Multiplicative Update Methods for Incremental Quantile Estimation
نویسندگان
چکیده
منابع مشابه
Monitoring Networked Applications With Incremental Quantile Estimation
Networked applications have software components that reside on different computers. Email, for example, has database, processing, and user interface components that can be distributed across a network and shared by users in different locations or work groups. End-to-end performance and reliability metrics describe the software quality experienced by these groups of users, taking into account al...
متن کاملRejoinder: Monitoring Networked Applications With Incremental Quantile Estimation
There are many kinds of networks, each with many types of variables and monitoring goals. Our paper addressed only one of the countless possible combinations of network and monitoring goals. We are grateful to the discussants for expanding our paper by providing insights into other network monitoring problems that present different challenges to statisticians. Denby, Landwehr and Meloche (DLM) ...
متن کاملComment: Monitoring Networked Applications With Incremental Quantile Estimation
First of all, we would like to thank the authors for their timely paper focusing on the important area of streaming data. Recently, much attention has been paid by the statistics community to the high dimensionality or massiveness of data in the information technology age. However, streaming data represent the other important feature of the IT age, the high rate of data. Both high dimensionalit...
متن کاملComment: Monitoring Networked Applications With Incremental Quantile Estimation
Monitoring networked applications is indeed a challenge, particularly so for large networks. There are many types of specific networked applications, and a range of statistical and computational issues comes up in different problems. Chambers et al. discuss the constraints and their solution for a specific business application software problem they faced. While we would like to know more about ...
متن کاملComment: Monitoring Networked Applications With Incremental Quantile Estimation
Our comments are in two parts. First, we make some observations regarding the methodology in Chambers et al. Second, we briefly describe another interesting network monitoring problem that arises in the context of assessing quality of service, such as loss rates and delay distributions, in packet-switched networks. 1. ON THE CHAMBERS ET AL.
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ژورنال
عنوان ژورنال: IEEE Transactions on Cybernetics
سال: 2019
ISSN: 2168-2267,2168-2275
DOI: 10.1109/tcyb.2017.2779140