dl.acm.org
Cloud applications are increasingly shifting from large monolithic services, to large numbers
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 …

Power and performance management of virtualized computing environments via lookahead control

D Kusic, JO Kephart, JE Hanson, N Kandasamy… - Cluster computing, 2009 - Springer
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 …

Sage: practical and scalable ML-driven performance debugging in microservices

Y Gan, M Liang, S Dev, D Lo, C Delimitrou - Proceedings of the 26th …, 2021 - dl.acm.org
Cloud applications are increasingly shifting from large monolithic services to complex
graphs of loosely-coupled microservices. Despite the advantages of modularity and …

Q-clouds: managing performance interference effects for qos-aware clouds

R Nathuji, A Kansal, A Ghaffarkhah - … of the 5th European conference on …, 2010 - dl.acm.org
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 …