NDLI: PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems

Please wait, while we are loading the content...

WattApp: an application aware power meter for shared data centers

Prototyping home automation wireless sensor networks with ASSL

Application heartbeats: a generic interface for specifying program performance and goals in autonomous computing environments

On the use of computational geometry to detect software faults at runtime

Autonomic exploration of trade-offs between power and performance in disk drives

FORMS: a formal reference model for self-adaptation

Predictable time-sharing for DryadLINQ cluster

Efficient resource provisioning in compute clouds via VM multiplexing

Stochastic approximation control of power and tardiness in a three-tier web-hosting cluster

Context-aware reconfiguration of autonomic managers in real-time control applications

A distributed control framework for performance management of virtualized computing environments

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems

Monalytics: online monitoring and analytics for managing large scale data centers

Smartlocks: lock acquisition scheduling for self-aware synchronization

Probabilistic QoS modeling for reliability/timeliness prediction in distributed content-based publish/subscribe systems over best-effort networks

Autonomic mix-aware provisioning for non-stationary data center workloads

Display power management policies in practice

CoTuner: a framework for coordinated auto-configuration of virtualized resources and appliances

Probabilistic performance modeling of virtualized resource allocation

Autonomic policy adaptation using decentralized online clustering

Automatically generating adaptive logic to balance non-functional tradeoffs during reconfiguration

Qos architectural patterns for self-architecting software systems

Utility-function-driven energy-efficient cooling in data centers

A probabilistic approach to distributed system management

Self-provisioned hybrid clouds

Thermal-aware workload scheduling for energy efficient data centers

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems

Content Provider	ACM Digital Library
Author	Chen, Haifeng Kang, Hui Jiang, Guofei
Abstract	Server virtualization is now becoming an effective means to consolidate numerous applications into a small number of machines. While such a strategy can lead to significant savings in power and hardware cost, it may complicate the fault management task due to the increasing scalability and complexity in the virtualized environment. In this paper, we propose PeerWatch, a fault detection and diagnosis tool specially designed for virtualized consolidation systems. Based on the observation that each application usually reveals itself in multiple instances in the virtualized data center, PeerWatch introduces a statistical technique, canonical correlation analysis (CCA), to extract the correlated characteristics between multiple application instances. The extracted correlations are utilized to examine the status of each application instance. If some correlations drop significantly during the operation, PeerWatch regards that the system is in faulty situation and produces alarms. PeerWatch is robust to system dynamics, compared to traditional fault detection techniques and thus can avoid a lot of false alarms. Once the fault has been detected, PeerWatch proposes a diagnosis process that also takes advantage of the multiple instances feature in the virtualized systems. The diagnosis combines the spatial and temporal analysis on the measurement data across multiple instances before and after the failure. As a result, PeerWatch can obtain much accurate clues about the fault root cause. Experimental results in our virtualized testbed system have demonstrated the effectiveness of the proposed detection and diagnosis tool.
Starting Page	119
Ending Page	128
Page Count	10
File Format	PDF
ISBN	9781450300742
DOI	10.1145/1809049.1809070
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2010-06-07
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Fault diagnosis Fault detection Data center Virtualization Canonical correlation analysis
Content Type	Text
Resource Type	Article

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

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems (2010)

A benchmark of Canonical Variate Analysis for fault detection and diagnosis

Performance Optimization of a Data Center Using Virtualization Technology: A Case Study Utilizing DEMATEL Method

Studying and Analyzing Virtualization While Transition from Classical to Virtualized Data Center

Optimizing a virtualized data center

Data-Driven Design for static Model-Based fault diagnosis

Automated control of multiple virtualized resources

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

Two-tier policy-based consolidation control for workload with soft deadline constrain in virtualized data center

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems

Similar Documents

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems (2010)

A benchmark of Canonical Variate Analysis for fault detection and diagnosis

Performance Optimization of a Data Center Using Virtualization Technology: A Case Study Utilizing DEMATEL Method

Studying and Analyzing Virtualization While Transition from Classical to Virtualized Data Center

Optimizing a virtualized data center

Data-Driven Design for static Model-Based fault diagnosis

Automated control of multiple virtualized resources

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

Two-tier policy-based consolidation control for workload with soft deadline constrain in virtualized data center

PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems