Why DMetaSoul？
DMetaSoul provides a one-stop new infrastructure platform from data source to data value release.
Real-time Data Lake
LakeSoul
- Efficient concurrency and throughput, real-time data stream writing
- Unified stream-batch table storage, real-time data warehouse, and samples
Multimodal AI
MetaSpore
- Real-time data seamless docking, sparse feature training inference
- Online ABTest framework, parameter hot loading
One-stop deployment
AlphalDE
- Online and offline cloud native deployment
- Efficiency SaaS application
LakeSoul
Unified stream-batch table storage
Multi-source data real-time lake entry
With only relevant configurations, such as online data sources, the whole database synchronization and real-time entry task can be started. It supports the automatic sensing of new tables and synchronizing table structure changes without human operation and maintenance. The online data is updated to the lake warehouse in real time. The BI reports and large-screen display are seamlessly connected and updated in real time so that key business indicators can be grasped at any time to support business decisions.
MetaSpore
Distributed Multimodal AI
Vast scale distributed multimodal training
Billions of discrete features + multimodal model
Big data framework docking, high-performance inference services
Seamless reading of lake warehouse training samples, heterogeneous online resources, elastic balance
Online algorithms apply the microservice framework
Plug-in experimental hot loading, dynamic stratified flow cutting, efficient iteration
Low Code Recommendation SaaS - Industrial recommendation system for rapid deployment
Based on big advanced data and artificial intelligence technology, it can help enterprises overcome code problems, build personalized recommendation systems easily and painlessly without ML expertise, improve click-through rate and retention rates, and boost business growth.
AlphalDE
One-stop multi-cloud unified development environment
Data-centric development model
Full link data-driven new development paradigm
Standardized development processes
Industry-standard data intelligent process landing enabling
Multi-cloud unified one-stop environment
Highly integrated, fast opening, multi-cloud unity
Help enterprises fully release business value. Let data intelligence be at everyone's fingertips.
Solve data model
Get through the data and training model connection to achieve batch stream integration.
Solve model training and reasoning
Supports large-scale sparse feature computation and high-performance reasoning with heterogeneous hardware
Solve the model - business landing
Improve the efficiency of online feature development, reduce cost and simplify experimental business logic
A New Infrastructure for One-stop Lakehouse Intelligent