TensorNova
TensorNova
Deploy industrial-grade rackmount servers optimized for real-time media pipeline execution, deep learning workloads, and multi-tenant cloud encoding systems.
TensorNova is a professional high-performance AI GPU server manufacturer and infrastructure solution provider based in China, specializing in AI computing, GPU clusters, and scalable data center hardware solutions for global enterprises. Established in 2016, TensorNova has developed into a trusted supplier in the AI hardware industry with a strong focus on innovation, performance, and customized computing systems.
The company operates a modern production facility covering approximately 320㎡, equipped for advanced server assembly, testing, and system integration. TensorNova records an annual export revenue of approximately $8.5 million, with 6 years of export experience and over 12 years of industry experience in AI computing and server manufacturing.
Quality assurance is strictly implemented through ISO9001-based quality management systems, with product inspection conducted using automated hardware stress testing, thermal performance validation, burn-in testing, and AI workload simulation testing. The company employs around 45 quality control personnel dedicated to ensuring product reliability and stability.
As digital video accounts for over 80% of global internet traffic, infrastructure needs are shifting from static caching to dynamic, AI-native processing at the edge. TensorNova designs hardware aligned with this technical evolution.
Modern streaming architectures are transiting from H.264/HEVC to AV1 and Versatile Video Coding (VVC) formats. TensorNova's latest server configurations integrate hardware-accelerated transcoding units that lower bandwidth consumption by up to 50% while supporting high-density 8K HDR feeds without dropping frames.
Deploying AI GPU servers for real-time video processing allows platforms to upscale legacy SD/HD video archives to 4K resolutions on the fly. Utilizing deep learning algorithms hosted on servers compatible with models like DeepSeek R1 671B, operators can perform frame interpolation, intelligent noise reduction, and automated visual filtering.
By leveraging high-performance edge servers and RAID-supported boot cards like the XP270-M2, companies can distribute real-time encoding and dynamic ad insertion (DAI) tasks to local nodes. This minimizes round-trip latency to less than 100 milliseconds, optimizing interactive live streams and real-time communications (WebRTC).
We provide customized infrastructure tailored to address specific technical bottlenecks in content delivery and cloud processing across major industries.
Live sporting events present massive, unpredictable spikes in concurrent viewership. Our high-density dual-socket servers, including the Dell PowerEdge R750 and xFusion FusionServer series, deliver multi-threaded CPU processing alongside parallel NVMe storage pipelines. This allows OTT platforms to scale stream packaging and digital rights management (DRM) licensing in real-time, matching dynamic user volumes with zero service degradation.
Real-time rendering demands low frame times and high GPU core availability. TensorNova's high-performance AI GPU server rack platforms are engineered specifically for virtualization, allowing up to 16 concurrent users per node. System optimization ensures low PCIe bus overhead, supporting real-time rendering, low-latency audio encoding, and 60FPS video compression for complex 3D environments.
In high-security and municipal surveillance projects, processing thousands of simultaneous video feeds for facial recognition, license plate analysis, and object classification is critical. Our server designs, integrated with robust RAID standard controllers and high-capacity storage like the 5288 V5 36-Bay rack server, act as central processing hubs, allowing local storage and deep learning models to coexist within a single high-performance chassis.
Global corporations require secure, internal content delivery networks for training, global town halls, and internal databases. Our high-speed NAS computer servers, housing up to 256GB GPU RAM and NVMe PCIe SSDs, provide secure, localized media platforms that bypass public internet hazards while maintaining high video performance and indexing efficiency.
TensorNova's production facility leverages localized manufacturing hubs in China to streamline hardware assembly, reduce components sourcing timelines, and offer direct engineering access for custom specifications.
Every server built at TensorNova undergoes a comprehensive testing procedure inside our 320㎡ facility before international shipment. Our 45 dedicated quality control engineers utilize automated hardware stress loops to validate performance limits. Each system is subjected to a minimum 48-hour burn-in phase, full thermal performance profiling under full GPU loads, and AI workload simulations. This testing protocol mitigates early-life component failures and ensures out-of-the-box reliability in foreign data centers.
Supply Chain Security: Our strong integration with over 1,200 component partners guarantees continuous supply, shielding our clients from microchip shortages and price fluctuations.
ISO9001: Fully audited quality management systems.
Thermal Profiling: Infrared imaging to ensure optimal air/liquid cooling flow paths.
Burn-In Phase: 100% capacity stress loops to test motherboard and power supply stability.
Custom Tuning: Customized firmware updates and BIOS level settings pre-applied.
We provide end-to-end logistics support, regional compliance structures, and complete custom server integration for worldwide delivery.
Exporting to regions such as North America, Europe, Southeast Asia, and the Middle East requires strict compliance. TensorNova guarantees that all hardware meets CE, FCC, RoHS, and UL safety certifications, facilitating custom clearance and seamless network integration.
Our 180 R&D engineers provide comprehensive hardware and BIOS tuning. Whether optimizing memory bus latency to 6400MT/s, modifying cooling channels for dense 4U server layouts, or configuring customized RAID boot configurations, we align systems with your operational targets.
To maximize life expectancy in continuous operation, we support both advanced air cooling configurations and custom liquid loop solutions. This ensures optimal thermal environments for high-TDP processors and multi-GPU arrays under extreme computing demands.
Get authoritative answers to key procurement and hardware engineering queries regarding streaming media infrastructure.
High-density transcoding requires balanced hardware to avoid data bottlenecks. A server must possess high core-count CPUs (such as the Intel Xeon 6th Generation) to process parallel control planes, paired with hardware ASIC acceleration units or GPU nodes to execute compute-intensive pixel transformations. Fast memory bandwidth (e.g., 6400MT/s DDR5 DIMMs) and direct PCIe Gen 5 lanes prevent latency spikes when handling concurrent high-bitrate video streams.
AI upscaling algorithms run deep learning models to predict and render high-resolution pixels in real-time. Servers equipped with enterprise-grade GPUs and high memory capacity (such as the xFusion GPU servers or G5500 AI server lines) provide the tensor processing cores needed to run inference on live video feeds. This allows OTT platforms to deliver 4K quality outputs from standard definition video archives.
CDN origin servers receive request spikes for popular files. Legacy SATA SSDs or hard drives bottleneck during simultaneous read queries. High-performance enterprise storage, like our NVMe PCIe SSDs, delivers high IOPS and multi-gigabyte throughput. This allows the system to cache and serve thousands of distinct media blocks instantly, preventing latency and buffer queues at the user endpoint.
Our engineering support is extensive: we customize physical layouts, GPU configurations (PCIe or OAM modules), structural chassis designs (1U, 2U, 4U, or cabinet installations), cooling architectures (liquid cooling manifolds or high-RPM dual-rotor fans), and perform low-level motherboard optimizations. We also offer pre-loaded firmware to integrate with client software systems before shipment.
We implement a strict quality control loop managed by our 45 QC experts. Prior to packaging, each server is placed in our burn-in testing chamber, operating under heavy load to identify thermal or electrical issues. We conduct full data validation on RAID controller arrays (using LSI controllers and XP270-M2 cards) and secure units inside high-density, anti-static export crates designed for long-distance transport.
Support your media nodes with reliable enterprise array cards, edge-ready servers, and high-speed NVMe solid-state storage.
