{"product_id":"9781441905338","title":"Performance Models and Risk Management in Communications Systems","description":"\u003cp\u003eThis volume covers recent developments in the design, operation, and management of telecommunication and computer network systems in performance engineering and addresses issues of uncertainty, robustness, and risk.\u003c\/p\u003e\u003cp\u003eUncertainty regarding loading and system parameters leads to challenging optimization and robustness issues. Stochastic modeling combined with optimization theory ensures the optimum end-to-end performance of telecommunication or computer network systems. In view of the diverse design options possible, supporting models have many adjustable parameters and choosing the best set for a particular performance objective is delicate and time-consuming. An optimization based approach determines the optimal possible allocation for these parameters.\u003c\/p\u003e\u003cp\u003eResearchers and graduate students working at the interface of telecommunications and operations research will benefit from this book. Due to the practical approach, this book will also serve as a reference tool for scientists and engineers in telecommunication and computer networks who depend upon optimization.\u003c\/p\u003e","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":47026345640176,"sku":"9781441905338","price":169.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781441905338_p0.jpg?v=1763794505","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781441905338","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}