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Dynamic Control of a Queue with Adjustable Service Rate

Jennifer M. George, J. Michael Harrison
2001 Operations Research  
The queue length evolves as a birth-and-death process with constant arrival rate λ = 1 and with state-dependent service rates µ n that can be chosen from a fixed subset A of [0, ∞).  ...  We consider a single-server queue with Poisson arrivals, where holding costs are continuously incurred as a non-decreasing function of the queue length.  ...  As is customary, we use the term "queue holding cost = h n n = number of jobs in system Choose service rate µ n for each state n cost of effort = c(µ n ) Figure 1 : A Queueing System with Adjustable Service  ... 
doi:10.1287/opre.49.5.720.10605 fatcat:a4b4hxaxjjc2xae3kcuts43hkq

Timing Performance Control in Web Server Systems Utilizing Server Internal State Information

Xue Liu, R. Zheng, Jin Heo, Qixin Wang, Lui Sha
2005 Joint International Conference on Autonomic and Autonomous Systems and International Conference on Networking and Services - (icas-isns'05)  
How to effectively allocate system resource to meet the Service Level Agreement (SLA) of Web servers is a challenging problem.  ...  We devise a novel delay regulation technique called Queue Length Model Based Feedback Control utilizing server internal state information to reduce response time variance in presence of bursty traffic.  ...  First, we introduce a new Queue Length Model Based Predictor with an additional feedback term, i.e., the queue length measurements of server in the prediction of service rate allocation µ q .  ... 
doi:10.1109/icas-icns.2005.89 dblp:conf/icas/LiuZHWS05 fatcat:p7zhka4tgfe7hbtkd77iugim7a

Traffic Scheduling Strategy of Power Communication Network Based on SDN

Xiang Min, Zhang Jin Jin, Rao Hua Yang, Ma Rui Heng, Chen Meng Xin
2020 Computer Engineering and Applications Journal  
Then, in order to alleviate congestion, queue bandwidth is adjusted according to network state information, which can be collected by the centralized control of SDN.  ...  Due to the complicated structure, power communication network is difficult to guarantee the quality of service (QoS) of power services.  ...  ACKNOWLEDGEMENTS This research is supported by the project of science and technology of state grid corporation of China (No.52010118000Q).  ... 
doi:10.18495/comengapp.v9i1.324 fatcat:kwqthytkuvdkvnrryfk3vthvfu

Using Machine Learning to Provide Reliable Differentiated Services for IoT in SDN-Like Publish/Subscribe Middleware

Yulong Shi, Yang Zhang, Hans-Arno Jacobsen, Lulu Tang, Geoffrey Elliott, Guanqun Zhang, Xiwei Chen, Junliang Chen
2019 Sensors  
Finally, we propose a reliable differentiated services guarantee mechanism according to the queuing delay and the programmability of SDN to improve QoS, namely, a two-layer queue management mechanism.  ...  Then we present a machine learning method using the eXtreme Gradient Boosting (XGBoost) model to solve the difficult issue of getting the queuing delay of switches accurately.  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s19061449 fatcat:j4h33ge4inc3lpbh4pgalb2rri

Comparison Analysis of proposed DPPH Protocol for Wireless Body Area Network

Madhumita Kathuria, Sapna Gambhir
2016 International Journal of Computer Applications  
A number of existing protocols for this have been proposed in the past few years. This paper compares them with the proposed Dynamic Priority based Packet Handling (DPPH) protocol.  ...  In this paper, a survey of existing projects is done to identify all the issues related to the healthcare system.  ...  (ICN), and Optimized Rate Adjustment (ORA).  ... 
doi:10.5120/ijca2016910458 fatcat:2m3ley5wnjckbezskp7423dv2m

Advances in internet congestion control

Seungwan Ryu, Christopher Rump, Chunming Qiao
2003 IEEE Communications Surveys and Tutorials  
of queue length dynamics.  ...  ABSTRACT In this survey, we first review the concept of congestion control with a focus on the Transmission Control Protocol/Internet Protocol (TCP/IP).  ...  Then, MCFC adjusts the source rate to equalize marginal utility with the marginal cost of the path.  ... 
doi:10.1109/comst.2003.5342228 fatcat:exp7fdhrkjcgzedqq3grbzesky

Adaptive scheduling for wireless video transmission in high-speed networks

Zheng Wan, Naixue Xiong, Nasir Ghani, Min Peng, Athanasios V. Vasilakos, Liang Zhou
2011 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)  
Finally, each parameter of DFAA is equipped with a fuzzy logic controller which can produce appropriate adjustment to reply quickly to the variation of video data rate, coding structure and network load  ...  Secondly, a dynamic frame assignment algorithm (DFAA) is proposed to guarantee the transmission of high priority frames efficiently, with the constraint of limited bandwidth.  ...  The FL controller takes statistical information within a time cycle (such as loss rates of video frames with different priorities) and queue length as inputs to determine quantitative adjustment of DFAA  ... 
doi:10.1109/infcomw.2011.5928803 fatcat:6fzmcjebb5hlpmabexwkanyr6e

Congestion Control Protocol for Wireless Sensor Networks Handling Prioritized Heterogeneous Traffic

Muhammad Mostafa Monowar, Md. Obaidur Rahman, Al-Sakib Khan Pathan, Choong Seon Hong
2008 Proceedings of the 5th International ICST Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services  
It also guarantees efficient link utilization by using dynamic transmission rate adjustment.  ...  Our protocol uses intra-queue and inter-queue priorities for ensuring feasible transmission rates of heterogeneous data.  ...  The output rate of a node is controlled by adjusting the scheduling rate, i sch R .  ... 
doi:10.4108/icst.mobiquitous2008.3829 dblp:conf/mobiquitous/MonowarRPH08 fatcat:ge2ghblq2veork2ppmcarvquc4

Dynamic Core Provisioning for Quantitative Differentiated Services

R.R.-F. Liao, A.T. Campbell
2004 IEEE/ACM Transactions on Networking  
and by automatically adjusting the service weights of weighted fair queueing schedulers at core routers.  ...  The node provisioning algorithm prevents transient violations of service level agreements by predicting the onset of service level violations based on a multi-class virtual queue measurement technique,  ...  ACKNOWLEDGMENTS This work is funded in part by a grant from the Intel Corporation for "Signaling Engine for Programmable IXA Networks".  ... 
doi:10.1109/tnet.2004.826292 fatcat:bup7ebuydrftbinjhxctzenpru

Demand response control for PHEV charging stations by dynamic price adjustments

Daehyun Ban, George Michailidis, Michael Devetsikiotis
2012 2012 IEEE PES Innovative Smart Grid Technologies (ISGT)  
Our analysis is based on a multi-queue system, used as a model of charging stations whose dynamics we investigate.  ...  ., the behavior of customers) are controlled. We proceed with our investigation in two steps: In the first step, we consider the PHEV allocation problem.  ...  Under these conditions, each queue in the system is a M/M/1 queue and it is enough to analyze their queue dynamics through input and output rates.  ... 
doi:10.1109/isgt.2012.6175601 dblp:conf/isgt/BanMD12 fatcat:xdzmees3grd2hgnx2jznym6ucm

Congestion Control Protocol for Wireless Sensor Networks Handling Prioritized Heterogeneous Traffic [article]

Muhammad Mostafa Monowar, Md. Obaidur Rahman, Al-Sakib Khan Pathan,, Choong Seon Hong
2008 arXiv   pre-print
It also guarantees efficient link utilization by using dynamic transmission rate adjustment.  ...  Our protocol uses intra-queue and inter-queue priorities for ensuring feasible transmission rates of heterogeneous data.  ...  The output rate of a node is controlled by adjusting the scheduling rate, i sch R .  ... 
arXiv:0812.2288v1 fatcat:ovtnvgpyljgbnculd4eudhzkv4

BDCC: Backpressure routing and dynamic prioritization for congestion control in WMSNs

Akbar MAJIDI, Hamid MIRVAZIRI
2014 International Journal of Computer Network and Information Security  
Collision is a symptom of congestion in the wireless channel and can result in a time-variant channel capacity.  ...  If there is two or more data with the same condition in the backpressure routing, we use service differentiation to prioritize packets.  ...  Each node sees its own queue backlog and its neighbor's queue backlog and adjusts its own rate and select routes based on queue backlog of its neighbors [4] , [5] . A.  ... 
doi:10.5815/ijcnis.2014.05.04 fatcat:ppchqht4u5eednfxbs4gzlorie

Satisfying QoS Requirements in NGN Networks Using a Dynamic Adaptive Queuing Delay Control Method

Cherif Ghazel, Leila Saïdane
2015 Procedia Computer Science  
One of the most important key features of NGN is Quality of Service (QoS), which has been a focal point of NGN research, development and standardization.  ...  Simulation results are generated to evaluate the performance of the proposed method in terms of supporting the QoS and improving the network scalability based on queuing delay control and adjustment.  ...  This imposed queue length limit may be considered as a threshold installed in the queue and used for controlling and adjusting the required average queuing delay for real time services.  ... 
doi:10.1016/j.procs.2015.07.203 fatcat:6wjcrbhmqbhobitbzcx3477bii

Congestion Control Approaches Applied to Wireless Sensor Networks: A Survey

S. Shams Shamsabad Farahani
2018 Journal of electrical and computer engineering innovations  
These limitations necessitate an effective data transport control in WSNs considering quality of service, energy efficiency, and congestion control.  ...  Due to the dominant role of WSNs, more efficient congestion control algorithms are needed. Results: In this paper, a comprehensive review of different congestion control schemes in WSNs is provided.  ...  Acknowledgement The author gratefully acknowledges the financial and other support of this research, provided by the Islamic Azad university Islamshahr branch, Islamshahr, Iran.  ... 
doi:10.22061/jecei.2019.5093.188 doaj:d510eeffd25d44c9b0bc925999fa7346 fatcat:35j3bupvlrda5fguadwgd7irkq

Congestion control for wireless sensor networks: A survey

Hu Yuan, Niu Yugang, Gan Fenghao
2014 The 26th Chinese Control and Decision Conference (2014 CCDC)  
These limitations necessitate an effective data transport control in WSNs considering quality of service, energy efficiency, and congestion control.  ...  Due to the dominant role of WSNs, more efficient congestion control algorithms are needed. In this paper, a comprehensive review of different congestion control schemes in WSNs is provided.  ...  It controls congestion by measuring the average sending rate of packets, dividing the rate among the downstream nodes, adjusting the rate in case of queue overflow, comparing the rate with the sending  ... 
doi:10.1109/ccdc.2014.6853042 fatcat:bnuxzouu7nay7epmk2bokb4sui
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