NDLI: Multi-tier Service Differentiation: Coordinated Resource Provisioning and Admission Control

Content Provider	IEEE Xplore Digital Library
Author	Muppala, S. Xiaobo Zhou Guihai Chen
Copyright Year	2012
Abstract	Multiple Internet applications are often hosted in one datacenter and share underlying virtualized server resources. It is important but challenging to provide differentiated treatment to co-hosted applications and improve overall performance with efficient use of limited resources. We propose a coordinated self-adaptive resource management and admission control for multi-tier Internet service differentiation and performance improvement in a shared virtualized platform. We develop reinforcement learning based approaches for virtual machine (VM) auto-configuration and session based admission control. VM auto-configuration simultaneously provisions proportional service differentiation between co-located applications and improves application response time. Admission control improves session throughput of the applications, minimizing resource wastage due to aborted sessions. A shared reward actualizes coordination between the two learning modules. For system agility and scalability, we integrate reinforcement learning with cascade neural networks. We implement the integrated approach in a virtualized blade server system hosting multi-tier RUBiS applications. Experimental results demonstrate that the approach accurately meets differentiation targets and achieves performance improvement of applications. Our approach reacts to dynamic bursty workloads in agile and scalable manner.
Starting Page	69
Ending Page	76
File Size	464911
Page Count	8
File Format	PDF
ISBN	9781467345651
ISSN	15219097
e-ISBN	9780769549033
DOI	10.1109/ICPADS.2012.20
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-12-17
Publisher Place	Singapore
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Admission control Learning Time factors Neural networks Servers Throughput Internet Admission Control Service Differentiation multi-tier Internet applications Virtualized Environment Resource Provisioning
Content Type	Text
Resource Type	Article
Subject	Hardware and Architecture

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Multi-tier Service Differentiation: Coordinated Resource Provisioning and Admission Control

A resource management framework for multi-tier service delivery in autonomic virtualized environments

CoSAC: Coordinated Session-Based Admission Control for Multi-Tier Internet Applications

A study on resource provisioning of multi-tier web applications in cloud computing

Coordinated session-based admission control with statistical learning for multi-tier internet applications.

Joint resource provisioning and admission control in wireless virtualized networks

Economical and Robust Provisioning of N-Tier Cloud Workloads: A Multi-level Control Approach

CoSAC: Coordinated Session-based Admission Control for Multi-tier Internet Applications

A Dynamic Provisioning Framework for Multi-tier Internet Applications in Virtualized Data Center

Multi-tier Service Differentiation: Coordinated Resource Provisioning and Admission Control

Similar Documents

Multi-tier Service Differentiation: Coordinated Resource Provisioning and Admission Control

A resource management framework for multi-tier service delivery in autonomic virtualized environments

CoSAC: Coordinated Session-Based Admission Control for Multi-Tier Internet Applications

A study on resource provisioning of multi-tier web applications in cloud computing

Coordinated session-based admission control with statistical learning for multi-tier internet applications.

Joint resource provisioning and admission control in wireless virtualized networks

Economical and Robust Provisioning of N-Tier Cloud Workloads: A Multi-level Control Approach

CoSAC: Coordinated Session-based Admission Control for Multi-tier Internet Applications

A Dynamic Provisioning Framework for Multi-tier Internet Applications in Virtualized Data Center

Multi-tier Service Differentiation: Coordinated Resource Provisioning and Admission Control