2019 IEEE Global Communications Conference (GLOBECOM)最新文献_第3页

An Efficient Massive Log Discriminative Algorithm for Anomaly Detection in Cloud 一种高效的海量日志判别云异常检测算法

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9013839

Jian Liu, Jie Li, Chentao Wu

引用次数: 2

Secure Edge Caching for Layered Multimedia Contents in Heterogeneous Networks 异构网络中分层多媒体内容的安全边缘缓存

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9014075

Qichao Xu, Zhou Su, Ying Wang, Kuan Zhang

{"title":"Secure Edge Caching for Layered Multimedia Contents in Heterogeneous Networks","authors":"Qichao Xu, Zhou Su, Ying Wang, Kuan Zhang","doi":"10.1109/GLOBECOM38437.2019.9014075","DOIUrl":"https://doi.org/10.1109/GLOBECOM38437.2019.9014075","url":null,"abstract":"To meet the exponentially increasing mobile services and applications, heterogenous networks (HetNets) have been envisioned as a promising technology. In HetNets, multiple caching-enabled small-cell based stations (SBSs) are deployed within the coverage of a macro-cell base station (MBS) to cache multimedia contents for mobile users. However, due to security threats of untrusted SBSs, the cached contents may be illegally accessed by owners of these untrusted SBSs, resulting in the content privacy leakage. To tackle this problem, we propose a secure edge caching scheme for layered multimedia contents in HetNets. Specifically, considering the layered features of contents, we first develop a secure edge caching framework based on the cooperations of SBSs and MBS. In this framework, the critical base layer subfile of the content are directly delivered by the trusted MBS, whereas the enhancement layer subfiles are cached on untrusted SBSs. Furthermore, according to the limited caching capacities of SBSs and dynamic content demands of mobile users, we formulate the enhancement layer subfile caching problem as a non-convex 0-1 integer programming problem. To solve this problem, we devise a distributed alternating direction method of multipliers (ADMM) and secure the edge caching for each SBS to iteratively search the optimal caching strategy. Simulation results show that the proposed scheme provides secure and efficient multimedia content caching for mobile users.","PeriodicalId":6868,"journal":{"name":"2019 IEEE Global Communications Conference (GLOBECOM)","volume":"36 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80147255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Multi-Access Edge Computing-Assisted D2D Streaming for Proximity-Based Social Networking 基于邻近性的社交网络的多访问边缘计算辅助D2D流

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9014163

Shun-Ren Yang, Chang-Jung Shih, P. Lin

{"title":"Multi-Access Edge Computing-Assisted D2D Streaming for Proximity-Based Social Networking","authors":"Shun-Ren Yang, Chang-Jung Shih, P. Lin","doi":"10.1109/GLOBECOM38437.2019.9014163","DOIUrl":"https://doi.org/10.1109/GLOBECOM38437.2019.9014163","url":null,"abstract":"The mobile data traffic produced by live streaming is expected to see an exploding growth in recent years. To offload live streaming traffic from mobile networks for proximitybased social networking, device-to-device (D2D) communication is considered a promising technology. Unfortunately, the D2D discovery process requires constant signaling and is energyconsuming. One way to improve this drawback of D2D discovery is to exploit the ETSI multi-access edge computing (MEC) technology, where the knowledge of devices in proximity can be maintained in an MEC server and used to simplify the discovery procedure. In this paper, we aim to implement an MEC-assisted D2D live streaming service that offloads data traffic from mobile networks hierarchically with MEC and D2D communication. Specifically, the service includes an MEC App and a User App. The MEC APP can assist D2D discovery and cache live streams in the MEC server to reduce network latency. The User App can establish D2D connections between devices and share live streams over a D2D network using Wi-Fi Direct, offloading data traffic from mobile networks. We further design a rate adaptation heuristic that is capable of determining a suitable quality level in adaptive streaming for a multi-hop D2D network to improve the overall quality of experience (QoE). The experiment results justify that our proposed architecture and rate adaptation heuristic can provide improved network performance and user QoE for the mobile live streaming service.","PeriodicalId":6868,"journal":{"name":"2019 IEEE Global Communications Conference (GLOBECOM)","volume":"22 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80384693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Smart Electric Vehicle Charging with Ideal and Practical Communications in Smart Grids 智能电网中理想实用通信的智能电动汽车充电

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9013481

John W. Heron, Hongjian Sun

引用次数: 2

Preference-Aware Caching and Cooperative Coded Multicasting Design for Wireless Backhaul Networks 无线回程网络的偏好感知缓存与协同编码多播设计

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9013899

Aimin Tang, Yao Liu, Xudong Wang

{"title":"Preference-Aware Caching and Cooperative Coded Multicasting Design for Wireless Backhaul Networks","authors":"Aimin Tang, Yao Liu, Xudong Wang","doi":"10.1109/GLOBECOM38437.2019.9013899","DOIUrl":"https://doi.org/10.1109/GLOBECOM38437.2019.9013899","url":null,"abstract":"The joint considering of caching and coded multicasting can significantly improve caching gain, which has become a promising approach to address the explosive growth of wireless traffic demand. In this paper, the design of caching placement and coded multicasting for wireless backhaul networks is explored under heterogeneous file preferences, where the file preference of each small base station (BS) is assumed to be aware at the macro BS. To address the heterogeneous file preferences, a group-based caching and cooperative coded multicasting scheme is developed in this paper. By utilizing the spectral clustering method, the small BSs are first clustered into different groups with similar file preferences. Moreover, a cooperative caching strategy with symmetric file division is designed for each group, where the suboptimal caching proportion of the most popular files is achieved by an approximation analysis. By utilizing the group-based caching structure, an efficient greedy-based two-level cooperative coded multicasting algorithm is then developed. The proposed algorithm not only utilizes the coded multicasting opportunities within each group, but also explores the cooperative coding opportunities among groups. The effectiveness of our proposed scheme is verified by simulation results, which show that our proposed scheme can significantly reduce the traffic load compared to the existing schemes.","PeriodicalId":6868,"journal":{"name":"2019 IEEE Global Communications Conference (GLOBECOM)","volume":"100 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79340271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

How Is Energy Consumed in Smartphone Deep Learning Apps? Executing Locally vs. Remotely 智能手机深度学习应用是如何消耗能量的?本地执行与远程执行

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9013647

Haoxin Wang, Baekgyu Kim, Jiang Xie, Zhu Han

引用次数: 14

Adaptive Multi-Sensing in EH-WSN for Smart Environment 面向智能环境的EH-WSN自适应多传感

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9014025

Vini Gupta, S. De

引用次数: 3

Multiuser MISO Broadcast Channels with Imperfect CSI: Discrete Signaling without SIC 不完全CSI的多用户MISO广播信道:无SIC的离散信令

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9014142

Min Qiu, Yu-Chih Huang, Jinhong Yuan

引用次数: 2

Spatial Spectrum Sensing-Based D2D Communications in User-Centric Deployed HetNets 以用户为中心的部署HetNets中基于空间频谱传感的D2D通信

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9013184

Bodong Shang, Lingjia Liu, Hao Chen, Jianzhong Zhang, Scott M. Pudlewski, E. Bentley, J. Ashdown

引用次数: 3

Edge eXchange: eNB with Wireless Backhaul Communication among Carriers 边缘交换:在运营商之间进行无线回程通信的eNB

2019 IEEE Global Communications Conference (GLOBECOM) Pub Date : 2019-12-01 DOI: 10.1109/GLOBECOM38437.2019.9013198

Kengo Sasaki, S. Makido, A. Nakao

{"title":"Edge eXchange: eNB with Wireless Backhaul Communication among Carriers","authors":"Kengo Sasaki, S. Makido, A. Nakao","doi":"10.1109/GLOBECOM38437.2019.9013198","DOIUrl":"https://doi.org/10.1109/GLOBECOM38437.2019.9013198","url":null,"abstract":"Recently, Mobile/Multi-access Edge Computing (MEC) has attracted significant attention as a key component for executing cooperative driving systems that exhibit low latency. However, achieving low latency communication among evolved Node Bs (eNBs) is a critical challenge while implementing cooperative driving systems using MEC. The Edge Server (ES) deployed at the eNB is required to collect various sensor data from physically close vehicles, although the vehicles may not be connected to the eNB attached to the ES. If the vehicle and the ES belong to different mobile carriers, the sensor data of the vehicle is required to pass through a network of multiple carriers and the Internet. In this paper, we propose the ''Edge eXchange (EX).'' The EX is a conceptual eNB, which is equipped with ''wireless backhaul communication'' between eNBs regardless of the carriers. Here, the wireless backhaul communication indicates a direct communication between eNBs using wireless communication. To evaluate the EX, we propose an ES deployment method and consider two types of distances as alternatives to communication latency. The first is the communication distance between adjacent eNBs. The second is the communication distance between the vehicle and the closest computational nodes. Using the Japanese network model, we analyze the above distances and evaluate the effect of the EX. From the result of the analysis, the EX can dramatically suppress communication latency between eNBs for small range wireless backhaul communication. Furthermore, the EX can suppress the number of ESs required for achieving low latency by using the wireless backhaul communication.","PeriodicalId":6868,"journal":{"name":"2019 IEEE Global Communications Conference (GLOBECOM)","volume":"9 1","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85611645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0