A survey of resource management in multi-tier web applications

D Huang, B He, C Miao - IEEE Communications Surveys & …, 2014 - ieeexplore.ieee.org
Web applications are mostly designed with multiple tiers for flexibility and software
reusability. It is difficult to model the behavior of multi-tier Web applications due to the fact …

Aroma: Automated resource allocation and configuration of mapreduce environment in the cloud

P Lama, X Zhou - Proceedings of the 9th international conference on …, 2012 - dl.acm.org
Distributed data processing framework MapReduce is increasingly deployed in Clouds to
leverage the pay-per-usage cloud computing model. Popular Hadoop MapReduce …

QoS guarantees and service differentiation for dynamic cloud applications

J Rao, Y Wei, J Gong, CZ Xu - IEEE Transactions on Network …, 2012 - ieeexplore.ieee.org
Cloud elasticity allows dynamic resource provisioning in concert with actual application
demands. Feedback control approaches have been applied with success to resource …

A hierarchical control framework of load balancing and resource allocation of cloud computing services

N Leontiou, D Dechouniotis, S Denazis… - Computers & Electrical …, 2018 - Elsevier
Abstract Service providers must guarantee Quality of Service (QoS) requirements of the co-
hosted applications in a data center and simultaneously achieve optimal utilization of their …

iMeter: An integrated VM power model based on performance profiling

H Yang, Q Zhao, Z Luan, D Qian - Future Generation Computer Systems, 2014 - Elsevier
The unprecedented burst in power consumption encountered by contemporary datacenters
continually boosts the development of energy efficient techniques from both hardware and …

Autonomic workload and resources management of cloud computing services

F Fargo, C Tunc, Y Al-Nashif, A Akoglu… - … conference on cloud …, 2014 - ieeexplore.ieee.org
The power consumption of data centers and cloud systems have increased almost three
times between 2007 and 2012. Over-provisioning techniques are typically used for meeting …

NINEPIN: Non-invasive and energy efficient performance isolation in virtualized servers

P Lama, X Zhou - … on Dependable Systems and Networks (DSN …, 2012 - ieeexplore.ieee.org
A virtualized data center faces important but challenging issue of performance isolation
among heterogeneous customer applications. Performance interference resulting from the …

FC2Q: exploiting fuzzy control in server consolidation for cloud applications with SLA constraints

C Anglano, M Canonico… - … and Computation: Practice …, 2015 - Wiley Online Library
Modern cloud data centers rely on server consolidation (the allocation of several virtual
machines on the same physical host) to minimize their costs. Choosing the right …

Automated and agile server parameter tuning with learning and control

Y Guo, P Lama, X Zhou - 2012 IEEE 26th International Parallel …, 2012 - ieeexplore.ieee.org
Server parameter tuning in virtualized data centers is crucial to performance and availability
of hosted Internet applications. It is challenging due to high dynamics and burstiness of …

Autonomic performance and power control for co-located web applications on virtualized servers

P Lama, Y Guo, X Zhou - 2013 IEEE/ACM 21st International …, 2013 - ieeexplore.ieee.org
In a data center, various components of Web applications co-located on virtualized servers
exhibit complex time-varying interactions and interference. It has a significant impact on the …