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Design of Fair Scheduling for WLANs. Huei-Wen Ferng ( 馮輝文 ), Ph.D. Associate Professor Department of Computer Science and Information Engineering (CSIE) Nation Taiwan University of Science and Technology (NTUST) Wireless Communications and Networking Engineering (WCANE) Lab - PowerPoint PPT Presentation
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Design of Fair Scheduling for WLANs
Huei-Wen Ferng (馮輝文 ), Ph.D.
Associate ProfessorDepartment of Computer Science and Information Engineering (CSIE)Nation Taiwan University of Science and Technology (NTUST)Wireless Communications and Networking Engineering (WCANE) LabE-mail: [email protected]: http://web.ntust.edu.tw/~hwferng
Outline
Introduction Design I - DERR Design II – EDDRR-BI and E-DERR-BI Conclusions
Introduction
IEEE 802.11/IEEE 802.11ePopular wireless LAN standardsBut some drawbacks exist.
QoS guarantee Fairness
Introduction - DCF
Introduction – Enhance DCF (EDCF) or EDCA Multiple queues of different priorities is used to
take care of different QoS requirements.
Design I
Design of Distributed Elastic Round Robin (DERR)
Related Work
Distributed Fair Scheduling (DFS) adjusts backoff intervals to implement fairness.
Distributed Weighted Fair Queuing (DWFQ) adjusts contention windows to fulfill fairness.
Both DFS and DWFQ have poor performance in throughput and delay due to latent collisions although better fairness can be achieved.
Distributed Deficit Round Robin (DDRR) is designed based on Deficit Round Robin (DRR) is a distributed fair scheduling scheme. employs the concept of deficit count to achieve fairness. is a collision-free scheme. employs a mapping between deficit count and the inter frame space
(IFS)
Main Ideas of DDRR
Main Ideas
Allowance previously employed by elastic round robin (ERR) The minimum amount of data allowed to be transmitted by a
host. Allowance is adjustable and smaller than the amount of data
sent. Classification
Hosts with different QoS requirements are classified into different classes.
Weight defined according to QoS requirements
How to Define Allowance?
The excess amount:
where and are the excess amount and the total amount of transmitted frames
The allowance is then calculated using
)'(tE ji
)'()'()'(
)(,
tEttT
tEtA j
iiE
jij
i
)'()'()'( tAtFtE ji
ji
ji
)'(tF ji
i: class
j: host
Why?
is larger for a host with higher throughput and vice versa.
Thus, is proportional to the desired throughput specified by host j within class i
The excess amount during the previous transmission is deducted for the sake of fairness.
iE
ji
T
tE
,
)'(
iE
ji
T
tE
,
)'(
)'(tE ji
)'()'()'(
)(,
tEttT
tEtA j
iiE
jij
i
A Mapping Function
Constant is used to make fall within PIFS and DIFS specified by the IEEE 802.11 standard
rand is a random number which results in different values of IFS to avoid possible collisions
A host with shortest IFS gets the right to transmit frames until the total length of frames exceeds the value of allowance.
),1()()( Ej
iEj
i randtADIFStIFS
E
),1( E
)(tIFS ji
Definitions of Weights
Weight of class i is defined by
Where KE is a pre-specified constant and TE,i (in
seconds) is a time period.
iEEi TKw ,
Numerical Results and Discussions Ad hoc mode under transmission rate of 2 Mbps No RTS/CTS 8 hosts exist in the system Frame generation rate: 110 kbps data rate: 100 kbps Frame length: 1000 bytes Other parameters:
9.1 ED bits 80,10 6 QKK ED
Throughput and Delay
Throughput Delay
Fairness Index
f f f
f
f f
f
w
S
w
S
FI 2
2
)(
)(
Fairness index
The difference between DERR and ideal: 0.032,
DDRR and ideal: 0.071
Throughput/weight (DDRR)Std. deviation: 0.018
Throughput/weight (DERR)Std. deviation: 0.00063
Concluding Remarks
A fair scheduling mechanism, i.e., DERR is proposed and discussed.
DERR avoids collisions through a random mapping between allowance and IFS.
DERR offers a better fair sharing algorithm than DDRR.
Design II
Design of EDDRR-BI and EDERR-BI
Goal
Designing two scheduling mechanismsEnhanced distributed deficit round robin with
backoff interval (EDDRR-BI) andEnhanced distributed elastic round robin with
backoff interval (EDERR-BI)
Main Ideas
These two scheduling mechanisms should consider both priority and fairness,are designed based on DDRR and DERR,are targeted for IEEE 802.11e.
Design of EDDRR-BI
DDRR vs. EDDRR-BIBoth employ the concept of the deficit count.DDRR defines one type of deficit count, while
EDERR-BI defines three.No backoff procedure is involved in DDRR,
but EDDRR-BI has the backoff procedure.Cross-layer design is further considered in
EDDRR-BI.
Design of EDDRR-BI
For the ith flow of access category l in station j at time t, DC (t) is defined to denote the deficit count.
When no data is transmitted,
j
l, i
l = a denotes audio, l = v denotes video, l = d denotes data
Design of EDDRR-BI
When a frame for the ith flow of access category l in station j is transmitted at time t. the frame size is then deducted from the deficit count, i.e.,
Temporary backoff interval
Backoff interval
Design of EDERR-BI
Unlike EDDRR-BI, EDERR-BI adapts allowance, which is an elastic and adjustable amount of traffic data allowed for transmission, to govern the kernel of scheduling.
Design of EDERR-BI
Where E (t’) stands for the excess amount for the ith flow of access category l in station j at time t’
j
l,i
F (t’) is the total amount of traffic data transmitted at time t’ by the ith flow of access category l in station j.
j
l,i
i) Allowance is defined in proportional to the desired throughput.
ii) Allowance increases linearly as time goes.
iii) The excess amount at the latest time instant should be deducted to enforce fair scheduling.
Design of EDERR-BI
Temporary backoff interval
Backoff interval
Definitions of Weights
For both EDDRR-BI and EDERR-BI, weights should be properly defined so that one can gauge fairness based on weights.
We define weights for flows within the same access category l (l = a, v, d) w ([s] is used to denote the same access categories),
[s],jl,i
Definitions of Weights
Weights for flows within different access category w ([d] is used to stand for different access categories)
Weights for different stations w
l,i[d],j
j
Simulation Results and Discussions
We use the well-know network simulator ns-2 as the simulation platform.
The desired flow rates for audio, video, data are fixed at 8 KB/s, 128 KB/s, 120 KB/s.
Simulation Results and Discussions To gauge the performance of EDDRR-BI, EDERR-
BI, EDCA and EEDCF.
Throughput comparison
(Video) Fixing the number of stations at 18, we have 8% and 1.5% improvement for both EDDRR-BI and EDERR-BI compared to EDCA and EEDCF.
(Data) We have 14% and 41% (28% and 58%) of improvement for both EDDRR-BI and EDERR-BI compared to EDCA and EEDCF.
Simulation Results and Discussions
Delay comparison
When the number of stations is 18
(Video) mean delay for EDCA (EEDCF) is 84% and 126% (17% and 44%) higher than EDDRR-BI and EDERR-BI.
(Data) mean delay for EDCA (EEDCF) is 5% and 8% (9% and 12%) higher than EDDRR-BI and EDERR-BI.
Collision rate comparison
When the number of stations is 18.
We have 22% of improvement for EDDRR-BI and 31% for EDERR-BI compared to EDCA
Simulation Results and Discussions
Fairness comparison
Simulation Results and Discussions
We have 120% and 7% (97% and 19%) of improvement for EDDRR-BI and 144% and 33% (230% and 98%) of improvement for EDERR-BI compared to EDCA and EEDCF.
Simulation Results and Discussions
1/ (1-fairness index)
50% and 6% (77% and 18%) of improvement for EDDRR-BI and 100% and 41% (192% and 94%) of improvement for EDERR-BI compared to EDCA and EEDCF are obtained.
Concluding Remarks
Two fair scheduling mechanisms, i.e., EDDRR-BI and EDERR-BI, which can interplay with QoS requirements in the IEEE 802.11e LAN, are proposed and studied.
Through simulations, we successfully illustrate that EDDRR-BI and EDERR-BI outperform EDCA and EEDCF in terms of QoS related performance and fairness.
EDERR-BI performs better than EDDRR-BI. EDERR-BI is most suggested for use in the IEEE 802.11e
LAN to achieve better fairness and guaranteed QoS.
Conclusions
Two designs of fair scheduling are discussed.
Future work?Actually, we have done the design for EDDRR
and EDERR which are not covered in this talk.
Q & A
References
Huei-Wen Ferng, Chung-Fan Lee, Jeng-Ji Huang, and Ge-Ming Chiu, “Designing a fair scheduling mechanism for IEEE 802.11 wireless LANs,” IEEE Commun. Letters, vol. 9, no. 4, pp. 301-303, April 2005. -> DERR
Huei-Wen Ferng, Chung-Fan Lee, Han-Yu Liau, and Cheng-Ching Peng, “A fair scheduling mechanism for the IEEE 802.11e wireless LAN,” in Proc. International Computer Symposium (ICS) 2006, Taipei, Taiwan, December 2006. -> EEDCF
Huei-Wen Ferng, Han-Yu Liau, and Jeng-Ji Huang, “Fair Scheduling Mechanisms with QoS Consideration for the IEEE 802.11e Wireless LAN,” in Proc. IEEE VTC 2007-Spring, Dublin, Ireland, April 2007. -> EDDRR-BI and EDERR-BI
