{"product_id":"9783031280184","title":"Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems","description":"\u003ch1\u003eMachine Learning and Optimization Techniques for Automotive Cyber-Physical Systems\u003c\/h1\u003e \u003ch2\u003eKukkala, Vipin Kumar; Pasricha, Sudeep\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent advances towards the goal of enabling reliable, secure, and robust, time-critical automotive cyber-physical systems, using advanced optimization and machine learning techniques. The focus is on presenting state-of-the-art solutions to various challenges including real-time data scheduling, secure communication within and outside the vehicle, tolerance to faults, optimizing the use of resource-constrained automotive ECUs, intrusion detection, and developing robust perception and control techniques for increasingly autonomous vehicles.\u003c\/p\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2024-09-03\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783031280184\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-031-28016-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 789\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47545314672780,"sku":"9783031280184","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783031280184.jpg?v=1776087304","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783031280184","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}