基本信息
源码名称:Big Data Principles and Best Practices of Scalable Realtime Data Systems by Nathan Marz WITH James Warren(pradyutvam2)[CPU.pdf
源码大小:7.40M
文件格式:.pdf
开发语言:Java
更新时间:2021-07-18
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源码介绍
brief contents 1 ■ A new paradigm for Big Data 1 PART 1BATCH LAYER.................................................................25 2 ■ Data model for Big Data 27 3 ■ Data model for Big Data: Illustration 47 4 ■ Data storage on the batch layer 54 5 ■ Data storage on the batch layer: Illustration 65 6 ■ Batch layer 83 7 ■ Batch layer: Illustration 111 8 ■ An example batch layer: Architecture and algorithms 139 9 ■ An example batch layer: Implementation 156 PART 2SERVING LAYER ............................................................177 10 ■ Serving layer 179 11 ■ Serving layer: Illustration 196 Licensed to Mark Watson <nordickan@gmail.com> iv BRIEF CONTENTS PART 3SPEED LAYER ................................................................205 12 ■ Realtime views 207 13 ■ Realtime views: Illustration 220 14 ■ Queuing and stream processing 225 15 ■ Queuing and stream processing: Illustration 242 16 ■ Micro-batch stream processing 254 17 ■ Micro-batch stream processing: Illustration 269 18 ■ Lambda Architecture in depth 284