First, we provide a model and give an explicit throughput formula, which has a simple product-form due to the quasi-reversibility structure of the model. Second, we show that the algorithm in [1] can be extended to approach throughput optimality in this case. Finally, sufficient conditions ...
During this stage, the ideal number of CHs and the optimum number of transmitted phases are calculated in this work using the information provided in the research25. The following formula determines the ideal amount of cluster heads (kopt) for a round: $${k}_{opt}=\frac{\sqrt{N}}{\sqrt...
In traditional methods, every node transmits their data to the server, which then trains a standard model, model, in a centralised manner utilising all of the nodes data using the formula D_{{{\text{frame}}} = \bigcup\nolimits_{i = 1}^{n} {D_{{{\text{frame}}} \left( i \rig...
In this experiment, the payload in each packet is the same (1450 Bytes). Since the packets are sent back-to-back, and the state of the system is identical at the beginning of each packet transmission, the throughput (in Mbps) is computed by the following simple (and intuitive) relation....
In terms of evaluating the input performance of the BCI system, information transfer rate (ITR) is often used [20]. ITR can be calculated using the following formula: $$\begin{aligned} \textrm{ITR} = \left( \log _2(N) + p\log _2(p) + (1-p)\log _2\left( \frac{{1-p}}{...
The MinimumPolicedSize field is used by the RSVPSP to adjust the real token rate to compensate for the layer-3 protocol overhead. The protocol overhead for UDP is 28 bytes, and for TCP, 40 bytes. The actual token rate signaled in an RSVP message is calculated us...
Walrand, "Approaching Throughput-Optimality in Distributed CSMA Scheduling Algorithms With Collisions," IEEE/ACM Transactions on Networking 2010.L. Jiang and J. Walrand, "Approaching throughput-optimality in dis- tributed CSMA scheduling with collisions," 2010 [Online]. Available: http://arxiv.org...
The MinimumPolicedSize field is used by the RSVPSP to adjust the real token rate to compensate for the layer-3 protocol overhead. The protocol overhead for UDP is 28 bytes, and for TCP, 40 bytes. The actual token rate signaled in an RSVP message is calculated using the following formula...
Then, we use the formula derivation to prove the stability and solvability of the scheduling system in theory. Finally, the simulation results show that under the condition of satisfying the delay requirement, our proposed framework can optimally allocate the wireless communication resource and maximize...
In addition by adjusting key parameters in the analytical model, we are able to examine the theoretical performance limit.Masanori NakaharaInformation networking: networking technologies for enhanced Internet services : international conference, ICOIN 2003, Cheju Island, Korea, February 12-14, 2003 : ...