{"product_id":"federated-learning-over-wireless-edge-wei-yang-bryan-lim-9783031078378","title":"Federated Learning Over Wireless Edge Networks","description":"\u003cp\u003eThis book first presents a tutorial on Federated Learning (FL) and its role in enabling Edge Intelligence over wireless edge networks. This provides readers with a concise introduction to the challenges and state-of-the-art approaches towards implementing FL over the wireless edge network. Then, in consideration of resource heterogeneity at the network edge, the authors provide multifaceted solutions at the intersection of network economics, game theory, and machine learning towards improving the efficiency of resource allocation for FL over the wireless edge networks. A clear understanding of such issues and the presented theoretical studies will serve to guide practitioners and researchers in implementing resource-efficient FL systems and solving the open issues in FL respectively.\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Wei Yang Bryan Lim, Jer Shyuan Ng, Zehui Xiong\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3031078373\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783031078378\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/29\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 165\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.96lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.50d","brand":"Wei Yang Bryan Lim","offers":[{"title":"Hardcover","offer_id":44123061027071,"sku":"9783031078378","price":109.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_fe4de626-8eda-4b57-ab7f-e25acd939ed7.jpg?v=1687428694","url":"https:\/\/www.whiterainbookhouse.com\/products\/federated-learning-over-wireless-edge-wei-yang-bryan-lim-9783031078378","provider":"WR Book House","version":"1.0","type":"link"}