AI Inference Use Cases
HorizonIQ empowers diverse AI inference workloads
Large Language Models (LLMs)
For LLMs, using CPUs can be more efficient for data preprocessing, running non-parallelizable parts of algorithms, and orchestrating the training process.
Computer Vision
Whether you are using OpenCV or other alternatives, CPUs provide a robust foundation for computer vision use cases in industries such as automotive, healthcare, and more.
Recommender Systems
Providing your customers a customized experience is easier than you think by leveraging CPUs to make accurate recommendations.
Generative AI
CPUs can form the backbone of any robust generative AI application. CPUs can ensure that the entire AI server system runs according to plan by taking on tasks that do not require intense parallel processing including managing the software stack, handing input/output operations, and the orchestration of operations.
Autonomous Systems
CPUs can manage sensor data, make real-time decisions, and ensure out of bounds exceptions do not occur.
Anomaly Detection and Pattern Recognition
These tasks typically involve analyzing patterns in data to detect deviations or anomalies, which can be effectively processed using CPU cores.
AI Benefits
One solution, boundless possibilities
Cost Efficient
CPUs can take on many AI processing tasks, avoiding the use of costly GPUs and associated power costs.
Powerful Compute Resources and Low-latency Network
CPU-based bare metal servers offer superior performance and reliability compared to virtualized environments, thanks to their dedicated hardware resources and absence of hypervisor overhead. Our global network offers low-latency connections to the outside world.
Software Compatibility
Many AI frameworks and libraries, such as TensorFlow, PyTorch, and scikit-learn, are optimized to run efficiently on CPUs. This compatibility ensures that a wide range of AI software can be readily deployed on CPU-based systems without significant modifications.
Scalable
Additional CPU-based bare metal servers can easily be added which provides flexibility for changing AI workload requirements, whether it’s handling increased data volume or accommodating more complex models.
Empowering your success
The HorizonIQ difference
Global Reach
Deploy where you need help the most across a variety of regions.
100% Uptime SLA
Get peace of mind with our 100% infrastructure and network uptime guarantee.
Ultimate Flexibility and Optimization
Customized configurations to meet your exact needs. Need to scale up? Our team can quickly add new servers to your environment.
Additional Services
We offer a variety of other services including bare metal servers, firewalls, load balancers, DDoS mitigation, and block storage.
Automated Management
Manage servers through the Compass portal including rebooting, OS reinstall, rescue mode, and more.
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Build a powerful and reliable infrastructure foundation for your AI applications.