WEB SERVER LATENCY REDUCTION STUDY
Fatma Mbarek
fmbarek@iis.p.lodz.plLodz University of Technology, Institute of Applied Computer Science (Poland)
Volodymyr Mosorov
Lodz University of Technology, Institute of Applied Computer Science (Poland)
Rafał Wojciechowski
Lodz University of Technology, Institute of Applied Computer Science (Poland)
Abstract
This paper investigates the characteristics of web server response delay in order to understand and analyze the optimization techniques of reducing latency. The analysis of the latency behavior for multi-process Apache HTTP server with different thread count and various workloads, was made. It was indicated, that the insufficient number of threads used by the server handling the concurrent requests of clients, is responsible for increasing latency under various loads. The problem can be solved by using a modified web server configuration allowing to reduce the response time.
Keywords:
web server, latency, threadReferences
Aaqib S. M., Sharma L.: Analysis of Delivery of Web Contents for Kernel-mode and User-mode Web Servers. International Journal of Computer Applications, 1/2011.
Google Scholar
Almeida J. M., Almeida V., Yates D. J.: Measuring the behavior of a World Wide Web server. High Performance Networking Conference, New York 1997.
Google Scholar
Apache Software Foundation 2016. Apache HTTP server version 2.4, https://httpd.apache.org/docs/2.4/mpm.html.
Google Scholar
Apache Software Foundation 2016. Apache MPM Event. Available from https://httpd.apache.org/docs/2.4/mod/event.html.
Google Scholar
Arlitt M., Williamson C.: Understanding Web server configuration issues. Software: Practice and Experience 34(2)/2004, 163–186, [DOI: 10.1002/spe.575].
Google Scholar
Aron M., Druschel P.: TCP implementation enhancements for improving Web server performance. Technical Report TR99-335, Rice University, July 1999.
Google Scholar
Banga G., Druschel P.: Measuring the capacity of a Web server under realistic loads. Baltzer Science Publishers BV, 1999, 69–83.
Google Scholar
Boyed-Wickizer S., Clements A. T., Mao Y., Pesterev A., Frans-Kaashoek M., Morris R., Zeldovich N.: An Analysis of Linux Scalability to Many Cores. OSDI'10 Proceedings of the 9th USENIX conference on Operating systems design and implementation, 2010, 1–16.
Google Scholar
Chandranmenon G. P., Varghese G.: Reducing Web Latency Using Reference Point Caching. In proceeding of IEEE INFOCOM 2001.
Google Scholar
Choi G. S., Kim J., Ersoz D., Das C. R.: A Multi-threaded Pipelined Web Server Architecture for SMP/SoC Machines. International World Wide Web Conference Committee (IW3C2), Chiba, Japan, 2005, 730–739.
Google Scholar
Dodge R., Menascé D. A.: Prefetching inlines to improve web server latency. Published in the Proc. of the Computer Measurement Group Conference, Anaheim, CA, 1998.
Google Scholar
Faber T., Touch J., Jue W.: The Time-Wait state in TCP and its Effect on Busy Servers. In Proceedings of IEEE INFOCOM ’99, March 1999.
Google Scholar
Hu Y., Nanda A., Yang Q.: Measurement, analysis, and performance improvement of the Apache Web server. The 18th IEEE International Performance, Computing, and Communications Conference (IPCCC’99), Phoenix/Scottsdale, Arizona 1999.
Google Scholar
Marshall D.: Threads: Basic Theory and Libraries. 5/1999. Available from https://www.cs.cf.ac.uk/Dave/C/node29.html.
Google Scholar
Nahum E., Barzilai T., Kandlur D.: Performance Issues in WWW Servers. IEEE/ACM Transactions on Networking Conference, 2/2002.
Google Scholar
Padmanabhan V. N., Mogul J. C.: Improving HTTP Latency. Computer Networks and ISDN Systems 12/1995, 25–35.
Google Scholar
Ruan Y., Pai V. S.: The Origins of Network Server Latency & the Myth of Connection Scheduling. SIGMETRICS/Performance’04, New York, NY, USA, 2004, [ACM 1-58113-664-1/04/0006].
Google Scholar
Savoia A.: Web Page Response Time 101. The software testing and quality engineering magazine STQE, July/August 2001, 48–53.
Google Scholar
Tanenbaum A. S.: Modern Operating Systems, 2nd Edition, Jan 25, 2002,81–100. Available from http://www.cs.vu.nl/~ast/books/mos2/sample-2.pdf.
Google Scholar
Viles C. L., French J. C.: Availability and Latency of World Wide Web Information Servers. The USENIX Association, Computing Systems 8(1)/1995, 61–91.
Google Scholar
Authors
Fatma Mbarekfmbarek@iis.p.lodz.pl
Lodz University of Technology, Institute of Applied Computer Science Poland
Authors
Volodymyr MosorovLodz University of Technology, Institute of Applied Computer Science Poland
Authors
Rafał WojciechowskiLodz University of Technology, Institute of Applied Computer Science Poland
Statistics
Abstract views: 258PDF downloads: 72
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Michał Michalski, Marcin Bąkała, Rafał Wojciechowski, MOBILE APPLICATION SUPPORTING DOPPLER ULTRASOUND EXAMINATION , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 3 (2017)
- Monika Zbrojewska, Volodymyr Mosorov, Sebastian Biedron, Taras Panskyi, HOW DO WE DEFINE CYBERCRIME? , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 2 (2016)
- Taras Panskyi, Volodymyr Mosorov, A STEP TOWARDS THE MAJORITY-BASED CLUSTERING VALIDATION DECISION FUSION METHOD , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 11 No. 2 (2021)
- Volodymyr Mosorov, Sebastian Biedron, Taras Panskyi, THE DEPENDENCE BETWEEN THE NUMBER OF ROUNDS AND IMPLEMENTED NODES IN LEACH ROUTING PROTOCOL-BASED SENSOR NETWORKS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 3 (2017)
- Volodymyr Mosorov, Taras Panskyi, Sebastian Biedron, TESTING FOR REVEALING OF DATA STRUCTURE BASED ON THE HYBRID APPROACH , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 2 (2017)
- Volodymyr Mosorov, Taras Panskyi, Sebastian Biedron, ALTERNATIVE TERMINATION CRITERION FOR K-SPECIFIED CRISP DATA CLUSTERING ALGORITHMS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 3 (2017)
- Ayoub Saoud, Volodymyr Mosorov, Krzysztof Grudzień, SWIRL FLOW ANALYSIS BASED ON ELECTRICAL CAPACITANCE TOMOGRAPHY , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 2 (2016)
- Volodymyr Mosorov, Taras Panskyi, Sebastian Biedron, MODIFIED, COMPLEMENTED TAXONOMY OF FAULTS IN FAULT-TOLERANT REAL-TIME SYSTEMS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 8 No. 2 (2018)
- Volodymyr Mosorov, Sebastian Biedron, Taras Panskyi, THE APPLICATION OF REDUNDANCY IN LEACH PROTOCOL , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 8 No. 2 (2018)
- Volodymyr Mosorov, Krzysztof Grudzień, Dominik Sankowski, FLOW VELOCITY MEASUREMENT METHODS USING ELECTRICAL CAPACITANCE TOMOGRAPHY , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 1 (2017)