scispace - formally typeset
Proceedings ArticleDOI

Research on dependability of cloud computing systems

Yong Pan, +1 more
- pp 435-439
TLDR
A generic definition of cloud computing system dependability, which including availability, performability, security, recoverability and so on is provided, and a novel simulating approach is proposed with well-designed framework and procedure.
Abstract
With the continuous growth of application requirements and a significant advance in the research of cloud computing systems, a large number of cloud computing systems nowadays based on different structures and virtualization technologies are still being developed. However, dependability of cloud computing system is always a critical issue for all the cloud service providers, brokers, carriers and consumers around the world. How to ensure the dependability of cloud computing systems is still not well solved by former researchers. This paper first introduces the infrastructure of a cloud computing system and its major actors. Based on the research of the running mode of a cloud computing system, main influencing factors of cloud computing dependability and its normal failure modes are given. It provides a generic definition of cloud computing system dependability, which including availability, performability, security, recoverability and so on. We also discuss some methods to establish cloud computing dependability models, such as analytic method, state space method and simulating method. In order to evaluate the validity of the cloud dependability measurement method, a novel simulating approach is proposed with well-designed framework and procedure. Through reasonable simulating and analysis, proper solutions can be promoted to find and solve the problem related to cloud computing systems dependability. Our future work will focus on an integrated software platform for cloud computing system dependability simulating and verification.

read more

Citations
More filters
Journal ArticleDOI

Reliability and high availability in cloud computing environments: a reference roadmap

TL;DR: A ‘Reference Roadmap’ of reliability and high availability in cloud computing environments was presented and a big picture was proposed which was divided into four steps specifying through four pivotal questions starting with ‘Where?’, ‘Which?‚ which?, ‘When?' and 'How?'
Journal ArticleDOI

An Architecture of IoT Service Delegation and Resource Allocation Based on Collaboration between Fog and Cloud Computing

TL;DR: The proposed architecture of IoT service delegation and resource allocation based on collaboration between fog and cloud computing and new algorithm that is decision rules of linearized decision tree based on three conditions (services size, completion time, and VMs capacity) for managing and delegating user request in order to balance workload are proposed.
Journal ArticleDOI

Highly reliable architecture using the 80/20 rule in cloud computing datacenters

TL;DR: This paper presents a highly reliable cloud architecture by leveraging the 80/20 rule (80% of cluster failures come from 20% of physical machines) to identify failure-prone physical machines by dividing each cluster into reliable and risky sub-clusters.
Journal ArticleDOI

Service reliability modeling and evaluation of active-active cloud data center based on the IT infrastructure

TL;DR: In this methodology, the queuing theory and graph theory are used to formulate the service reliability model, but the Monte Carlo simulation is used for statistical evaluation, and several parameters are identified as high-sensitive factors, which can enlighten service providers on service reliability improvement.
Proceedings ArticleDOI

Characterizing Failure and Repair Time of Servers in a Hyper-scale Data Center

TL;DR: In this paper, a publicly available data set from Google cloud-cluster data center will be analyzed to find the distribution function for the time to failure and theTime to repair for the servers in a cloud based data centers.
References
More filters
Proceedings ArticleDOI

NIST Cloud Computing Reference Architecture

TL;DR: This paper presents the first version of the NIST Cloud Computing Reference Architecture (RA), a vendor neutral conceptual model that concentrates on the role and interactions of the identified actors in the cloud computing sphere.
Book

Reliability and Availability of Cloud Computing

Eric Bauer, +1 more
TL;DR: Reliability and Availability of Cloud Computing is the guide for IS/IT staff in business, government, academia, and non-governmental organizations who are moving their applications to the cloud.
Trending Questions (2)
How can dependability be measured in research?

The paper discusses various methods to establish cloud computing dependability models, such as analytic method, state space method, and simulating method. These methods can be used to measure the dependability of cloud computing systems.

What are the key elements of dependability in research?

The paper does not provide specific information about the key elements of dependability in research.