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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">JERA</journal-id><journal-title-group><journal-title>Journal of Electronic Research and Application</journal-title></journal-title-group><issn>2208-3502</issn><eissn>2208-3510</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/jera.v9i3.10601</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Study on Smart Telematics Cache Optimization Strategy Based on Edge Computing</title><url>https://artdesignp.com/journal/JERA/9/3/10.26689/jera.v9i3.10601</url><author>ChengYangbo</author><pub-date pub-type="publication-year"><year>2025</year></pub-date><volume>9</volume><issue>3</issue><history><date date-type="pub"><published-time>2025-05-29</published-time></date></history><abstract>With the rapid development of intelligent transportation systems, vehicular networks (VANETs) have become an essential part of the intelligent transportation infrastructure. Due to the high dynamics of efficient vehicular network nodes and the low latency requirement of data interaction, the traditional cloud computing model makes it difficult to meet the real-time and performance criteria, and the storage optimization strategy based on edge computing can effectively improve the data access efficiency and system response. This paper explores optimizing the data caching mechanism of intelligent telematics using edge computing to reduce network latency, improve data availability, and enhance overall system performance.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Tsugawa S, 2002, Inter-vehicle Communications and Their Applications to Intelligent Vehicles: An Overview. Intelligent Vehicle Symposium, 2002, IEEE, Versailles, France, 2: 564–569.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B2" content-type="article"><label>2</label><element-citation publication-type="journal"><p>Bello O, Zeadally S, 2014, Intelligent Device-to-device Communication in the Internet of Things. IEEE Systems Journal, 10(3): 1172–1182.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B3" content-type="article"><label>3</label><element-citation publication-type="journal"><p>Torbaghan ME, Sasidharan M, Reardon L, et al., 2022, Understanding the Potential of Emerging Digital Technologies for Improving Road Safety. Accident Analysis &amp; Prevention, 166: 106543.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B4" content-type="article"><label>4</label><element-citation publication-type="journal"><p>Tong W, Hussain A, Bo WX, et al., 2019, Artificial Intelligence for Vehicle-to-everything: A Survey. IEEE Access, 7: 10823–10843.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B5" content-type="article"><label>5</label><element-citation publication-type="journal"><p>West DM, 2016, How 5G Technology Enables the Health Internet of Things. Brookings Center for Technology Innovation, 3(1): 20.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B6" content-type="article"><label>6</label><element-citation publication-type="journal"><p>Peters E, 2020, Sustainable and Smart Urban Transport Systems: Sensing and Computing Technologies, Intelligent Vehicular Networks, and Data-driven Automated Decision-making. Contemporary Readings in Law and Social Justice, 12(2): 43–51.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B7" content-type="article"><label>7</label><element-citation publication-type="journal"><p>Chai Z, Nie T, Becker J, 2021, Autonomous Driving Changes the Future, Springer Singapore.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B8" content-type="article"><label>8</label><element-citation publication-type="journal"><p>Saracin A, Cosarca C, Savu A, et al., 2018, Telematics and Intelligent Transport. International Multidisciplinary Scientific GeoConference: SGEM, 2018, 18(2.2): 427-434.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B9" content-type="article"><label>9</label><element-citation publication-type="journal"><p>Wahlstrom J, Skog I, Handel P, 2017, Smartphone-based Vehicle Telematics: A Tenth Anniversary. IEEE Transactions on Intelligent Transportation Systems, 18(10): 2802–2825.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B10" content-type="article"><label>10</label><element-citation publication-type="journal"><p>Boriboonsomsin K, Barth MJ, Zhu W, et al., 2012, Eco-routing Navigation System based on Multisource Historical and Real-time Traffic Information. IEEE Transactions on Intelligent Transportation Systems, 13(4): 1694–1704.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B11" content-type="article"><label>11</label><element-citation publication-type="journal"><p>Ryan C, Murphy F, Mullins M, 2019, Semiautonomous vehicle Risk Analysis: A Telematics‐based Anomaly Detection Approach. Risk Analysis, 39(5): 1125–1140.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B12" content-type="article"><label>12</label><element-citation publication-type="journal"><p>SGEM, 2005, Telematics and Intelligent Transport. International Multidisciplinary Scientific GeoConference: SGEM, Bulgaria.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B13" content-type="article"><label>13</label><element-citation publication-type="journal"><p>Guerrero-Ibanez JA, Zeadally S, Contreras-Castillo J, 2015, Integration Challenges of Intelligent Transportation Systems with Connected Vehicle, Cloud Computing, and Internet of Things Technologies. IEEE Wireless Communications, 22(6): 122–128.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B14" content-type="article"><label>14</label><element-citation publication-type="journal"><p>Ghaffarpasand O, Burke M, Osei LK, et al., 2022, Vehicle Telematics for Safer, Cleaner and More Sustainable Urban Transport: A Review. Sustainability, 14(24): 16386.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B15" content-type="article"><label>15</label><element-citation publication-type="journal"><p>Elassy M, Al-Hattab M, Takruri M, et al., 2024, Intelligent Transportation Systems for Sustainable Smart Cities. Transportation Engineering, 2024: 100252.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B16" content-type="article"><label>16</label><element-citation publication-type="journal"><p>Elsagheer Mohamed SA, Alshalfan KA, Al-Hagery MA, et al., 2022, Safe Driving Distance and Speed for Collision Avoidance in Connected Vehicles[J]. Sensors, 22(18): 7051.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B17" content-type="article"><label>17</label><element-citation publication-type="journal"><p>Guerrero-Ibanez J, Zeadally S, Contreras-Castillo J, 2018, Sensor Technologies for Intelligent Transportation Systems. Sensors, 18(4): 1212.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B18" content-type="article"><label>18</label><element-citation publication-type="journal"><p>Yao F, Ding Y, Hong S, et al., 2022, A Survey on Evolved LoRa-based Communication Technologies for Emerging Internet of Things Applications. International Journal of Network Dynamics and Intelligence, 2022: 4–19.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B19" content-type="article"><label>19</label><element-citation publication-type="journal"><p>Cui X, Chen G, 2023, The Application of Advanced Computational Algorithms Used for Cooperative Communication Transmission of Vehicular Networks: A Proposed Method. PeerJ Computer Science, 9: e1643.</p><pub-id pub-id-type="doi"/></element-citation></ref><ref id="B20" content-type="article"><label>20</label><element-citation publication-type="journal"><p>Sidorenko G, Thunberg J, Sjoberg K, et al., 2021, Safety of Automatic Emergency Braking in Platooning. IEEE Transactions on Vehicular Technology, 71(3): 2319–2332.</p><pub-id pub-id-type="doi"/></element-citation></ref></ref-list></back></article>
