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Pepperdata GPU Optimization
Pepperdata GPU Optimization

Pepperdata GPU Optimization

ProductOperating Status: Currently Offered

Automated GPU supply-and-demand and resource optimization for AI workloads, placing work on the right GPUs via NVIDIA MIG.

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Overview

Pepperdata GPU Optimization gives platform owners a fleet-wide view of GPU supply and demand over time, shifting demand by schedule or GPU type across NVIDIA GPUs on Amazon EKS, Google Kubernetes Engine, Microsoft AKS, Apache Ray, and on-premises environments for real-time inference, batch inference, and notebooks.

Its resource optimization continuously monitors usage, builds pools of sliced GPUs via NVIDIA Multi-Instance GPU (MIG) on A100 and newer cards, scales pools to prevent underutilization, and assigns workloads to the best-fit slices, learning from historical usage.

Pepperdata GPU Optimization - Classification

Technology
  • GPU

More from Pepperdata

  • Pepperdata Capacity Optimizer logo

    Pepperdata Capacity Optimizer

Pepperdata GPU Optimization - Direct Competitors

  • Cast AI

    Cast AI logo

    Cast AI GPU Optimization

    cast.ai

  • PerfectScale

    PerfectScale logo

    PerfectScale GPU Optimization

    perfectscale.io

  • NVIDIA

    NVIDIA logo

    Run:ai

    nvidia.com

AttributePepperdata GPU OptimizationCast AI GPU OptimizationPerfectScale GPU OptimizationRun:ai
ProviderPepperdatapepperdata.com22M raised · Series BCast AIcast.ai73M raised · Series BPerfectScaleperfectscale.io9.6M raised · SeedNVIDIAnvidia.com24.1B raised · Public
Founded2012201920211993
Sells ToEnterpriseEnterpriseEnterpriseConsumers, Enterprise
Pricing ModelRecurring, SoftwareRecurring, SoftwareRecurring, SoftwareLicensing, Product Sales, Subscription
OwnershipVenture CapitalEquity, Venture CapitalVenture CapitalPublic
Pepperdata GPU Optimization

Provider Pepperdatapepperdata.com22M raised · Series B

Founded 2012

Sells To Enterprise

Pricing Model Recurring, Software

Ownership Venture Capital

Cast AI GPU Optimization

Provider Cast AIcast.ai73M raised · Series B

Founded 2019

Sells To Enterprise

Pricing Model Recurring, Software

Ownership Equity, Venture Capital

PerfectScale GPU Optimization

Provider PerfectScaleperfectscale.io9.6M raised · Seed

Founded 2021

Sells To Enterprise

Pricing Model Recurring, Software

Ownership Venture Capital

Run:ai

Provider NVIDIAnvidia.com24.1B raised · Public

Founded 1993

Sells To Consumers, Enterprise

Pricing Model Licensing, Product Sales, Subscription

Ownership Public

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