# thetumbled's library

## Practical Optimization of Apache Pulsar

- [Practical Optimization of Apache Pulsar](https://tumbleds-library.gitbook.io/thetumbleds-library/readme.md)
- [Introduction](https://tumbleds-library.gitbook.io/thetumbleds-library/introduction.md)
- [Chapter 1 Load Balancing Algorithm - Introduction](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-1-load-balancing-algorithm.md)
- [1. Introduction](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-1-load-balancing-algorithm/1.-introduction.md)
- [2. Deficiencies of the Old Algorithms](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-1-load-balancing-algorithm/2-deficiencies-of-the-old-algorithms.md)
- [3. The Birth of AvgShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-1-load-balancing-algorithm/3-the-birth-of-avgshedder.md)
- [4. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-1-load-balancing-algorithm/4-summary.md)
- [Chapter 2 Load Balancing Algorithm - LoadSheddingStrategy](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-2-load-balancing-algorithm-principles-and-analysis-load-shedding-strategy.md)
- [1. ThresholdShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-2-load-balancing-algorithm-principles-and-analysis-load-shedding-strategy/1.-thresholdshedder.md)
- [2. OverloadShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-2-load-balancing-algorithm-principles-and-analysis-load-shedding-strategy/2.-overloadshedder.md)
- [3. UniformLoadShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-2-load-balancing-algorithm-principles-and-analysis-load-shedding-strategy/3.-uniformloadshedder.md)
- [4. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-2-load-balancing-algorithm-principles-and-analysis-load-shedding-strategy/4.-summary.md)
- [Chapter 3 Load Balancing Algorithm - Placement Strategy](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-3-load-balancing-algorithm-principles-and-analysis-placement-strategy.md)
- [1. LeastLongTermMessageRate](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-3-load-balancing-algorithm-principles-and-analysis-placement-strategy/1.-leastlongtermmessagerate.md)
- [2. LeastResourceUsageWithWeight](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-3-load-balancing-algorithm-principles-and-analysis-placement-strategy/2.-leastresourceusagewithweight.md)
- [3. Strategy Selection](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-3-load-balancing-algorithm-principles-and-analysis-placement-strategy/3.-strategy-selection.md)
- [4. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-3-load-balancing-algorithm-principles-and-analysis-placement-strategy/4.-summary.md)
- [Chapter 4 Load Balancing Algorithm - Experimental Verification](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-4-load-balancing-algorithm-experimental-verification.md)
- [1. UniformLoadShedder + LeastLongTermMessageRate](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-4-load-balancing-algorithm-experimental-verification/1.-uniformloadshedder-+-leastlongtermmessagerate.md)
- [2. ThresholdShedder + LeastResourceUsageWithWeight](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-4-load-balancing-algorithm-experimental-verification/2.-thresholdshedder-+-leastresourceusagewithweight.md)
- [3. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-4-load-balancing-algorithm-experimental-verification/3.-summary.md)
- [Chapter 5 Load Balancing Algorithm - AvgShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder.md)
- [1. Scoring Algorithm](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/1.-scoring-algorithm.md)
- [2. Multiple Times Trigger](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/2.-multiple-times-trigger.md)
- [3. Placement Strategy](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/3.-placement-strategy.md)
- [4. Production Effect](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/4.-production-effect.md)
- [5. Comparative Experiment](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/5.-comparative-experiment.md)
- [6. Algorithm Rating](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/6.-algorithm-rating.md)
- [7. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-5-load-balancing-algorithm-avgshedder/7.-summary.md)
- [Chapter 6 Load Balancing Algorithm - Practical Manual](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-6-load-balancing-algorithm-practical-manual.md)
- [1. Configuration](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-6-load-balancing-algorithm-practical-manual/1.-configuration.md)
- [2. Monitoring](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-6-load-balancing-algorithm-practical-manual/2.-monitoring.md)
- [3. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-6-load-balancing-algorithm-practical-manual/3.-summary.md)
- [Chapter 7 Production-side Delay Queue](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-7-production-side-delay-queue.md)
- [1. Introduction](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-7-production-side-delay-queue/1.-introduction.md)
- [2. Usage](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-7-production-side-delay-queue/2.-usage.md)
- [3. Principle Analysis](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-7-production-side-delay-queue/3.-principle-analysis.md)
- [4. Summary](https://tumbleds-library.gitbook.io/thetumbleds-library/chapter-7-production-side-delay-queue/4.-summary.md)

* [Apache Pulsar 优化实战](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/readme.md)
* [介绍](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/jie-shao.md)
* [第一章 负载均衡算法--入门](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-yi-zhang-fu-zai-jun-heng-suan-fa-ru-men.md)
* [1. 介绍](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-yi-zhang-fu-zai-jun-heng-suan-fa-ru-men/1.-jie-shao.md)
* [2. 旧算法的缺陷](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-yi-zhang-fu-zai-jun-heng-suan-fa-ru-men/2.-jiu-suan-fa-de-que-xian.md)
* [3. AvgShedder的诞生](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-yi-zhang-fu-zai-jun-heng-suan-fa-ru-men/3.-avgshedder-de-dan-sheng.md)
* [4. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-yi-zhang-fu-zai-jun-heng-suan-fa-ru-men/4.-zong-jie.md)
* [第二章 负载均衡算法--卸载策略LoadSheddingStrategy](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-er-zhang-fu-zai-jun-heng-suan-fa-xie-zai-ce-le-loadsheddingstrategy.md)
* [1. ThresholdShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-er-zhang-fu-zai-jun-heng-suan-fa-xie-zai-ce-le-loadsheddingstrategy/1.-thresholdshedder.md)
* [2. OverloadShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-er-zhang-fu-zai-jun-heng-suan-fa-xie-zai-ce-le-loadsheddingstrategy/2.-overloadshedder.md)
* [3. UniformLoadShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-er-zhang-fu-zai-jun-heng-suan-fa-xie-zai-ce-le-loadsheddingstrategy/3.-uniformloadshedder.md)
* [4. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-er-zhang-fu-zai-jun-heng-suan-fa-xie-zai-ce-le-loadsheddingstrategy/4.-zong-jie.md)
* [第三章 负载均衡算法--放置策略PlacementStrategy](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-san-zhang-fu-zai-jun-heng-suan-fa-fang-zhi-ce-le-placementstrategy.md)
* [1. LeastLongTermMessageRate](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-san-zhang-fu-zai-jun-heng-suan-fa-fang-zhi-ce-le-placementstrategy/1.-leastlongtermmessagerate.md)
* [2. LeastResourceUsageWithWeight](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-san-zhang-fu-zai-jun-heng-suan-fa-fang-zhi-ce-le-placementstrategy/2.-leastresourceusagewithweight.md)
* [3. 策略选择](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-san-zhang-fu-zai-jun-heng-suan-fa-fang-zhi-ce-le-placementstrategy/3.-ce-le-xuan-ze.md)
* [4. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-san-zhang-fu-zai-jun-heng-suan-fa-fang-zhi-ce-le-placementstrategy/4.-zong-jie.md)
* [第四章 负载均衡算法--实验验证](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-si-zhang-fu-zai-jun-heng-suan-fa-shi-yan-yan-zheng.md)
* [1. UniformLoadShedder + LeastLongTermMessageRate](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-si-zhang-fu-zai-jun-heng-suan-fa-shi-yan-yan-zheng/1.-uniformloadshedder-+-leastlongtermmessagerate.md)
* [2. ThresholdShedder + LeastResourceUsageWithWeight](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-si-zhang-fu-zai-jun-heng-suan-fa-shi-yan-yan-zheng/2.-thresholdshedder-+-leastresourceusagewithweight.md)
* [3. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-si-zhang-fu-zai-jun-heng-suan-fa-shi-yan-yan-zheng/3.-zong-jie.md)
* [第五章 负载均衡算法--AvgShedder](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder.md)
* [1. 打分算法](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/1.-da-fen-suan-fa.md)
* [2. 多次触发](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/2.-duo-ci-chu-fa.md)
* [3. 放置策略](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/3.-fang-zhi-ce-le.md)
* [4. 线上效果](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/4.-xian-shang-xiao-guo.md)
* [5. 对比实验](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/5.-dui-bi-shi-yan.md)
* [6. 评分](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/6.-ping-fen.md)
* [7. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-wu-zhang-fu-zai-jun-heng-suan-fa-avgshedder/7.-zong-jie.md)
* [第六章 负载均衡算法--使用指南](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-liu-zhang-fu-zai-jun-heng-shi-yong-zhi-nan.md)
* [1. 配置](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-liu-zhang-fu-zai-jun-heng-shi-yong-zhi-nan/1.-pei-zhi.md)
* [2. 监控](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-liu-zhang-fu-zai-jun-heng-shi-yong-zhi-nan/2.-jian-kong.md)
* [3. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-liu-zhang-fu-zai-jun-heng-shi-yong-zhi-nan/3.-zong-jie.md)
* [第七章 生产端延迟队列](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-qi-zhang-sheng-chan-duan-yan-chi-dui-lie.md)
* [1. 延迟队列介绍](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-qi-zhang-sheng-chan-duan-yan-chi-dui-lie/1.-yan-chi-dui-lie-jie-shao.md)
* [2. 使用方式](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-qi-zhang-sheng-chan-duan-yan-chi-dui-lie/2.-shi-yong-fang-shi.md)
* [3. 原理分析](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-qi-zhang-sheng-chan-duan-yan-chi-dui-lie/3.-yuan-li-fen-xi.md)
* [4. 总结](https://tumbleds-library.gitbook.io/thetumbleds-library/practical-optimization-of-apache-pulsar-1/apache-pulsar-you-hua-shi-zhan/di-qi-zhang-sheng-chan-duan-yan-chi-dui-lie/4.-zong-jie.md)


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