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Adoption of TiDB: Significant Reduction in Infrastructure Costs
What do you like best about the product?
There are a lot of useful features. I will bring up the 4 top most useful features for us:
1. MySQL compatibility
2. Built-in high availability
3. Horizontal scaling
4. Built-in CDC (Change Data Capture)
1. MySQL compatibility
2. Built-in high availability
3. Horizontal scaling
4. Built-in CDC (Change Data Capture)
What do you dislike about the product?
At the time this review written, TiDB lack of Postgres compatibility and not support any kind of stored procedure
What problems is the product solving and how is that benefiting you?
Our initial use case for TiDB was to handle traffic spikes in our courier system during double-date sales events.
Whenever traffic spiked, our database would struggle. We had already implemented tuning, indexing, housekeeping, and other optimizations, but they still weren’t enough. Eventually, we attempted to distribute traffic based on different regions, which worked and remained stable for several months. However, this solution became costly since we had to multiply our database instances significantly.
The main challenge for us was simulating double-date conditions with a load twice as high as our peak traffic, which caused database issues—hitting **30K QPS**.
Whenever traffic spiked, our database would struggle. We had already implemented tuning, indexing, housekeeping, and other optimizations, but they still weren’t enough. Eventually, we attempted to distribute traffic based on different regions, which worked and remained stable for several months. However, this solution became costly since we had to multiply our database instances significantly.
The main challenge for us was simulating double-date conditions with a load twice as high as our peak traffic, which caused database issues—hitting **30K QPS**.
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The agile data platfoem powered by TiDB
What do you like best about the product?
Overall we are satisfied with TiDB adoption. TiDB has many good features I love, here I highlight some top useful features for our company: 1. Finalcial-grade HA; 2. Online elastic expansion and contraction; 3. Support high concurrency and analytics workload; 4. Rich ecosystem of useful tools.
What do you dislike about the product?
1. Lack of data compression capability; 2. TiFlash testing performance is not good enough, and it requies much higher hardware resource.
What problems is the product solving and how is that benefiting you?
Due to MySQL single instance has bottleneck of storage and it needs sharding tasks, it can not support the rapid growing data. TiDB can support horiztontal scalability and high concurrency scenarios.
TiDB supports data consolidation use case perfectly
What do you like best about the product?
Easy to use because it is highly compatible with MySQL protocol, reduces the costs of operations and migration.
It can consolidate all upstream MySQL instance data in one TiDB cluster, we do not need to care about underlying data sharding.
One-stack HTAP simplifies the data stack.
And good technical support.
It can consolidate all upstream MySQL instance data in one TiDB cluster, we do not need to care about underlying data sharding.
One-stack HTAP simplifies the data stack.
And good technical support.
What do you dislike about the product?
For some complex analysis queries, the pressure of TiKV storage resource is still relatively large.
Lack of robust resource control capabilities in current v6 version.
Lack of robust resource control capabilities in current v6 version.
What problems is the product solving and how is that benefiting you?
The challenges include: The data volume of a single table exceeds 100M, so the performance of standalone MySQL cannot meet the requirements, and doing sharding has increased the complexity. By adopting TiDB, we just simply add new nodes that can achieve horizontal expansion of cluster, to address high concurrency and massive data scenarios more easily.
TiDB is a good fit for enterprise big data platform
What do you like best about the product?
As a DBA with a foundation in MySQL, moving to TiDB requires almost no learning cost and is very user-friendly.
Each component in the TiDB cluster has achieved high availability design.
The Resource Control feature was good for the multi-tenant needs of different businesses.
Each component in the TiDB cluster has achieved high availability design.
The Resource Control feature was good for the multi-tenant needs of different businesses.
What do you dislike about the product?
Upgrading across major versions may encounter some unknown issues.
What problems is the product solving and how is that benefiting you?
The performance of single node MySQL will be limited in scenarios such as high concurrency writes and complex SQL queries, and it can not support direct delivery of data to Flink. By moving to TiDB, we built a real-time data warehouse framework with Flink which applied for the enterprise data hub.
A shardless database
What do you like best about the product?
mysql compatible, minimizing migration costs and leveraging mysql ecosystem.
scales horizontally to accommodate growth.
high available for 24/7 logistics needs.
scales horizontally to accommodate growth.
high available for 24/7 logistics needs.
What do you dislike about the product?
lacks ui managemet tool, requiring periodic command review for command-line usage.
tiflash is somewhat limited and needs improvement
tiflash is somewhat limited and needs improvement
What problems is the product solving and how is that benefiting you?
logistics data requires multi-dimensional queries, making traditional sharded databases solutions inadequate
The agile data platform powered by TiDB
What do you like best about the product?
1. The distributed architecture provides seamless scalability, making the data platform more agile.
2. One stack real-time HTAP capability
3. It is compatible with MySQL protocol, we do not change the app codes.
4. Avoid the cloud vendor lock-in, and the support team is good.
2. One stack real-time HTAP capability
3. It is compatible with MySQL protocol, we do not change the app codes.
4. Avoid the cloud vendor lock-in, and the support team is good.
What do you dislike about the product?
1. The sync diff function is imperfect and cannot compare the json and timestamp fields.
2. There is no mechanism for redirecting to TiKV when TiFlash is down, it will cause some query problems.
2. There is no mechanism for redirecting to TiKV when TiFlash is down, it will cause some query problems.
What problems is the product solving and how is that benefiting you?
The traditional databases needs to rely on application layer implementation for read-write separation and sharding, it brings challenges such as data fragmentation and high operation and maintenance costs. With TiDB distributed database, we have built a reliable, flexible and scalable data platform.
TiDB HTAP enables real-time insights
What do you like best about the product?
TiDB's HTAP capability enables real-time analytics based on the transactional data, it is very important for us to generate instant insights and make decisions.
Horizontal scaling is another one, it benefits us to manage the workload efficiently.
Horizontal scaling is another one, it benefits us to manage the workload efficiently.
What do you dislike about the product?
1. TiDB needs to enhance the optimization for wide table use case.
2. The management console can integrate more clinic and monitoring tools to simply daily operations.
2. The management console can integrate more clinic and monitoring tools to simply daily operations.
What problems is the product solving and how is that benefiting you?
The legacy infrastructure was challenged by data processing, real-time analytics, and scalability during peak business hours. TiDB addressed these issues and improved operational efficiency.
A financial-grade distributed database
What do you like best about the product?
By moved to distributed database TiDB, it has been simplified our operational workloads. The best I like include its native high-availability and disaster recovery of 3 data centers in 2 locations.
What do you dislike about the product?
Some issue happened during executing complex queries.
High requirements of hardware disks for storage nodes.
High requirements of hardware disks for storage nodes.
What problems is the product solving and how is that benefiting you?
The distributed database transformation meets the requirements of industry policies and regulations.
It solves the challenges of financial-grade high availability and the inability to scale traditional single node databases.
It solves the challenges of financial-grade high availability and the inability to scale traditional single node databases.
TiDB is offering strong stability and scalability in our business
What do you like best about the product?
Good stability and scalability.
Easy to adopt data from MySQL.
Easy to be deployed in Kubernetes cluster using TiDB operator.
Offering OLAP features speeding up our statistics.
Easy to adopt data from MySQL.
Easy to be deployed in Kubernetes cluster using TiDB operator.
Offering OLAP features speeding up our statistics.
What do you dislike about the product?
Resource consumption is a little high.
There is a certain threshold for operation and maintenance.
There is a certain threshold for operation and maintenance.
What problems is the product solving and how is that benefiting you?
Our data is growing quickly, and we need a database that can scale horizontally with no pain.
We need a central database containing all data together in difference service to do some statistics and analysis.
We need a central database containing all data together in difference service to do some statistics and analysis.
TiDB is MySQL-compatible and solves the problem of scaling up large MySQL instances.
What do you like best about the product?
TiDB solves the issue of MySQL’s large single instances being unable to scale up.
TiDB provides a relatively convenient way to scale up and down.
TiDB provides a relatively convenient way to scale up and down.
What do you dislike about the product?
TiDB is a bit more expensive.
TiDB requires powerful hardware.
TiDB requires powerful hardware.
What problems is the product solving and how is that benefiting you?
TiDB leverages a distributed architecture to solve the problem of slow scaling with single-instance MySQL, and delivers superior performance in most scenarios.
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