官术网_书友最值得收藏!

Chapter 1. The Essence of Big Data in the Cloud

How to quantify data into business value? It's a serious question that we might be prompted to ask when we take a look around and notice the increasing appetite of users for rich media and the content of data across the web. That could generate several challenging points: How to manage the exponential amount of data? Particularly, how to extract from these immense waves of data the most valuable aspects? It is the era of big data! To meet the growing demand of big data and facilitate its analysis, few solutions such as Hadoop and Spark appeared and have become a necessary tool towards making a first successful step into the big data world. However, the first question was not sufficiently answered! It might be needed to introduce a new architecture and cost approach to respond to the scalability of intensive resources consumed when analyzing data. Although Hadoop, for example, is a great solution to run data analysis and processing, there are difficulties with configuration and maintenance. Besides, its complex architecture might require a lot of expertise. In this book, you will learn how to use OpenStack to manage and rapidly configure a Hadoop/Spark cluster. Sahara, the new OpenStack integrated project, offers an elegant self-service to deploy and manage big data clusters. It began as an Apache 2.0 project and now Sahara has joined the OpenStack ecosystem to provide a fast way of provisioning Hadoop clusters in the cloud. In this chapter, we will explore the following points:

  • Introduce briefly the big data groove
  • Understand the success of big data processing when it is combined with the cloud computing paradigm
  • Learn how OpenStack can offer a unique big data management solution
  • Discover Sahara in OpenStack and cover briefly the overall architecture
主站蜘蛛池模板: 喀喇| 内丘县| 金坛市| 高邑县| 鄄城县| 华池县| 阿城市| 永春县| 双峰县| 济南市| 十堰市| 河曲县| 囊谦县| 丰顺县| 资兴市| 始兴县| 华蓥市| 体育| 昌都县| 玉田县| 双辽市| 灵石县| 汶上县| 老河口市| 吉木萨尔县| 收藏| 大宁县| 三江| 吉木萨尔县| 皋兰县| 榆中县| 石屏县| 大悟县| 潜山县| 临汾市| 庆阳市| 上饶县| 苗栗县| 孙吴县| 清镇市| 武宣县|