Map Reduce for big data processing based on traffic aware partition and aggregation
Sign Up to like & getrecommendations! Published in 2018 at "Cluster Computing"
DOI: 10.1007/s10586-018-1799-6
Abstract: Big data refers to data sets whose volume is 500+ terabytes of data per day. The velocity makes it difficult to capture, manage, process and analyze 2 million records per day. Another characteristics of big… read more here.
Keywords: traffic; big data; data processing; map ... See more keywords
Deep reinforced traffic-aware CPU allocation in centralized RAN
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-05425-y
Abstract: The ongoing centralization of the Radio Access Network (RAN) and the higher Quality of Experience (QoE) requirements from next-generation services have significantly increased the computational demands of the Baseband Units (BBUs). These demands necessitate the… read more here.
Keywords: drca; deep reinforced; network; cpu allocation ... See more keywords
Traffic-Aware Horizontal Pod Autoscaler in Kubernetes-Based Edge Computing Infrastructure
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3150867
Abstract: Container-based Internet of Things (IoT) applications in an edge computing environment require autoscaling to dynamically adapt to fluctuations in IoT device requests. Although Kubernetes’ horizontal pod autoscaler provides the resource autoscaling feature by monitoring the… read more here.
Keywords: traffic aware; traffic; edge computing; horizontal pod ... See more keywords
Traffic Aware Data Gathering Protocol for VANETs
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3154780
Abstract: Vehicular Ad-Hoc Networks (VANETs) are a challenging yet active research area. It offers a wide range of applications, including Intelligent Transport System (ITS), effective road traffic monitoring, efficient traffic flow and road safety applications. During… read more here.
Keywords: data gathering; gathering protocol; traffic; traffic aware ... See more keywords
Traffic-Aware Task Offloading Based on Convergence of Communication and Sensing in Vehicular Edge Computing
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3083065
Abstract: With the explosive growth of computation-intensive and latency-sensitive vehicular applications, limited on-board computing resources can hardly satisfy these heterogeneous requirements and task offloading becomes a potential solution. However, task offloading in vehicular networks may face… read more here.
Keywords: communication; task; task offloading; traffic aware ... See more keywords
Traffic-Aware Lightweight Hierarchical Offloading Toward Adaptive Slicing-Enabled SAGIN
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2024.3459020
Abstract: The emerging Space-Air-Ground Integrated Networks (SAGIN) empower Mobile Edge Computing (MEC) with wider communication coverage and more flexible network access. However, the fluctuating user traffic and constrained computing architecture seriously hinder the Quality-of-Service (QoS) and… read more here.
Keywords: resource; sagin; traffic aware; lightweight hierarchical ... See more keywords
Traffic-Aware VANET Routing for City Environments—A Protocol Based on Ant Colony Optimization
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Systems Journal"
DOI: 10.1109/jsyst.2018.2806996
Abstract: This paper presents a traffic-aware position-based routing protocol for vehicular ad hoc networks (VANETs) suitable for city environments. The protocol is an enhanced version of the geographical source routing (GSR) protocol. The proposed protocol, named… read more here.
Keywords: environments protocol; vanet routing; traffic aware; protocol ... See more keywords
Traffic-Aware Resource Allocation for Multi-User Beamforming
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2022.3141787
Abstract: 5G New Radio (NR), a new radio access technology, has been proposed to enhance the flexibility, scalability, and efficiency of 5G networks. By leveraging phased-array antennas, a base station (BS) can adaptively form multiple directional… read more here.
Keywords: beam; traffic; traffic aware; resource allocation ... See more keywords
TA2LS: A Traffic-Aware Multipath Scheduler for Cost-Effective QoE in Dynamic HetNets
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2024.3440415
Abstract: Multipath transmission is a critical enabling technology to enhance QoE for edge users. The packet scheduler plays an irreplaceable role in overcoming heterogeneity and dynamicity in multipath transmission. However, current schedulers depend on an inaccurate… read more here.
Keywords: multipath transmission; multipath; traffic aware; cost effective ... See more keywords
Traffic-Aware Scheduling and Feedback Allocation in Multichannel Wireless Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Wireless Communications"
DOI: 10.1109/twc.2018.2845406
Abstract: This paper studies the problem of feedback allocation and scheduling for a multichannel downlink cellular network under limited and delayed feedback. We propose two efficient algorithms that select the link states that should be reported… read more here.
Keywords: feedback; traffic aware; feedback allocation; aware scheduling ... See more keywords
Traffic-Aware Coordinated Beamforming for mmWave Backhauling of 5G Dense Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Wireless Communications"
DOI: 10.1109/twc.2021.3135710
Abstract: We study the problem of downlink Coordinated Beamforming for dense fixed-wireless millimeter wave (mmWave) networks under a Centralized/Cloud Radio Access Network (C-RAN) setting. To compensate for the increased mmWave path loss, we consider directional transmissions… read more here.
Keywords: coordinated beamforming; beamforming mmwave; policy; aware coordinated ... See more keywords