[PDF][PDF] Task scheduling and resource allocation based on ant-colony optimization and deep reinforcement learning
U Rugwiro, C Gu, W Ding - Journal of Internet Technology, 2019 - jit.ndhu.edu.tw
Cloud computing has become a significant aspect of today's rapidly growing technology,
accessing as it does a large number of servers, given users' constant need to access their …
accessing as it does a large number of servers, given users' constant need to access their …
Delay aware flow scheduling for time sensitive fronthaul networks in centralized radio access network
Packet-based fronthaul (FH) transport networks are promising for future centralized radio
access networks (C-RANs), which support statistical multiplexing via flow scheduling. With …
access networks (C-RANs), which support statistical multiplexing via flow scheduling. With …
Deadline-aware scheduling and flexible bandwidth allocation for big-data transfers
SM Srinivasan, T Truong-Huu, M Gurusamy - IEEE Access, 2018 - ieeexplore.ieee.org
Big data is becoming a major focus for both industry and academia, requiring drastic
changes in all aspects of computer systems in order to store, process, and transfer big data …
changes in all aspects of computer systems in order to store, process, and transfer big data …
Multihop routing enabled packet switching with QoS guarantee in optical clos for data centers
Z Zhao, B Wu, B Li, J Xiao, S Fu, D Liu - Journal of Optical …, 2018 - opg.optica.org
High-performance scalable data centers call for huge-capacity optical packet switches and
QoS (quality-of-service) guaranteed multistage switching, where reconfiguration overheads …
QoS (quality-of-service) guaranteed multistage switching, where reconfiguration overheads …
JOSP: joint optimization of flow path scheduling and virtual network function placement for delay-sensitive applications
With the rapid development of network function virtualization, delay-sensitive applications
including auto-driving, online gaming, and multimedia conferencing can be served by virtual …
including auto-driving, online gaming, and multimedia conferencing can be served by virtual …
Kalman filtering-based traffic prediction for software defined intra-data center networks
Global data center IP traffic is expected to reach 20.6 zettabytes (ZB) by the end of 2021.
Intra-data center networks (Intra-DCN) will account for 71.5% of the data center traffic flow …
Intra-data center networks (Intra-DCN) will account for 71.5% of the data center traffic flow …
Drl-fto: dynamic flow rule timeout optimization in SDN using deep reinforcement learning
F Haq, A Naaz, TVPK Bantupalli… - Proceedings of the 16th …, 2021 - dl.acm.org
Optimization of flow rule timeouts promises to reduce the frequency of message exchange
between the SDN controller and the switches and contributes to the reduction of the …
between the SDN controller and the switches and contributes to the reduction of the …
Efficient multi-stage deployment of ultra-low loss fibers in elastic optical networks
Ultra-low loss (ULL) fibers allow high-quality signal transmission and are expected to
become important candidates for new deployment of fiber links in an optical network. In our …
become important candidates for new deployment of fiber links in an optical network. In our …
[PDF][PDF] Machine learning based hybrid recurrent data-driven flow algorithm of identify the risk of data flow error detection in cloud computing
MSK Paramsivapandi, S Nagarajan - International Journal for …, 2021 - academia.edu
Cloud computing is transforming into a promising technology, as it integrates web mining
analytics as well, especially when there is a high focus on ensuring the confidentiality and …
analytics as well, especially when there is a high focus on ensuring the confidentiality and …
Integrated QoS management technique for internet protocol storage area networks
J Kithinji - 2023 - 41.89.229.23
The increasing number of Information technology Users around the world has led to a
tremendous increase in the amount of data that requires storage. In response to this …
tremendous increase in the amount of data that requires storage. In response to this …