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Description
DanubeData is an advanced managed services platform tailored for European cloud infrastructure, integrating compute, databases, caches, storage, and applications into a cohesive namespace. Designed to ensure your data navigates optimally, it enables the deployment of VPS instances powered by AMD Zen4, along with managed databases such as PostgreSQL, MySQL, and MariaDB, as well as Redis-compatible caches and S3-compatible object storage, all accessible from a single dashboard. Operating entirely within a German datacenter, the platform benefits from zero-latency internal networking, eliminating cross-region delays and simplifying overall architecture. Virtual machines can be provisioned in less than 45 seconds, featuring AMD EPYC Zen 4 cores, NVMe Gen4 storage, DDR5 memory, full root access, cloud-init compatibility, SSH key support, DDoS protection, and real-time resource monitoring. Managed databases come fully equipped for production with features like automated backups, point-in-time recovery, read replicas, automatic failover, and default SSL/TLS encryption, along with performance insights and additional tools for efficiency. This comprehensive setup not only enhances the speed of deployment but also ensures a robust and secure environment for all your cloud needs.
Description
LMCache is an innovative open-source Knowledge Delivery Network (KDN) that functions as a caching layer for serving large language models, enhancing inference speeds by allowing the reuse of key-value (KV) caches during repeated or overlapping calculations. This system facilitates rapid prompt caching, enabling LLMs to "prefill" recurring text just once, subsequently reusing those saved KV caches in various positions across different serving instances. By implementing this method, the time required to generate the first token is minimized, GPU cycles are conserved, and throughput is improved, particularly in contexts like multi-round question answering and retrieval-augmented generation. Additionally, LMCache offers features such as KV cache offloading, which allows caches to be moved from GPU to CPU or disk, enables cache sharing among instances, and supports disaggregated prefill to optimize resource efficiency. It works seamlessly with inference engines like vLLM and TGI, and is designed to accommodate compressed storage formats, blending techniques for cache merging, and a variety of backend storage solutions. Overall, the architecture of LMCache is geared toward maximizing performance and efficiency in language model inference applications.
API Access
Has API
API Access
Has API
Integrations
Amazon S3
Claude Code
DragonFly BSD
Ghost
Hermes Agent
Immich
MariaDB
MySQL
OpenClaw
PostgreSQL
Integrations
Amazon S3
Claude Code
DragonFly BSD
Ghost
Hermes Agent
Immich
MariaDB
MySQL
OpenClaw
PostgreSQL
Pricing Details
$3.99 per TB
Free Trial
Free Version
Pricing Details
Free
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
DanubeData
Country
Romania
Website
danubedata.ro/
Vendor Details
Company Name
LMCache
Country
United States
Website
lmcache.ai/
Product Features
Virtual Machine
Backup Management
Graphical User Interface
Remote Control
VDI
Virtual Machine Encryption
Virtual Machine Migration
Virtual Machine Monitoring
Virtual Server
VPS Hosting
Access Control / Permissions
FTP
Managed VPS
Multi-Server Management
One-Click Apps
Root Access
SSD Storage
Unmanaged VPS
Upload Custom ISO