Adaptive scheduling of web transactions

Shenoda Guirguis, Mohamed A. Sharaf, Panos K. Chrysanthis, Alexandros Labrinidis, Kirk Pruhs

Research output: Chapter in Book/Report/Conference proceedingConference contribution

35 Citations (Scopus)

Abstract

In highly interactive dynamic web database systems, user satisfaction determines their success. In such systems, userrequested web pages are dynamically created by executing a number of database queries or web transactions. In this paper, we model the interrelated transactions generating a web page as workflows and quantify the user satisfaction by associating dynamic web pages with soft-deadlines. Further, we model the importance of transactions in generating a page by associating different weights to transactions. Using this framework, system success is measured in terms of minimizing the deviation from the deadline (i.e., tardiness) and also minimizing the weighted such deviation (i.e., weighted tardiness). In order to efficiently support the materialization of dynamic web pages, we propose ASETS *, which is a parameter-free adaptive scheduling algorithm that automatically adapts to, not only system load, but also transactions' characteristics (i.e., interdependencies, deadlines and weights). ASETS * prioritizes the execution of transactions with the objective of minimizing weighted tardiness. It is also capable of balancing the tradeoff between optimizing average- and worst-case performance when needed. The performance advantages of ASETS * are experimentally demonstrated.

Original languageEnglish
Title of host publicationProceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009
Pages357-368
Number of pages12
DOIs
Publication statusPublished - 2009
Externally publishedYes
Event25th IEEE International Conference on Data Engineering, ICDE 2009 - Shanghai, China
Duration: Mar 29 2009Apr 2 2009

Publication series

NameProceedings - International Conference on Data Engineering
ISSN (Print)1084-4627

Conference

Conference25th IEEE International Conference on Data Engineering, ICDE 2009
Country/TerritoryChina
CityShanghai
Period3/29/094/2/09

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Information Systems

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