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商品描述
You’ve heard the hype about Hadoop: it runs petabyte–scale data mining tasks insanely fast, it runs gigantic tasks on clouds for absurdly cheap, it’s been heavily committed to by tech giants like IBM, Yahoo!, and the Apache Project, and it’s completely open source (thus free). But what exactly is it, and more importantly, how do you even get a Hadoop cluster up and running?
From Apress, the name you’ve come to trust for hands–on technical knowledge, Pro Hadoop brings you up to speed on Hadoop. You learn the ins and outs of MapReduce; how to structure a cluster, design, and implement the Hadoop file system; and how to build your first cloud–computing tasks using Hadoop. Learn how to let Hadoop take care of distributing and parallelizing your software—you just focus on the code, Hadoop takes care of the rest.
Best of all, you’ll learn from a tech professional who’s been in the Hadoop scene since day one. Written from the perspective of a principal engineer with down–in–the–trenches knowledge of what to do wrong with Hadoop, you learn how to avoid the common, expensive first errors that everyone makes with creating their own Hadoop system or inheriting someone else’s.
Skip the novice stage and the expensive, hard–to–fix mistakes...go straight to seasoned pro on the hottest cloud–computing framework with Pro Hadoop. Your productivity will blow your managers away.
What you’ll learn
- Set up a stand–alone Hadoop cluster the smart way, laid out simply and step by step so you can get up and running quickly to build your next data center, collaborative, data–intensive Internet services application, Software as a Service (SaaS), and more.
- Optimize your Hadoop production tasks like an experienced pro.
- Work with time–proven, bulletproof standard patterns that have been tested and debugged in high–volume production.
- Understand just enough theoretical knowledge to know why something works in Hadoop, without getting bogged down in abstruse walls of theory.
- Get detailed explanations of not only how to do something with Hadoop, but also why, from a front–line coder with years in the Hadoop game.
- Turn someone else’s expensive cluster–wide “wrong” into an orderly, productive "right" with professional–level debugging and testing.
Who is this book for?
IT professionals interested in investigating Hadoop and implementing it in their organizations, and existing Hadoop users who want to deepen their professional toolkits.
About the Apress Pro Series
The Apress Pro series books are practical, professional tutorials to keep you on and moving up the professional ladder.
You have gotten the job, now you need to hone your skills in these tough competitive times. The Apress Pro series expands your skills and expertise in exactly the areas you need. Master the content of a Pro book, and you will always be able to get the job done in a professional development project. Written by experts in their field, Pro series books from Apress give you the hard–won solutions to problems you will face in your professional programming career.
商品描述(中文翻譯)
你一定聽過有關 Hadoop 的熱潮:它能以瘋狂的速度執行 PB 級別的數據挖掘任務,能以極低的成本在雲端執行龐大的任務,並且得到了 IBM、Yahoo! 和 Apache Project 等科技巨頭的重視,最重要的是,它完全是開源的(因此是免費的)。但它究竟是什麼?更重要的是,你該如何啟動和運行一個 Hadoop 集群?
來自 Apress,你信賴的實用技術知識來源,Pro Hadoop 讓你快速掌握 Hadoop 的使用。你將學習 MapReduce 的運作原理;如何結構化集群、設計和實現 Hadoop 檔案系統;以及如何使用 Hadoop 建立你的第一個雲計算任務。學習如何讓 Hadoop 負責分配和並行處理你的軟體——你只需專注於程式碼,Hadoop 會處理其餘的工作。
最棒的是,你將向一位從一開始就活躍於 Hadoop 領域的技術專業人士學習。這本書是從一位擁有實戰經驗的首席工程師的角度撰寫的,讓你了解在使用 Hadoop 時應該避免的常見且昂貴的錯誤,無論是建立自己的 Hadoop 系統還是繼承他人的系統。
跳過新手階段和那些昂貴且難以修復的錯誤……直接進入最熱門的雲計算框架,成為一名資深專業人士,與Pro Hadoop 一起提升你的生產力,讓你的經理驚艷不已。
你將學到的內容:
- 以聰明的方式設置獨立的 Hadoop 集群,簡單明瞭且逐步指導,讓你能快速啟動,建立下一個數據中心、協作型、數據密集的網路服務應用、軟體即服務(SaaS)等。
- 像經驗豐富的專業人士一樣優化你的 Hadoop 生產任務。
- 使用經過時間考驗的、堅如磐石的標準模式,這些模式已在高流量生產環境中進行過測試和除錯。
- 理解足夠的理論知識,以了解為什麼某些東西在 Hadoop 中有效,而不會陷入深奧的理論牆中。
- 獲得詳細的解釋,不僅是如何使用 Hadoop,還有為什麼,這些都是來自在 Hadoop 領域有多年經驗的前線程式設計師的見解。
- 將他人昂貴的集群範圍內的“錯誤”轉變為有序且高效的“正確”,並進行專業級的除錯和測試。
這本書適合誰?
對 Hadoop 感興趣並希望在其組織中實施的 IT 專業人士,以及希望深化其專業工具包的現有 Hadoop 使用者。
關於 Apress Pro 系列
Apress Pro 系列書籍是實用的專業教程,幫助你在職業生涯中不斷前進。
你已經獲得了工作,現在你需要在這個競爭激烈的時代中磨練你的技能。Apress Pro 系列擴展了你在所需領域的技能和專業知識。掌握 Pro 書籍的內容,你將能夠在專業開發項目中始終完成工作。這些書籍由各自領域的專家撰寫,Apress 的 Pro 系列書籍為你提供了在專業程式設計生涯中將面臨的問題的艱辛解決方案。