Memory Machine™
Hang loose as your workloads surf data center infrastructure
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Memory Machine™ Software
In the cloud or on-premises, AI and other data-intensive workloads run faster, cost less, and recover automatically.
![Memory-Machine-for-AI](https://memverge.com/wp-content/uploads/Memory-Machine-for-AI.jpg)
Memory Machine for AI
GPU-as-a-Service for the Enterprise
Memory Machine for Cloud
![Memory-Machine-for-Cloud](https://memverge.com/wp-content/uploads/Memory-Machine-for-Cloud.jpg)
![Memory-Machine-for-Cloud](https://memverge.com/wp-content/uploads/Memory-Machine-for-Cloud.jpg)
Memory Machine for Cloud
Automated optimization of cost and performance
![Memory-Machine-for-CXL](https://memverge.com/wp-content/uploads/Memory-Machine-for-CXL.jpg)
Memory Machine for CXL®
Server memory expansion and fabric-attached memory
Customers
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Use Cases
![NVIDIA-use-case](https://memverge.com/wp-content/uploads/NVIDIA-use-case.png)
FlexGen LLM Inference
Memory Machine for CXL boots NVIDIA GPU utilization by 77%
![Use-Case-600x400_GISMO-accelerates-AI](https://memverge.com/wp-content/uploads/Use-Case-600x400_GISMO-accelerates-AI.png)
Ray AI Framework
Memory Machine for CXL accelerates shuffles with shared memory objects
![Use-Case-600x400_reduction-in-carbon-footprint](https://memverge.com/wp-content/uploads/Use-Case-600x400_reduction-in-carbon-footprint.png)
Weaviate AI Vector Database
Memory Machine for CXL accelerates shuffles with shared memory objects
![Use-Case-600x400_cuts-cost-of-server-memory](https://memverge.com/wp-content/uploads/Use-Case-600x400_cuts-cost-of-server-memory.png)
½ Cost, 3x capacity with CXL
Memory Machine for CXL tiering enables use of lower cost and higher capacity CXL memory
![Use-Case-600x400_lower-cloud-costs](https://memverge.com/wp-content/uploads/Use-Case-600x400_lower-cloud-costs.png)
BLAST
Memory Machine Cloud reduces BLAST Compute cost by 91%
![Use-Case-600x400_nextflow-AWS](https://memverge.com/wp-content/uploads/Use-Case-600x400_nextflow-AWS.png)
Nextflow
Memory Machine Cloud boosts performance of Nextflow workflows on AWS