Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
KServe is a robust model inference platform on Kubernetes that emphasizes high scalability and adherence to standards, making it ideal for trusted AI applications. This platform is tailored for scenarios requiring significant scalability and delivers a consistent and efficient inference protocol compatible with various machine learning frameworks. It supports contemporary serverless inference workloads, equipped with autoscaling features that can even scale to zero when utilizing GPU resources. Through the innovative ModelMesh architecture, KServe ensures exceptional scalability, optimized density packing, and smart routing capabilities. Moreover, it offers straightforward and modular deployment options for machine learning in production, encompassing prediction, pre/post-processing, monitoring, and explainability. Advanced deployment strategies, including canary rollouts, experimentation, ensembles, and transformers, can also be implemented. ModelMesh plays a crucial role by dynamically managing the loading and unloading of AI models in memory, achieving a balance between user responsiveness and the computational demands placed on resources. This flexibility allows organizations to adapt their ML serving strategies to meet changing needs efficiently.
Description
Lenovo's high-density systems provide significant computational power within a compact footprint, making them ideal for demanding tasks such as High-Performance Computing (HPC), Artificial Intelligence (AI), cloud services, grid computing, and data analytics. In today's fast-paced technological environment, it's crucial for servers to feature contemporary designs. Our high-density servers are equipped to handle even the most intricate simulations effortlessly. These robust systems are specifically engineered to meet your needs across the fields of artificial intelligence, cloud computing, grid services, and analytics. Furthermore, designed with scalability in mind, our innovative water-cooled solutions prioritize security while maximizing density. Combining liquid cooling technology with exemplary energy efficiency, the ThinkSystem stands out as a smart choice. This approach ensures that all the processing power you require is housed in a sleek and efficient package. By employing advanced heat removal techniques that outperform traditional air cooling, essential components maintain lower operating temperatures, leading to enhanced performance in a system that runs quietly and efficiently. Ultimately, Lenovo's dense systems represent a blend of power, security, and innovation, making them a valuable asset for any modern enterprise.
API Access
Has API
API Access
Has API
Integrations
Bloomberg
Docker
Gojek
IBM Cloud
Kubeflow
Kubernetes
NAVER
NVIDIA DRIVE
Stor2RRD
StorMagic SvSAN
Integrations
Bloomberg
Docker
Gojek
IBM Cloud
Kubeflow
Kubernetes
NAVER
NVIDIA DRIVE
Stor2RRD
StorMagic SvSAN
Pricing Details
Free
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
KServe
Website
kserve.github.io/website/latest/
Vendor Details
Company Name
Lenovo
Country
United States
Website
www.lenovo.com/us/en/c/servers-storage/servers/high-density/
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization