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Rapid & cost-effective launch
Simplify the go-live of AI applications with form-based configurations, accelerate the release from development environment to business scenarios, and embed the applications into existing business processes at cost-effective way.
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Closed loop control across the full process
Enable closed-loop control over full-process AI applications, covering request sending, intelligent A/B test, high-performance feature extraction, score estimation, definition and estimation of business metrics, result return and statistics of backflow data distribution change.
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Reliable AI applications
Provide improved model scoring, system performance and stability monitoring to enhance the overall reliability of AI applications.
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Linear performance scaling
With the linear scaling of hardware resources, enable the inference performance to approach theoretical linear performance scaling; and achieve better linear inference scaling performance compared with open-source tools and other commercial AI products.
Industry Leaders Choose 4Paradigm
Advantages
Features
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One-stop data integration and governance
Complete data access:
Provide a single point of access across diverse sources or scenarios, and support various access options via local files, file systems, FTPs, databases, and streaming data access.
One-stop data management:
Support structured, semi-structured, and unstructured data management to provide enterprises with a uniform view of heterogeneous data sources.
Full-process data storage and governance for AI applications:
Provide management and visualization of relational tables, graphic data, samples, images, reports, models, files and other elements, enabling rapid data locating and data access for users.
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Heterogeneous model management across the full lifecycle
Unified heterogeneous model management:
Heterogeneous modeling frameworks commonly used by enterprises, such as PMML, Pytorch, Tensorflow, Keras and H2O.
Model lifecycle management:
Enable model upload and model lifecycle management to support model retrieval and other operations in the model center.
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Complete, powerful and convenient application management
A comprehensive platform for deployment, operation, and testing of AI applications:
Enable full control of enterprise AI applications with complete, reliable and highly flexible management functions; meet all your requirements for running AI applications in the online production environment; and available in both private and cloud deployments.
Agile management:
Turn on/off AI applications in one click; enable auto scaling, high availability and load balancing for online applications; improve the flexibility of AI management and greatly reduce costs with lightweight and automated operation functions.
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One-stop visualized monitoring, operation and management
One-stop monitoring, operation and management:
Support one-stop monitoring, operation and management across the full process of AI applications to allow comprehensive online operation management.
Visualized resource monitoring:
With visual insights into the usage of GPU, CPU, in-memory and video memory empower your users to monitor the resource usage in real time, and ensure the stable operation of systems in an intuitive and convenient way.
