Juice Labs is pioneering a new frontier in GPU utilization with its innovative GPU-over-IP software. This groundbreaking technology addresses a critical inefficiency in the modern computing landscape: the underutilization of GPU capacity. With 80% of GPU capacity typically unused, Juice Labs' software unlocks this vast, untapped resource, likened to 'Dark GPU', similar to unused dark fiber in network infrastructures【33†source】.
The software offers dynamic sharing and pooling capabilities, enabling direct remote access to any GPU capacity on any network. This feature is particularly beneficial for both workstations and servers, significantly enhancing the flexibility and efficiency of GPU-accelerated workloads【33†source】.
For enterprises, Juice Labs promises a leap in GPU agility. Their quick-install software makes every GPU in an organization network-attached, facilitating unprecedented ways to share, compose, and access GPU resources. This capability allows for more efficient and cost-effective utilization of what is often the most expensive part of a compute investment. Considering the average deployed GPU operates at 15% or less utilization, Juice's solution presents a significant opportunity for organizations to maximize their resources【34†source】【35†source】.
Juice Labs' technology also addresses the challenges in today's hybrid work environments, where many powerful workstations remain underutilized or even idle. The software enables the full leverage of GPUs in these workstations, just as easily as those in server racks, thus optimizing the available compute capacity.
