INFINITIX to Debut at SC26 With AI-Stack Intelligent Scheduling for HPC and AI Workloads

AI-Stack Integrates Slurm on Kubernetes and Prefill/Decode Disaggregated Inference; ixCSP Accelerates the Shift to Compute-as-a-Service 

CHICAGO – Nov. 10, 2026 –  INFINITIX, an AI infrastructure software company specializing in software-defined GPU technology, will make its SC26 debut Nov. 17–19 in Chicago. At Booth 6111, under the theme “From AI Infrastructure to Token Factory,” the company will showcase new HPC scheduling capabilities in AI-Stack alongside its ixCSP AI cloud operations platform.

AI-Stack Intelligent Scheduling Simplifies HPC Cluster Operations 

With Slurm on Kubernetes, research teams can run jobs in a cloud-native environment using familiar commands such as sbatch and srun. AI-Stack streamlines cluster deployment, coordinates multi-node jobs, and reduces resource fragmentation, so HPC, AI training, and inference workloads share a single GPU pool.

For distributed training, AI-Stack integrates DeepSpeed and Megatron, automatically failing over to standby nodes and resuming from the latest checkpoint. For large-model inference, its Prefill/Decode (PD) disaggregated architecture runs each stage on separate GPUs, supports llm-d, Dynamo, vLLM and SGLang, and uses KV cache reuse to maintain stability under high concurrency.

ixCSP Turns GPU Capacity Into Billable AI Services

ixCSP combines multi-tenant operations, service onboarding, metering and billing, supporting GPU-as-a-Service (GaaS), Model-as-a-Service (MaaS) and Token-as-a-Service (TaaS). Neocloud providers, data centers and telecom operators can use it to monetize the compute AI-Stack manages.

“AI-Stack lets research teams keep the Slurm workflows they know while bringing every GPU into a unified pool, and ixCSP turns that compute into billable AI services,” said Wenyu Chen, CEO of INFINITIX. “SC26 marks an important step in our expansion into North America.”

Visit INFINITIX at SC26 Booth 6111 or book a meeting at infinitix.ai/en/news-detail/supercomputing2026.

About INFINITIX

INFINITIX delivers software-defined GPU & AI infrastructure solutions. Its flagship AI-Stack unifies heterogeneous GPUs and NPUs through intelligent scheduling, GPU partitioning and aggregation, and real-time monitoring, while ixCSP helps operators commercialize compute through GaaS, MaaS and TaaS. Learn more at www.infinitix.ai.