Quantum & Classical AI/ML Based Data Solutions
What we do Differently
 
  
Technological Fusion
   
We at DHT provide quantum & classical AI and ML based IT systems performance and capacity evaluations. We model the HW, the OS, as well as the application stack to quantify and optimize the status quo, as well as any future workload requirements. Further, we use the models to assess application performance and scalability while changing either the OS or the HW infrastructure. We also use the models to quantify the potential of consolidating server systems and/or workloads. We do this for server systems, clusters, the cloud, HPC supercomputers, as well as any other big data environment.

We are one of the first companies worldwide who fuse quantum and classical optimization and neural-network techniques to assess and evaluate systems performance and capacity.

As IT installations continue to grow, executing actual empirical studies while acquiring new HW or assessing the impact of workload changes is just not feasible anymore. Hence, a modeling-based approach represents basically the only cost effective approach to address performance, capacity, and sizing related IT projects.