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The problem I have is - we need to process & change(update/insert) 55M Data every 2 min and this updated data to be available for Rest API for Filtering / Selection. Response time for Rest API should be less than 1 sec.
The most important factors for me are processing and storing time of 2 min. There need to be 2 views of Data One is for Selection & 2. Changed data.
Cassandrai love syclla for pet projects however it's license which is based on server model is an issue. thus i recommend cassandra
ScyllaDBBy 55M do you mean 55 million entity changes per 2 minutes? It is relatively high, means almost 460k per second. If I had to choose between Scylla or Cassandra, I would opt for Scylla as it is promising better performance for simple operations. However, maybe it would be worth to consider yet another alternative technology. Take into consideration required consistency, reliability and high availability and you may realize that there are more suitable once. Rest API should not be the main driver, because you can always develop the API yourself, if not supported by given technology.
ScyllaDBScylla can handle 1M/s events with a simple data model quite easily. The api to query is CQL, we have REST api but that's for control/monitoring
CassandraCassandra is quite capable of the task, in a highly available way, given appropriate scaling of the system. Remember that updates are only inserts, and that efficient retrieval is only by key (which can be a complex key). Talking of keys, make sure that the keys are well distributed.
Pros of Apache Ignite
- Written in java. runs on jvm4
- Free4
- Load balancing3
- Multiple client language support3
- Sql query support in cluster wide3
- Rest interface3
- High Avaliability3
- Better Documentation2
- Easy to use2
- Distributed compute1
- Distributed Locking1
Pros of Cassandra
- Distributed115
- High performance95
- High availability80
- Easy scalability74
- Replication52
- Multi datacenter deployments26
- Reliable26
- OLTP9
- Open source7
- Schema optional7
- Workload separation (via MDC)2
- Fast1
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Cons of Apache Ignite
Cons of Cassandra
- Reliability of replication3
- Updates1
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