Optimizing energy consumption for data centers

H Rong, H Zhang, S **ao, C Li, C Hu - Renewable and Sustainable Energy …, 2016 - Elsevier
Big data applications have become increasingly popular with the appearance of cloud
computing and green computing. Therefore, internet service providers (ISPs) need to build …

Resource management for Infrastructure as a Service (IaaS) in cloud computing: A survey

SS Manvi, GK Shyam - Journal of network and computer applications, 2014 - Elsevier
The cloud phenomenon is quickly becoming an important service in Internet computing.
Infrastructure as a Service (IaaS) in cloud computing is one of the most significant and …

Characterizing microservice dependency and performance: Alibaba trace analysis

S Luo, H Xu, C Lu, K Ye, G Xu, L Zhang… - Proceedings of the …, 2021 - dl.acm.org
Loosely-coupled and light-weight microservices running in containers are replacing
monolithic applications gradually. Understanding the characteristics of microservices is …

Pocket: Elastic ephemeral storage for serverless analytics

A Klimovic, Y Wang, P Stuedi, A Trivedi… - … USENIX Symposium on …, 2018 - usenix.org
Serverless computing is becoming increasingly popular, enabling users to quickly launch
thousands of shortlived tasks in the cloud with high elasticity and fine-grain billing. These …

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 …

Resource management in clouds: Survey and research challenges

B Jennings, R Stadler - Journal of Network and Systems Management, 2015 - Springer
Resource management in a cloud environment is a hard problem, due to: the scale of
modern data centers; the heterogeneity of resource types and their interdependencies; the …

Cloudscale: elastic resource scaling for multi-tenant cloud systems

Z Shen, S Subbiah, X Gu, J Wilkes - … of the 2nd ACM Symposium on …, 2011 - dl.acm.org
Elastic resource scaling lets cloud systems meet application service level objectives (SLOs)
with minimum resource provisioning costs. In this paper, we present CloudScale, a system …

The mystery machine: End-to-end performance analysis of large-scale internet services

M Chow, D Meisner, J Flinn, D Peek… - 11th USENIX Symposium …, 2014 - usenix.org
Current debugging and optimization methods scale poorly to deal with the complexity of
modern Internet services, in which a single request triggers parallel execution of numerous …

pMapper: power and migration cost aware application placement in virtualized systems

A Verma, P Ahuja, A Neogi - … on distributed systems platforms and open …, 2008 - Springer
Workload placement on servers has been traditionally driven by mainly performance
objectives. In this work, we investigate the design, implementation, and evaluation of a …

[PDF][PDF] Black-box and Gray-box Strategies for Virtual Machine Migration.

T Wood, PJ Shenoy, A Venkataramani, MS Yousif - NSDI, 2007 - usenix.org
Virtualization can provide significant benefits in data centers by enabling virtual machine
migration to eliminate hotspots. We present Sandpiper, a system that automates the task of …