… to pre-empt the bandwidth allocation to newly arrived packets [29]. In … DBA schemes that
use statistical bandwidth prediction algorithms to estimate ${{\rm BW}_{\rm pred}}$ are effective …

… the best sleep mode planning system, which reduces energy … of delay and packet deliver
ratio is based on efficiency and … the delay performance and improving the throughput …

… algorithms focus only on throughput and delay, and are not connected to the bandwidth
planning … as Ideal Bandwidth usage, low delay (34 ms) and less packet loss (4%) and Increasing …

… online environment to forecast bandwidth allocation. Nevertheless, … model based DBA
method in reducing delays is firmly … of packet loss for each algorithm. PSA exhibits the highest …

… DBA (namely, a smaller packet delay compared to centralized DBAs, due to less time being
needed to allocate … For NG-ONUs, the authors introduced a sleep-period prediction scheme …

… to predict the arrival of data packets at ONUs in the XGS-PON system, reducing processing
… It effectively reduces network delay and, compared with prediction models, such as GRU, …

… Delayed Excess Planning (DES) is an efficient but comfortable bandwidth allocation and
planning … that grant bandwidth sizing has the highest package delay distribution. This article …

… bandwidth request scenarios, if the minimum delay constraint 𝑆 + 𝑜 is not met the OLT
schedules the final 𝐵 packet in … In addition, we are planning to generalize the ANFIS-DBA to take …

… this paper improves the latency and efficiency of both … packets within the waiting time is an
important issue for implementing the prediction-based dynamic bandwidth allocation algorithm…

… -demand prediction value obtained through the linear regression method used in artificial
intelligence-enabled bandwidth allocation … -to-end packet delay are proposed to be reduced by …