{"product_id":"advanced-computing-techniques-for-optimization-in-cloud-1","title":"Advanced Computing Techniques for Optimization in Cloud","description":"\u003cp\u003eThis book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and metaheuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance. This book provides information on fault-tolerant mechanisms in the cloud and provides an outlook on task scheduling techniques.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFocuses on virtual machine placement and migration techniques for cloud data centers\u003c\/li\u003e\n\u003cli\u003ePresents the role of machine learning and metaheuristic approaches for optimisation in cloud computing services\u003c\/li\u003e\n\u003cli\u003eIncludes application of placement techniques for quality of service, performance, and reliability improvement\u003c\/li\u003e\n\u003cli\u003eExplores data center resource management, load balancing and orchestration using machine learning techniques\u003c\/li\u003e\n\u003cli\u003eAnalyses dynamic and scalable resource scheduling with a focus on resource management\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThe text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology.\u003c\/p\u003e","brand":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Product","offer_id":57427673547096,"sku":"9781032600093","price":64.99,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/agendabookshop.com\/products\/advanced-computing-techniques-for-optimization-in-cloud-1","provider":"Agenda Bookshop","version":"1.0","type":"link"}