Fei Hu's Big Data: Storage, Sharing, and Security PDF

By Fei Hu

Even supposing there are already a few books released on large info, so much of them in basic terms hide simple thoughts and society affects and forget about the inner implementation details—making them wrong to R&D humans. To fill one of these desire, enormous information: garage, Sharing, and protection examines gigantic info administration from an R&D viewpoint. It covers the 3S designs—storage, sharing, and security—through specified descriptions of huge facts techniques and implementations. Written by means of well-recognized vast information specialists around the globe, the booklet includes greater than 450 pages of technical information at the most crucial implementation points relating to tremendous information. With the objective of facilitating the medical learn and engineering layout of massive information platforms, the ebook involves components. half I, huge information administration, addresses the real issues of spatial administration, information move, and information processing. half II, safeguard and privateness matters, offers technical info on protection, privateness, and responsibility. analyzing the cutting-edge of huge information over clouds, the publication provides a unique structure for attaining reliability, availability, and safety for providers working at the clouds. It provides technical descriptions of massive information versions, algorithms, and implementations, and considers the rising advancements in significant info purposes. every one bankruptcy contains references for additional research.

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In addition, HDFS is designed to support fault-tolerance in massive distributed data centers. Each block has a specified number of replicas that are distributed across different data nodes. The most common HDFS replication policy is to store three copies of each data block in a location-aware manner so that one replica is on a node in the local rack, the second replica on a node in a different rack, and the third replica on another node in the same different rack [3]. With such a policy, the data will be protected from node and rack failure.

16 16 18 19 19 20 21 22 22 23 25 27 28 28 29 30 31 31 ∗ This work is sponsored by the Assistant Secretary of Defense for Research and Engineering under Air Force Contract #FA8721-05-C-0002. Opinions, interpretations, recommendations and conclusions are those of the authors and are not necessarily endorsed by the United States Government. 15 16 Big Data: Storage, Sharing, and Security Deep dive into NewSQL technology . . . . . . . . .

2 Design . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 Performance . . . . . . . . . . . . . . . . . . . . . . . . 6 How to Choose the Right Technology . . . . . . . . . . . . . . . . . . . . . . . 7 Case Study of DBMSs with Medical Big Data . . . . . . . . . . . . . . . . . . . 8 Conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .

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