Who makes cluster management for AI data centers
Cluster management & GPU orchestration (out of scope for a parts site; listed for completeness)
Software that schedules AI workloads onto GPU clusters and manages the compute fleet, sitting outside the physical parts this site otherwise tracks.
Cluster management and orchestration software allocates jobs across GPU clusters, handling scheduling, fault tolerance, and utilization — the layer between the physical compute (Layer 1) and the AI workloads running on it. It is listed here for completeness because it is part of how the hardware in every other layer gets used, but it is a software category rather than a physical part, so it sits outside the scope of what this site otherwise catalogs.
AI delta: Larger, more expensive GPU clusters raise the cost of scheduling and utilization mistakes, increasing demand for orchestration software built specifically for AI training and inference.
Companies on this part (6)
| Company | Role | Ownership | Ticker | Price | 1d | Confidence | Note |
|---|---|---|---|---|---|---|---|
| Dell | service | public | DELL | 456 USD | +1.7% | inferred | |
| HPE | service | public | HPE | 56.69 USD | +3.4% | inferred | |
| Nvidia | service | public | NVDA | 211 USD | -0.7% | disclosed | Base Command, Mission Control, Run:ai · source |
| Supermicro | service | public | SMCI | 32.94 USD | -1.7% | inferred | |
| Rafay | service | private | disclosed | · source | |||
| SchedMD/Slurm | service | private | disclosed | · source |
Who competes here
The same table read the other way: every company above competes for cluster management & GPU orchestration sockets. Confidence tags matter — an inferred placement is a lead, not a confirmed rivalry.
Seen in real machines
cluster management & GPU orchestration is named in 5 of the rack teardowns and supercomputer breakdowns on this site. Each line below is a piece of that machine. The companies shown are the ones named on that line, not necessarily the maker of this part.
- JUPITER · supercomputer
- System management and modular system software (JUPITER Management Stack, ParaStation Modulo, xScale) — Eviden/Atos, ParTec
- Alps · supercomputer
- System management (HPE Cray System Management microservices for node configuration, imaging and grouping; Slurm and vCluster layers on top) — HPE
- Leonardo · supercomputer
- System management and monitoring software (Bull Energy Optimizer, Bull Dynamic Power Optimizer, SMC xScale; ParaStation HealthChecker) — Eviden/Atos, ParTec
- Isambard-AI · supercomputer
- Cluster management software (HPE Cray Systems Management, Kubernetes-based, with multi-tenancy) — HPE
- Eos · supercomputer
- Cluster software (NVIDIA Base Command and NVIDIA AI Enterprise) — Nvidia
Nearby parts
Latest feed
- LG home appliance chip volume tops 1 million; spins off startup PADO to target GPU compute leasing — DigiTimes, 2026-10-23LG Electronics is increasing its AI presence by integrating custom AI chips into home appliances and by spinning off a startup, PADO, to offer GPU compute leasing services.
- Sponsored: The hidden costs: Why data center sustainability fails without operational discipline — Data Center Dynamics, 2026-10-17Achieving true data center sustainability requires sustained investment and strong operational discipline.
- Beyond redundancy: Why dynamic stability matters in AI data centers — Data Center Dynamics, 2026-09-27The article discusses the importance of dynamic stability for data center resilience in AI environments.
- Kinpo's push into higher-margin products, quantum control signals a wider industrial pivot — DigiTimes, 2026-09-17Kinpo Electronics is pivoting its business toward higher-margin products, expanding capacity globally, and developing systems for quantum computing and satellite communications.
- AI server exports to US slow; electronics parts jump 1.5 times in August — DigiTimes, 2026-09-13Taiwan reported that electronic parts exports reached a record high of $32.22 billion in August 2026, with integrated circuits and printed circuit boards seeing significant growth.
- SpaceXAI offers 50% Starlink discount to placate data center's residential neighbors; 2,000 have signed up — goodwill gesture comes amid vociferous community backlash — Tom's Hardware, 2026-09-04SpaceXAI is offering nearby residents a discount on Starlink to address community complaints near its data centers.
Questions about cluster management & GPU orchestration
- What is cluster management & GPU orchestration?
- Software that schedules AI workloads onto GPU clusters and manages the compute fleet, sitting outside the physical parts this site otherwise tracks.
- Which companies make cluster management for AI data centers?
- This catalog lists 6 companies on Cluster management & GPU orchestration, 4 of them with listed equity: Dell, HPE, Nvidia, Supermicro, Rafay, SchedMD/Slurm.
- How does AI change demand for cluster management & GPU orchestration?
- Larger, more expensive GPU clusters raise the cost of scheduling and utilization mistakes, increasing demand for orchestration software built specifically for AI training and inference.
- How reliable are these cluster management & GPU orchestration supplier placements?
- The 6 placements on this part break down as 3 disclosed, 3 inferred. "disclosed" means the company or a filing says so; "reported" comes from trade press or a reference-design list; "inferred" is a taxonomy lead with no citation yet.
Sources: placements without a source URL come from the taxonomy seed and are tagged accordingly. How this data is built.· Markdown · JSON