99国产精品欲av蜜臀,可以直接免费观看的AV网站,gogogo高清免费完整版,啊灬啊灬啊灬免费毛片

網(wǎng)易首頁 > 網(wǎng)易號 > 正文 申請入駐

Turning Code into Cash China’s Open-Source DB Biz Challenge

0
分享至



As the digital economy booms, databases—those silent workhorses storing and processing the world’s data—are evolving fast. And in China, open-source databases are at the forefront of that shift. Pushed by national goals of technological self-reliance, Chinese developers are moving fast and breaking ground. But one question still looms large: how do you make money from software you’re giving away for free?

Why Open-Source Is Booming—But Still Hard to Implement?

Open-source has gone mainstream in China’s tech industry, and database systems are very much part of that movement. Today, open-source communities have become a go-to place for technical personnel, which help build trust and increase communication efficiency significantly. For basic software vendors, open-source is an inevitable choice. When both sides of a partnership can see the code, track development in real time, and interact in open forums, it removes the fear of vendor lock-in. That transparency lets everyone focus on what matters—building real features, understanding the market, and co-developing products with customers from the ground up.

Peter Levine, an entrepreneur and former Senior Vice President of Cloud Services and Data Centers at Citrix, once proposed that “the history of open source highlights that its rise is due to a virtuous cycle of technology and business innovation… The full potential of open source is only realized when technological innovation is paired with commercial innovation.” Commercialization and open-source communities are beneficiaries of a win-win outcome. For the daily operation of open-source communities, commercialization can support the maintenance and management of open-source communities, cover expenses such as developer groups, technical facilities, and training, therefore achieve the sustainable development of the community. In turn, thriving open-source communities expand the market footprint for commercial offerings.

The combination of open-source and commercialization is creating a more free and diverse professional ecosystem for developers. It carries the vision of many independent developers: to achieve value returns through open collaboration and continuous innovation without relying on large organizations. To achieve this, only the deep integration of the open-source mechanism and a sustainable business model can make it a reality.

Chinese open-source database communities such as TiDB and openGauss have made remarkable progress in technological innovation as well as industry application. According to the "2024 Trusted Database Development Conference," China’s database market has grown to over 52.24 billion yuan (around $7.2 billion USD). As of June 2024, there are 518 database product providers globally, with China and the United States leading the way—each home to 167 companies, accounting for 32.2% of the global total.



Enterprise Numbers

Global Distribution Ratio of Database Enterprises

Source: CCSA TC601 Big Data Technology Standards Promotion Committee, June 2024

In the United States, open-source and commercial database vendors are split roughly down the middle. In China, however, the distribution skews heavily toward commercial offerings—a striking 83.6% of database companies are commercially oriented, while only 16.4% are open-source. That gap underscores the untapped potential for open-source databases to grow in China in the years ahead.



Source: CCSA TC601 Big Data Technology Standards Promotion Committee, June 2024

China's database market is growing rapidly, but globally, foreign vendors still dominate the commercial space. According to a report by China Daily, in 2024, China’s commercial database market accounts for just 7.6% of the global total, while foreign commercial databases such as Oracle and SQL Server still dominate more than 70% of the market share.

For large enterprises, databases are core systems related to business security and continuity. Compared with commercial databases such as Oracle, IBM DB2, and SQL Server—which have had decades to mature and entrench themselves in enterprise stacks— China's domestic open-source products still struggle to prove they can scale reliably in commercial environments. That makes large-scale migration a hard sell. At the same time, open-source databases often get stuck in a familiar trap: after years of being seen as “free by nature,” they struggle to convince users to pay—even when the service is solid.

Viewing it from the scale of technical service, the current profit model of mainstream open-source databases still rely on "labor-intensive" offerings such as technical support, customized development kits, and operation and maintenance services. However, this model is limited by human resources and delivery capabilities, making it difficult to scale or replicate efficiently.

Striking a balance between standardization and customized client needs remains a major challenge for vendors. Compared with mature open-source communities in Europe and the United States, China's local open-source ecosystem is still in its early stage—lacking sustained investment and well-established feedback loops in areas like community operations, developer incentives, and standards development. As a result, enterprises often spend a lot of money investing in the ecosystem, but hard to earn revenue from it.

Typical Cases: Monetization Paths of TiDB, openGauss, and Other Vendors

Despite the difficult environment, some leading open-source database vendors in China are still exploring feasible commercial paths. Notably, TiDB and openGauss have each taken distinct approaches: from “technology plus cloud services,” to “policy-driven and scenario-based offerings,” to “security compliance wrapped in proprietary tech.”

TiDB is an open-source distributed relational database independently designed and developed by PingCAP. It is also one of the earliest distributed database projects in China to gain global traction. Technically, TiDB is known for supporting HTAP (Hybrid Transactional and Analytical Processing)—a system that enables both real-time transactional processing and analytical queries in a single architecture. By merging these workloads within one unified engine or collaborative framework, TiDB minimizes data duplication and latency.

On the business side, PingCAP has moved beyond the typical “sell support services” model that many open-source projects rely on. By launching the TiDB Cloud platform, it packages database products into subscription-based "Database as a Service (DBaaS)" and provides lightweight versions such as Serverless Tier to reduce use threshold for customers. At the same time, PingCAP has also built TiDB Playground for developers to try out for free, encouraging a natural path from exploration to paid adoption. As of April 2025, TiDB has provided services to more than 4,000 leading enterprises from more than 25 countries and regions around the world, covering many key fields such as finance, telecommunications, manufacturing, energy, catering, medical care, and the Internet.

More strategically, TiDB has been doubling down on scenario-based customization. For example, it created a "database laboratory" with Yum China. For the obvious peak and valley scenarios in the catering industry, TiDB optimizes the performance of the order peak period of KFC's weekly discount day "Crazy Thursday" operated by Yum to help customers achieve cost reduction and efficiency improvement. In the international market, TiDB is also expanding its business in Japan, Southeast Asia, and North America and providing tailored services for compliance requirements such as GDPR (General Data Protection Regulation). In many ways, TiDB is borrowing a page from global players like Snowflake and MongoDB—positioning itself to build a product-led, service-backed business model that scales sustainably.

In contrast, openGauss is more closely aligned with China’s domestic tech substitution strategy. As an open-source database project led by Huawei, openGauss is built on PostgreSQL, emphasizing self-reliance and control. With strong policy backing, its path to commercialization is clearer. According to the research data of Frost & Sullivan, an American business consulting firm, in 2024, openGauss won a 30.2% in the "offline centralized relational database" market. Its enterprise distribution version accounted for 28.5% of relational database deployments, surpassing both MySQL and PostgreSQL to become the top open-source route—and a clear front-runner in China’s domestic alternatives landscape.

In terms of commercial application, openGauss has joined hands with DingTalk to launch an all-in-one AI vector database appliance—integrating the engine with higher-layer applications to streamline deployment and simplify operations. at the same time, it also collaborated with China Mobile to release the "PanWeiDB All-in-One Machine," enabling minute-level deployment for small and mid-sized businesses, especially those lacking technical staff and experience. In addition, openGauss has also promoted the national "Basic Software Hundred Schools Seed Plan," jointly training more than 40,000 database talents with universities, laying a foundation for the sustainable development of the ecosystem.

If TiDB represents the “startup model”—a product- and tech-driven company scaling toward a global footprint—then openGauss is more like a "national team player" led by policies and deeply embedded in government procurement channels, regulatory alignment, and standardized ecosystem-building.

What China Can Learn from International Open-Source Companies?

From an international perspective, open-source database vendors such as MongoDB, PostgreSQL, and Redis Labs have largely adopted a commercial strategy based on the “Open Core + Cloud Services” model. In this approach, core code is open to the community, while the enterprise version and value-added tools are packaged and sold as commercial offerings. MongoDB is perhaps the most representative example of this model— its revenue evolution over the past three years clearly illustrates how the open-source community maintains the free core product, while the enterprise edition generates stable income through extended features and managed cloud services. The share of revenue from services continues to rise, creating a self-reinforcing business loop. By comparison, many Chinese open-source database vendors are still in the early stages, and some projects have not even achieved sustainable revenue.



MongoDB Financial Data (2022–2024, Unit: 100 million US dollars)
Source: MangoDB Financial Report

But China is not without advantages. Thanks to the twin forces of diverse real-world deployment scenarios and strong policy support, local open-source databases have a market with significant depth and long-term potential. At present, the substitution of databases in industries such as finance, telecommunications, energy, government, medical care, and transportation is accelerating in an all-round way. Taking openGauss as an example, it has achieved stable deployment in the Ministry of Industry and Information Technology, the State Taxation Administration, some joint-stock banks, and the three major mobile operators. OceanBase is another standout—it has doubled its customer base for four consecutive years, driven by its dual public and private cloud engines, with major deployments at Postal Savings Bank of China, China UnionPay, and Ant Group.



DB-Engines Document Storage Ranking
Source: DB-Engines.com, June 2025

The Road Ahead for China's Open-Source Databases

Facing challenges, China's open-source database community is trying to explore diversified business models. A sustainable path forward may emerge from three key areas:

First, is deeper investment in technology and collaborative innovation in the ecosystem. Projects such as TiDB and openGauss have launched the research and development of next-generation database technologies, such as fully encrypted databases, vector databases, and HTAP architecture upgrades, which not only respond to user performance and security needs but also help form technical barriers. At the same time, integrating resources through open-source foundations such as the OpenAtom Foundation and promoting cross-enterprise collaboration and community activity will help form a more vibrant technical ecosystem.

Second, a shift toward platform-based product offerings. Inspired by Snowflake’s usage-based pricing model, Chinese vendors are beginning to experiment with pay-as-you-go billing, coupled with AI-driven automation tools for operations and maintenance. Vertical scenarios are mutually integrated, and "database + industry" solutions are launched for vertical industries such as medical care, transportation, and manufacturing. For example, openGauss has partnered with Sinosoft to co-develop medical all-in-one machines, achieving a 5-fold improvement in operation and maintenance efficiency.

Finally, building out a complete ecosystem and commercial model. As a key area of information technology innovation, databases will continue to receive policy support in the future. Databases based on BSD-style open-source licenses—which allow for both openness and proprietary commercialization—are becoming preferred options in government procurement. This structure enables vendors to retain self-reliance and control, while still monetizing their products and expanding their market reach.

Policy-wise, local governments and financial departments have introduced tangible incentives to support the development of domestic databases. In Beijing, companies can receive subsidies of up to 10% of the actual procurement amount, up to 30 million yuan, for being the first to successfully implement solutions in key industry scenarios. The city has also established a dedicated “database” product category in its procurement system, giving a reward of 250,000 yuan to each of the top 20 projects. In addition, at the end of 2023, the Ministry of Finance and the Ministry of Industry and Information Technology jointly issued the government procurement standards for desktop computers, servers, and database products, clearly incorporating security and reliability evaluation requirements into the procurement scope of party and government organs above the county and township level, creating a larger market space for domestic databases.

On the talent side, professional certification systems (such as PGCA and TiDB developer certification) are playing an increasingly important role in upgrading the industry. Through school-enterprise cooperation, training platforms, and other means, the skill base of practitioners is steadily improving, ensuring a stronger talent pipeline for the promotion and deployment of domestic databases.

In the long run, the key to commercializing open-source databases lies in earning users’ willingness to pay for real value—not simply because the products are domestic, or backed by policy support. Only with outstanding product quality, standardized services, and a healthy ecosystem can China’s open-source databases evolve from backup options into world-class infrastructure competitors.

特別聲明:以上內(nèi)容(如有圖片或視頻亦包括在內(nèi))為自媒體平臺“網(wǎng)易號”用戶上傳并發(fā)布,本平臺僅提供信息存儲服務。

Notice: The content above (including the pictures and videos if any) is uploaded and posted by a user of NetEase Hao, which is a social media platform and only provides information storage services.

相關推薦
熱點推薦
恒大負債1萬億降至2596億,房企巨頭清債680億

恒大負債1萬億降至2596億,房企巨頭清債680億

李橑在北漂
2025-07-09 16:38:37
從欠債離婚到跑贏人生:穿8元鞋吃5元面,1000天跑步2萬公里!

從欠債離婚到跑贏人生:穿8元鞋吃5元面,1000天跑步2萬公里!

馬拉松跑步健身
2025-07-25 21:04:57
娃哈哈家族大戰(zhàn)終于真相大白了!原來從頭到尾都是場鬧劇

娃哈哈家族大戰(zhàn)終于真相大白了!原來從頭到尾都是場鬧劇

史書無明
2025-07-26 08:01:47
為什么日本這么害怕《波茨坦公告》的第八條?

為什么日本這么害怕《波茨坦公告》的第八條?

歷史有些事兒
2025-07-26 09:46:32
美軍最怕的事來了!93大閱兵要亮全球最強洲際導彈,民兵3靠邊站

美軍最怕的事來了!93大閱兵要亮全球最強洲際導彈,民兵3靠邊站

影史侃談
2025-07-25 18:21:15
張海迪是個謎:5歲癱瘓,近70歲仍面色紅潤

張海迪是個謎:5歲癱瘓,近70歲仍面色紅潤

野薔薇觀察所
2025-05-20 16:35:44
廣東民辦高校征集人數(shù)超2萬,家長躺平,四年花20萬還畢業(yè)即失業(yè)

廣東民辦高校征集人數(shù)超2萬,家長躺平,四年花20萬還畢業(yè)即失業(yè)

東東趣談
2025-07-27 11:52:39
大運會官員訓斥韓國隊:我不會跟你們對話,投訴中國隊是無理取鬧

大運會官員訓斥韓國隊:我不會跟你們對話,投訴中國隊是無理取鬧

二瘋說球
2025-07-26 09:20:17
洪森統(tǒng)治柬埔寨38年,給窮人帶來了什么樣的生活?

洪森統(tǒng)治柬埔寨38年,給窮人帶來了什么樣的生活?

現(xiàn)代小青青慕慕
2025-07-25 08:53:26
美團扛不住外賣大戰(zhàn),想求饒了!

美團扛不住外賣大戰(zhàn),想求饒了!

呼呼歷史論
2025-07-27 03:26:54
岳云鵬演唱會被網(wǎng)友群嘲:卡拉OK水平,郭德綱:他不違法

岳云鵬演唱會被網(wǎng)友群嘲:卡拉OK水平,郭德綱:他不違法

我就是個碼字的
2025-07-27 12:20:03
震驚田壇的16歲清水空跳身高僅1米64 他能破蘇炳添紀錄?有待觀察

震驚田壇的16歲清水空跳身高僅1米64 他能破蘇炳添紀錄?有待觀察

勁爆體壇
2025-07-27 10:41:03
作繭自縛!北京一大爺飯店慶生,讓經(jīng)理上最貴的酒菜,結賬時愣了

作繭自縛!北京一大爺飯店慶生,讓經(jīng)理上最貴的酒菜,結賬時愣了

濤哥美食匯
2025-07-27 13:35:44
佩通坦再發(fā)聲:雖無法履行總理職責,但一直在聽取匯報并密切關注局勢

佩通坦再發(fā)聲:雖無法履行總理職責,但一直在聽取匯報并密切關注局勢

環(huán)球網(wǎng)資訊
2025-07-26 22:39:52
小玥兒油畫作品曝光,風格明媚大氣獲贊,大小S教育差異太明顯

小玥兒油畫作品曝光,風格明媚大氣獲贊,大小S教育差異太明顯

農(nóng)村娛樂光哥
2025-07-27 12:20:19
浦東機場深夜扣人!被限制離境的銀行負責人,竟是出身上海的華人

浦東機場深夜扣人!被限制離境的銀行負責人,竟是出身上海的華人

史書無明
2025-07-26 12:30:14
未著寸縷!貝克漢姆的30歲豪門兒媳曬浴缸照,最強贅婿:我拍的!

未著寸縷!貝克漢姆的30歲豪門兒媳曬浴缸照,最強贅婿:我拍的!

科學發(fā)掘
2025-07-27 12:23:27
恩佐社媒曬度假照片,庫庫雷利亞與海鮮飯出鏡

恩佐社媒曬度假照片,庫庫雷利亞與海鮮飯出鏡

直播吧
2025-07-27 04:53:12
為啥中南海至今不掛“中央人民政府”牌子?取而代之的是一句口號

為啥中南海至今不掛“中央人民政府”牌子?取而代之的是一句口號

莫地方
2025-05-28 15:59:58
CCTV5直播,中國男籃PK波黑男籃,2將退出國家隊,郭士強沖第三勝

CCTV5直播,中國男籃PK波黑男籃,2將退出國家隊,郭士強沖第三勝

體壇小快靈
2025-07-27 11:20:55
2025-07-27 16:03:00
數(shù)據(jù)猿DataYuan incentive-icons
數(shù)據(jù)猿DataYuan
數(shù)據(jù)智能產(chǎn)業(yè)創(chuàng)新服務媒體
2170文章數(shù) 591關注度
往期回顧 全部

教育要聞

分數(shù)不代表一切 不盲目攀比的教育有技術有存款才是最成功的教育

頭條要聞

2名以色列國防軍士兵在加沙南部身亡 調(diào)查結果公布

頭條要聞

2名以色列國防軍士兵在加沙南部身亡 調(diào)查結果公布

體育要聞

約克雷斯身邊的男人,才是阿森納的最佳引援

娛樂要聞

退圈又復播,葉珂引發(fā)猜想

財經(jīng)要聞

陳文輝:為什么耐心資本這么重要?

科技要聞

WAIC探館:人形機器人在打 大模型廠商在卷

汽車要聞

搭載華為乾崑智駕 一汽奧迪Q6L e-tron預售35.3萬起

態(tài)度原創(chuàng)

教育
家居
親子
藝術
時尚

教育要聞

補錄綜述:公升民落,大勢所趨

家居要聞

環(huán)繞設計 空間動線合理

親子要聞

生兒子累還是生女兒累

藝術要聞

故宮珍藏的墨跡《十七帖》,比拓本更精良,這才是地道的魏晉寫法

今年的褲子流行“穿一半”,太時髦了!

無障礙瀏覽 進入關懷版 主站蜘蛛池模板: 高唐县| 略阳县| 石林| 樟树市| 五家渠市| 越西县| 石狮市| 郁南县| 泸定县| 韩城市| 甘泉县| 若羌县| 永安市| 永定县| 莆田市| 安吉县| 兴化市| 大丰市| 喀喇沁旗| 工布江达县| 灌南县| 彩票| 昌黎县| 新乐市| 廊坊市| 甘孜| 岚皋县| 大竹县| 武汉市| 余姚市| 墨玉县| 瑞丽市| 汶上县| 江阴市| 环江| 江北区| 太仓市| 柳江县| 天祝| 广东省| 兴化市|