Recommended Servers
Standalone Deployment Mode
Microservices
Strengths: Simple and fast deployment, low server resources and O&M costs.
Weaknesses: single point of failure, but it supports health checks and usually has self-recovery capabilities.
Recommended server configurations are as follows:
To ensure stable and efficient performance across diverse business scenarios, combined with multi-environment deployment practices and load performance, a clustered deployment is strongly recommended for production environments. If a standalone setup is necessary, the minimum memory configuration should be 48GB.
| Concurrency | Configuration | OS |
|---|---|---|
| Baseline Test | 8C/32G/40G system disk/100G SSD data disk | Debian 12 |
| ≤100 | 8C/48G/60G system disk/200G SSD data disk | Debian 12 |
| ≤200 | 16C/64G/60G system disk/200G SSD data disk | Debian 12 |
| ≤300 | 32C/64G/60G system disk/200G SSD data disk | Debian 12 |
| >300 | Recommended cluster deployment | - |
Flink Service
HDP, aggregation tables, and data integration require Flink. If you need to enable these features, it is recommended to deploy Flink independently. The recommended configuration is as follows:
| Number of synchronization tasks | Configuration | OS |
|---|---|---|
| 1～20 | 8C/32G/60G system disk/100G SSD data disk | Debian 12 |
| 1～50 | 16C/64G/60G system disk/100G SSD data disk | Debian 12 |
| 50 or above | Recommend deploying in cluster mode for easy horizontal scaling | - |
The larger the amount of data in the data source, the higher the required resource consumption may also need to be correspondingly increased
Milvus Service
The Vector Knowledge Base feature requires Milvus. If you need to enable this feature, it is recommended to deploy Milvus independently. The recommended configuration is as follows:
| Recommended Specification | Configuration | OS |
|---|---|---|
| Standard Configuration | 8C/32G/60G system disk/200G SSD data disk | Debian 12 |
| Enhanced Configuration | 16C/64G/60G system disk/400G SSD data disk | Debian 12 |
For larger vector data volumes, higher search concurrency, or heavier import workloads, you can choose the enhanced configuration. If HA, horizontal scaling, or long-term large-scale data workloads are required, cluster deployment is recommended.
Cluster Deployment Mode
Lite Edition (Concurrency 300+)
Strengths: save server resources and O&M costs, high availability of microservice clusters, and relatively independent deployment components, suitable for environments with limited resources or small-scale application scenarios.
Weaknesses: some component coupling, possible single point of failure of storage-related services.
Recommended server configurations are as follows:
| Usage | Configuration | OS | Deployed Service | Number |
|---|---|---|---|---|
| Load and Forward | 4C/8G/60G system disk/200G SSD data disk | Debian 12 | Nginx | 1 |
| Microservice Application | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Microservices | 2 |
| Middleware | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | Kafka, Elasticsearch, MinIO, file service | 1 |
| Data Storage | 8C/32G/60G system disk/300G SSD data disk | Debian 12 | MySQL, MongoDB, Redis | 1 |
| Data Synchronization (optional) | 8C/32G/60G system disk/200G SSD data disk | Debian 12 | Flink | 1 |
| Vector Search (optional) | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Milvus | 1 |
| Vector Service Component (optional) | 4C/8G/60G system disk/100G SSD data disk | Debian 12 | etcd | 1 |
Flink supports HDP, aggregation tables, and data integration. Milvus and etcd support the Vector Knowledge Base feature. If the corresponding features are not enabled, these optional servers do not need to be planned separately.
Standard Edition (Concurrency 600+)
Strengths: Having basic high availability capabilities, such as node redundancy and higher utilization of automatic fault tolerance, and being able to effectively utilize server resources. Suitable for most usage scenarios.
Weaknesses: There is interference and resource competition between different storage components, and attention should be paid to resource allocation and management.
Recommended server configurations are as follows:
| Usage | Configuration | OS | Deployed Services | Number |
|---|---|---|---|---|
| Load and Forward | 4C/8G/60G system disk/200G SSD data disk | Debian 12 | Nginx | 2 |
| Microservice Application | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Microservices | 3 |
| Cache | 4C/16G/60G system disk/200G SSD data disk | Debian 12 | Redis | 3 |
| Middleware | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | Kafka, Elasticsearch, MinIO, file service | 4 |
| Database | 8C/32G/60G system disk/300G SSD data disk | Debian 12 | MySQL, MongoDB | 3 |
| Data Synchronization (optional) | 8C/32G/60G system disk/200G SSD data disk | Debian 12 | Flink | 2 |
| Vector Search (optional) | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Milvus | 2 |
| Vector Service Component (optional) | 4C/8G/60G system disk/100G SSD data disk | Debian 12 | etcd | 3 |
Flink supports HDP, aggregation tables, and data integration. Milvus and etcd support the Vector Knowledge Base feature. If the corresponding features are not enabled, these optional servers do not need to be planned separately.
Professional Edition (Concurrency 1000+)
Strengths: At the same time of high availability, a single application architecture is adopted (only one component instance runs on each server) to improve reliability and performance, avoid interference and resource competition between different components, and also facilitate independent expansion and management of each component.
Weaknesses: The server resources and maintenance costs are relatively high.
Recommended server configurations are as follows:
| Usage | Configuration | OS | Deployed Service | Number |
|---|---|---|---|---|
| Load and Forward | 4C/8G/60G system disk/200G SSD data disk | Debian 12 | Nginx | 2 |
| Microservice Application | 24C/64G/60G system disk/300G SSD data disk | Debian 12 | Microservices | 5 |
| Cache | 8C/32G/60G system disk/200G SSD data disk | Debian 12 | Redis | 3 |
| Message queue | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | Kafka | 3 |
| Full-text search | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | Elasticsearch | 3 |
| File Storage | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | MinIO, HAP file service | 4 |
| RDB | 8C/16G/60G system disk/200G SSD data disk | Debian 12 | MySQL | 3 |
| NoSQL | 32C/64G/60G system disk/500G SSD data disk | Debian 12 | MongoDB | 3 |
| Data Synchronization (optional) | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Flink | 3 |
| Vector Search (optional) | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Milvus | 3 |
| Vector Service Component (optional) | 4C/16G/60G system disk/100G SSD data disk | Debian 12 | etcd | 3 |
Flink supports HDP, aggregation tables, and data integration. Milvus and etcd support the Vector Knowledge Base feature. If the corresponding features are not enabled, these optional servers do not need to be planned separately.
HyperScale Ultimate Edition (Concurrency 1000+, multiple availability zones)
Strengths: Based on the professional edition, it has high availability and disaster recovery capabilities through redundant deployment across regions and availability zones, ensuring business continuity.
Weaknesses: High server resources and maintenance costs, performance affected by network latency.
Recommended server configurations are as follows:
| Usage | Configuration | OS | Deployed Service | Number |
|---|---|---|---|---|
| Load and Forward | 4C/8G/60G system disk/200G SSD data disk | Debian 12 | Nginx | 3 |
| Microservice Application | 24C/64G/60G system disk/300G SSD data disk | Debian 12 | Microservices | 6 |
| Cache | 8C/32G/60G system disk/200G SSD data disk | Debian 12 | Redis | 5 |
| Message queue | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | Kafka | 5 |
| Full-text search | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | Elasticsearch | 5 |
| File Storage | 8C/32G/60G system disk/500G SSD data disk | Debian 12 | File Object Storage | 8 |
| RDB | 8C/16G/60G system disk/200G SSD data disk | Debian 12 | MySQL | 5 |
| NoSQL | 32C/64G/60G system disk/500G SSD data disk | Debian 12 | MongoDB | 5 |
| Data Synchronization (optional) | 16C/64G/60G system disk/200G SSD data disk | Debian 12 | Flink | 5 |