I have seen that AGE is good for graph projects but while doing something I was getting few performance issues with some Queries. Now I really want to really optimize the Apache age in order to minimize the usage of the resource and increase the query performance.
In this regard, I want to know some good techniques to increase and optimize the performance using Apache age. Also, are there any things to be avoided while optimizing the Age’s performance?
2
Answers
There are Various ways to do this
There is complete Blog On this source to blog
You can check this out
When question is about performance of db queries the first thing is to use proper indexing.
Second do not make extra db calls and make sure if you are running more than one query at a time then run in parallel to reduce cost.
Always use limit to fetch number of results let suppose you have 1000 record do not fetch all record at once Apply limit.
Various Optimization techniques you can apply to get best OUTPUT. From them, some hardware and software techniques are described here.
From the Optimization techniques, Indexing is more important. Depending on use case, AGE supports indexing on vertex and edge properties, and you can choose between different types of indexes, such as B-trees or Generalized Inverted Index.
Again, for hardware optimation, you need to consider resource allocation such as CPU cores, memory, and storage, can have a significant impact on AGE’s performance. Monitor and adjust resource allocations based on the size and complexity of your graph data. As well as using hardware accelerators, such as GPUs, for certain graph processing tasks.