China Academy of Information and Communications Technology 3.2.3 加速扩张阶段：加速软件采用及付费转换—销售管理 Accelerated expansion stage: accelerating software adoption and paid conversion - sales management 加速扩 场的活动，基于产品使 用信息进行用户分析，了解哪些角色和部门正在使用该产品以及他们的兴趣所在，同时预测免 费用户向付费用户转换的百分比。 The main task of the accelerated expansion stage is to increase the popularity, adoption, and value of the software to developers provides the underlying technology for application-oriented enterprises. Mega, Zilliz's GPU-accelerated AI data medium solution, Including data ETL system MegaETL, database system MegaWise, Model training

Inflected With AI’s Rise +250% / Year101 CapEx Spend @ Big Six* Tech Companies = +63% Y/Y & Accelerated… 1ChatGPT WAU data as of 11/23 & 12/24 due to data availability. *Note: Big Six USA technology 2014-2024, per Capital IQ & OpenAI102 …CapEx Spend @ Big Six* Tech Companies = 15% of Revenue & Accelerated vs. 8% Ten Years Ago *Note: Big Six USA technology companies include Apple, Nvidia, Microsoft of AI economics for the next decade.120 Data Center Buildout Construction Value, USA = +49% & Accelerated Annual Growth Over Two Years Note: All data are seasonally adjusted. Data obtained via USA Census

functions separate host & accelerated device code Accelerated code passed into device OpenCL compilers Complex ML frameworks can be directly compiled and accelerated SYCL is ideal for accelerating

2 Automatic mounting . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 4.4 Hardware-accelerated graphics . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 4.4.1 Hardware 3D acceleration a virtual machine will sup- port automatic adjustment of video resolutions, seamless windows, accelerated 3D graphics and more. The Guest Additions are described in detail in chapter 4, Guest Additions virtual machine has Guest Additions installed, you can select here whether the guest should support accelerated 3D graphics. Please refer to chapter 4.4.1, Hardware 3D acceleration (OpenGL and Direct3D 8/9)

2 Automatic mounting . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64 4.4 Hardware-accelerated graphics . . . . . . . . . . . . . . . . . . . . . . . . . . . 64 4.4.1 Hardware 3D acceleration a virtual machine will sup- port automatic adjustment of video resolutions, seamless windows, accelerated 3D graphics and more. The Guest Additions are described in detail in chapter 4, Guest Additions virtual machine has Guest Additions installed, you can select here whether the guest should support accelerated 3D graphics. Please refer to chapter 4.4.1, Hardware 3D acceleration (OpenGL and Direct3D 8/9)

2 Automatic mounting . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.4 Hardware-accelerated graphics . . . . . . . . . . . . . . . . . . . . . . . . . . . 65 4.4.1 Hardware 3D acceleration a virtual machine will sup- port automatic adjustment of video resolutions, seamless windows, accelerated 3D graphics and more. The Guest Additions are described in detail in chapter 4, Guest Additions virtual machine has Guest Additions installed, you can select here whether the guest should support accelerated 3D graphics. Please refer to chapter 4.4.1, Hardware 3D acceleration (OpenGL and Direct3D 8/9)

2 Automatic mounting . . . . . . . . . . . . . . . . . . . . . . . . . . . . 64 4.4 Hardware-accelerated graphics . . . . . . . . . . . . . . . . . . . . . . . . . . . 64 4.4.1 Hardware 3D acceleration a virtual machine will sup- port automatic adjustment of video resolutions, seamless windows, accelerated 3D graphics and more. The Guest Additions are described in detail in chapter 4, Guest Additions virtual machine has Guest Additions installed, you can select here whether the guest should support accelerated 3D graphics. Please refer to chapter 4.4.1, Hardware 3D acceleration (OpenGL and Direct3D 8/9)

1 Supported formats . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74 4.5 Hardware-accelerated graphics . . . . . . . . . . . . . . . . . . . . . . . . . . . 74 4.5.1 Hardware 3D acceleration a virtual machine will sup- port automatic adjustment of video resolutions, seamless windows, accelerated 3D graphics and more. The Guest Additions are described in detail in chapter 4, Guest Additions virtual machine has Guest Additions installed, you can select here whether the guest should support accelerated 3D graphics. Please refer to chapter 4.5.1, Hardware 3D acceleration (OpenGL and Direct3D 8/9)

Known limitations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 74 4.5 Hardware-accelerated graphics . . . . . . . . . . . . . . . . . . . . . . . . . . . 74 4.5.1 Hardware 3D acceleration a virtual machine will sup- port automatic adjustment of video resolutions, seamless windows, accelerated 3D graphics and more. The Guest Additions are described in detail in chapter 4, Guest Additions virtual machine has Guest Additions installed, you can select here whether the guest should support accelerated 3D graphics. Please refer to chapter 4.5.1, Hardware 3D acceleration (OpenGL and Direct3D 8/9)