大数据相关技术原理资料整理（hdfs, spark, hbase, kafka, zookeeper, redis, hive, flink, k8s, OpenTSDB, InfluxDB, yarn）

2024-10-20 07:57:42

hdfs:

hdfs官方文档
深入理解HDFS的架构和原理 https://blog.csdn.net/kezhong_wxl/article/details/76573901
HDFS原理解析（总体架构，读写操作流程） http://www.cnblogs.com/duanxz/p/3874009.html
经典漫画讲解HDFS原理 https://blog.csdn.net/scdxmoe/article/details/50904881
独家 | 一文读懂Hadoop（二）HDFS（上） https://cloud.tencent.com/developer/article/1031641
Hadoop之HDFS面试题整理 https://blog.csdn.net/qq_37873221/article/details/80138658

插一个netty的帖子 Netty 实现原理浅析https://cloud.tencent.com/developer/article/1031640
*** ROC曲线和 AUC 直白详解 https://www.jianshu.com/p/11be7ff89d8f ***

spark

spark 官方文档
spark 面试题目详解 https://www.jianshu.com/p/7c892fd9da2b
spark面试总结1 https://www.cnblogs.com/Striverchen/p/10712710.html
spark面试总结2 https://www.cnblogs.com/Striverchen/p/10712716.html
spark面试总结3 https://www.cnblogs.com/Striverchen/p/10712723.html
spark面试总结4 https://www.cnblogs.com/Striverchen/p/10712729.html
Spark面试题整理 https://www.jianshu.com/p/7a8fca3838a4

hbase

官方文档
HBASE架构深度解析 https://www.cnblogs.com/ios1988/p/6266767.html
Hadoop 原理学习（5）HBase 架构与工作原理3 - HBase 读写与删除原理 https://blog.csdn.net/t894690230/article/details/80515426
Hbase面试的那些问题 https://blog.csdn.net/u013384984/article/details/80808353
HBase 框架学习之路 https://www.jianshu.com/p/562f67e36a21
【面试】HBase面试题 https://www.jianshu.com/p/e405ed781cab
hbase面试题 https://www.cnblogs.com/bigdata-stone/p/9374751.html （重点: 导致Hbase挂掉的场景）
Hbase常见面试题 https://blog.csdn.net/lp284558195/article/details/80406847
HBase基础的几个关键点--大概可能是面试题（7） https://blog.csdn.net/qiezikuaichuan/article/details/51718945
Hbase相关面试题 https://blog.csdn.net/HaixWang/article/details/79514886

kafka

官方文档
Kafka架构和原理深度剖析 https://www.cnblogs.com/feiyudemeng/p/9253983.html
kafka原理深入研究（转 ) https://www.cnblogs.com/xifenglou/p/7251112.html （重点：参考文章部分）
Kafka的架构原理，你真的理解吗？ https://www.jianshu.com/p/4bf007885116
深入剖析kafka架构内部原理 https://blog.csdn.net/lp284558195/article/details/80297208
kafka面试题整理 https://blog.csdn.net/u010705742/article/details/85695442
Kafka最全面试题整理|划重点要考 https://blog.csdn.net/u013256816/article/details/88550812
Kafka面试题总结 https://blog.csdn.net/Future_LL/article/details/88031600
14个最常见的Kafka面试题及答案【转】 https://www.cnblogs.com/paul8339/p/7412512.html
Kafka面试题 http://www.cnblogs.com/starcrm/p/10552183.html

zookeeper

ZooKeeper技术原理 https://blog.csdn.net/qq_38265137/article/details/80565177
ZooKeeper学习第六期---ZooKeeper机制架构 https://www.cnblogs.com/crazylqy/p/7132133.html
zookeeper工作原理、核心机制 https://blog.csdn.net/fenglongmiao/article/details/79305010
Zookeeper的关键机制的实现原理 https://blog.csdn.net/A_zhenzhen/article/details/78840416
zookeeper原理解析-选举 https://blog.csdn.net/u010154380/article/details/79275532
Zookeeper面试题 https://www.cnblogs.com/lanqiu5ge/p/9405601.html
谈一谈你对zookeeper 的理解 https://blog.csdn.net/qq_24871519/article/details/88261061
Zookeeper、Dubbo面试题总结 https://blog.csdn.net/chizizhixin/article/details/81867106
zookeeper任务与面试重点(含答案) https://yq.aliyun.com/articles/669673

hive

Hive原理总结（完整版） https://www.cnblogs.com/beiyi888/p/9592490.html

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