Title
Quantifying QoS requirements of network services: a cheat-proof framework
Abstract
Despite all the efforts devoted to improving the QoS of networked multimedia services, the baseline for such improvements has yet to be defined. In other words, although it is well recognized that better network conditions generally yield better service quality, the exact minimum level of network QoS required to ensure satisfactory user experience remains an open question. In this paper, we propose a general, cheat-proof framework that enables researchers to systematically quantify the minimum QoS needs for real-time networked multimedia services. Our framework has two major features: 1) it measures the quality of a service that users find intolerable by intuitive responses and therefore reduces the burden on experiment participants; and 2) it is cheat-proof because it supports systematic verification of the participants' inputs. Via a pilot study involving 38 participants, we verify the efficacy of our framework by proving that even inexperienced participants can easily produce consistent judgments. In addition, by cross-application and cross-service comparative analysis, we demonstrate the usefulness of the derived QoS thresholds. Such knowledge will serve important reference in the evaluation of competitive applications, application recommendation, network planning, and resource arbitration.
Year
DOI
Venue
2011
10.1145/1943552.1943563
MMSys
Keywords
Field
DocType
network planning,better network condition,network service,cheat-proof framework,exact minimum level,minimum qos,networked multimedia service,quantifying qos requirement,application recommendation,better service quality,qos threshold,real-time networked multimedia service,service quality,user experience,crowdsourcing,method of limits,psychophysics,real time,comparative analysis
Mobile QoS,User experience design,Service quality,Network planning and design,Crowdsourcing,Computer science,Quality of service,Computer network,Quality of experience,Arbitration
Conference
Citations 
PageRank 
References 
4
0.77
15
Authors
4
Name
Order
Citations
PageRank
Kuan-Ta Chen11896136.86
Chen-Chi Wu223817.12
Yu-Chun Chang344825.55
Chin-Laung Lei41686201.07