商品描述
This book presents a range of cloud computing platforms for data-intensive scientific applications. It covers systems that deliver infrastructure as a service, including: HPC as a service; virtual networks as a service; scalable and reliable storage; algorithms that manage vast cloud resources and applications runtime; and programming models that enable pragmatic programming and implementation toolkits for eScience applications. Many scientific applications in clouds are also introduced, such as bioinformatics, biology, weather forecasting and social networks. Most chapters include case studies. Cloud Computing for Data-Intensive Applications targets advanced-level students and researchers studying computer science and electrical engineering. Professionals working in cloud computing, networks, databases and more will also find this book useful as a reference.
商品描述(中文翻譯)
本書介紹了一系列針對數據密集型科學應用的雲計算平台。內容涵蓋提供基礎設施即服務的系統，包括：高效能計算（HPC）即服務；虛擬網路即服務；可擴展且可靠的儲存；管理龐大雲資源和應用程式運行時的演算法；以及支持務實編程的編程模型和電子科學應用的實作工具包。書中還介紹了許多雲端中的科學應用，例如生物資訊學、生物學、氣象預測和社交網路。大多數章節包含案例研究。《數據密集型應用的雲計算》針對高級學生和研究人員，特別是學習計算機科學和電機工程的讀者。從事雲計算、網路、資料庫等領域的專業人士也會發現本書作為參考資料非常有用。
