相關主題
商品描述
The amount of data in everyday life has been exploding. This data increase has been especially significant in scientific fields, where substantial amounts of data must be captured, communicated, aggregated, stored, and analyzed. Cloud Computing with e-Science Applications explains how cloud computing can improve data management in data-heavy fields such as bioinformatics, earth science, and computer science.
The book begins with an overview of cloud models supplied by the National Institute of Standards and Technology (NIST), and then:
- Discusses the challenges imposed by big data on scientific data infrastructures, including security and trust issues
- Covers vulnerabilities such as data theft or loss, privacy concerns, infected applications, threats in virtualization, and cross-virtual machine attack
- Describes the implementation of workflows in clouds, proposing an architecture composed of two layers--platform and application
- Details infrastructure-as-a-service (IaaS), platform-as-a-service (PaaS), and software-as-a-service (SaaS) solutions based on public, private, and hybrid cloud computing models
- Demonstrates how cloud computing aids in resource control, vertical and horizontal scalability, interoperability, and adaptive scheduling
Featuring significant contributions from research centers, universities, and industries worldwide, Cloud Computing with e-Science Applications presents innovative cloud migration methodologies applicable to a variety of fields where large data sets are produced. The book provides the scientific community with an essential reference for moving applications to the cloud.
商品描述(中文翻譯)
日常生活中的數據量正在迅速增加。這種數據增長在科學領域尤為顯著，因為在這些領域中，必須捕獲、傳輸、聚合、存儲和分析大量數據。《雲計算與電子科學應用》解釋了雲計算如何改善生物信息學、地球科學和計算機科學等數據密集型領域的數據管理。
本書首先概述了由美國國家標準與技術研究所（NIST）提供的雲模型，然後：
- 討論大數據對科學數據基礎設施所帶來的挑戰，包括安全性和信任問題
- 涵蓋數據盜竊或丟失、隱私問題、受感染的應用程序、虛擬化中的威脅以及跨虛擬機攻擊等漏洞
- 描述在雲中實施工作流程，提出由平台和應用組成的兩層架構
- 詳細介紹基於公共、私有和混合雲計算模型的基礎設施即服務（IaaS）、平台即服務（PaaS）和軟體即服務（SaaS）解決方案
- 演示雲計算如何幫助資源控制、垂直和水平擴展、互操作性和自適應調度
《雲計算與電子科學應用》匯集了來自全球研究中心、大學和行業的重要貢獻，提出了適用於各種產生大型數據集的領域的創新雲遷移方法。本書為科學界提供了將應用程序遷移到雲端的重要參考。
作者簡介
Olivier Terzo holds a bachelor's degree from the University Institute of Nancy, France, and an M.Sc and Ph.D from the Polytechnic of Turin, Italy. Dr. Terzo is senior researcher and head of the Research Area: Advanced Computing and Electromagnetics (ACE) at the Istituto Superiore Mario Boella (ISMB), Turin, Italy. Previously at ISMB, he served as researcher in the e-security laboratory and as head of the Research Unit Infrastructures and Systems for Advanced Computing (IS4AC). His current research focuses on application integration in cloud environments. He has published more than 60 papers in conference proceedings and journals, and as book chapters.
Lorenzo Mossucca studied computer engineering at the Polytechnic of Turin. Since 2007, Dr. Mossucca has worked as a researcher at the ISMB in IS4AC. His current research interests include studies of distributed databases, distributed infrastructures, and grid and cloud computing. For the past few years, he has focused his research on the migration of scientific applications to the cloud, particularly in bioinformatics and earth sciences. He has published more than 30 papers in conference proceedings, journals, and posters, and as book chapters. He is part of the IEEE Technical Program Committee and is a reviewer for many international conferences.
作者簡介(中文翻譯)
奧利維耶·特爾佐（Olivier Terzo）擁有法國南錫大學的學士學位，以及意大利都靈理工大學的碩士和博士學位。特爾佐博士是意大利都靈的馬里奧·博埃拉高等研究所（Istituto Superiore Mario Boella, ISMB）高級研究員及先進計算與電磁學研究領域（Advanced Computing and Electromagnetics, ACE）負責人。在ISMB之前，他曾擔任電子安全實驗室的研究員及先進計算基礎設施與系統研究單位（Infrastructures and Systems for Advanced Computing, IS4AC）負責人。他目前的研究重點是雲端環境中的應用整合。他已在會議論文和期刊上發表了超過60篇論文，並作為書籍章節發表。
洛倫佐·莫蘇卡（Lorenzo Mossucca）在都靈理工大學學習計算機工程。自2007年以來，莫蘇卡博士一直在ISMB的IS4AC擔任研究員。他目前的研究興趣包括分散式資料庫、分散式基礎設施以及網格和雲計算的研究。在過去幾年中，他將研究重點放在科學應用遷移到雲端，特別是在生物資訊學和地球科學領域。他已在會議論文、期刊、海報及書籍章節上發表了超過30篇論文。他是IEEE技術計劃委員會的成員，並擔任多個國際會議的審稿人。
