performanceelasticsearchmodel-associations
How does the indexing and retrieving performance degrade with increase in data size in elastisearch Service?
I would like to know how the performance of the ElasticSearch service decreases/degrades with in size of the data increasing. Are there any metrics which indicates this?
Solution
It depends on
- number of nodes in you cluster (more power and ram, but more time on communication between nodes)
- document structure (complex structure longer to process)
- indexing settings and mappings
- volume of indexing/search queries (big volume of indexing query could slowdown search or oposite)
- hdd speed for databases not fit in memory
- type of search queries (simple CRUD queries, document search, aggregation and analytics)
I would suggest you to start with ElasticHQ and list of diagnostic metrics
and Marvel from Elasticsearch
It will give you an idea of potential bottlenecks
Fill free to ask more specific questions when you have them
ElasticSearch Usage Statistics from elasticsearch hq plugin
- GitHub REST API: Get issue based only on title
- How to accelerate the cross-correlation computation of two 2D matrices in Python?
- Parse JSON efficiently
- ADB stopping at <waiting for devices>
- How to increase the performance of a Database?
- std::find_if vs manual loop, which one is better?
- Redundant/Better Performance Code VS Optimized/Less Performance Code
- A Faster way of Directory walking instead of os.listdir?
- How to prevent automatic handling of newlines killing performance in Perl text output?
- Efficiently count lists with certain properties
- How to explain pandas higher performances compared to numpy with 500k+ rows?
- Series of if vs else-if statements benchmarking
- Will the C++20 spaceship operator be used for equality/inequality comparisons?
- When you have an AMD CPU, can you speed up code that uses the Intel-MKL?
- Debug vs. Release performance
- C Program Runs Surprisingly Slow
- ConcurrentDictionary.AddOrUpdate method in C# how efficient is it?
- Generating all permutations efficiently
- How to efficiently count the number of keys/properties of an object in JavaScript
- Optimizing The Exact Prime Number Theorem
- Does a mutating struct function create a new copy of self?
- Best Practices for Multiple OnEdit Functions
- Identifying data frame rows in R with specific pairs of values in two columns
- Can I (and do I ever want to) set the maximum heap size in .net?
- Is it bad practice to instantiate an IConfidentialClientApplication within a class?
- Is there a way to simplify this python code?
- Which is faster - C# unsafe code or raw C++
- I need more performance for int8 vector multiplication (Intel AVX-512)
- Why does the order of columns in the index has such a big impact in this case?
- Struggling to understand Data alignement