A-Salty-Fish / IotBigData

Graduation design To optimize the search and index of Iot Spatial-Temporal Big Data

Spatio-temporal big data storage and indexing of the Internet of Things

Undergraduate Graduation Project

Main Modules

Web Module

1. spring-boot (https://github.com/spring-projects/spring-boot)

• netty (https://github.com/netty/netty)

Data access module

1. clickhouse-jpa (https://github.com/A-Salty-Fish/clickhouse-jpa)
2. spring data elasticsearch jpa (https://github.com/spring-projects/spring-data-elasticsearch)
3. MapDB (https://github.com/jankotek/mapdb)

Codec Module

1. GeoHash （ use Google S2） (https://github.com/google/s2-geometry-library-java)

• NetWork Protocol for data transformation (https://github.com/A-Salty-Fish/protocolFish)

Cache Module

1. spring-boot-starter-data-redis (https://github.com/spring-projects/spring-data-redis)
2. caffeine (https://github.com/ben-manes/caffeine)

• Bloom Filter (https://github.com/MagnusS/Java-BloomFilter)
• HyperLogLog (https://github.com/prasanthj/hyperloglog)

Job Scheduler Module

1. Time Wheel (https://github.com/tk1949/timewheel4j)

Benchmark Module

1. JMH (https://github.com/openjdk/jmh)
2. jmeter (https://github.com/apache/jmeter)

Monitor Module (TODO)

1. spring-boot-starter-actuator
2. micrometer-registry-prometheus (https://github.com/micrometer-metrics/micrometer)
3. prometheus (https://github.com/prometheus/prometheus)
4. grafana (https://github.com/grafana/grafana)

Configuration Center Module (Deprecated)

1. apollo (https://github.com/apolloconfig/apollo)