repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday
beam-cloud/beta9
Ultrafast serverless GPU inference, sandboxes, and background jobs
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 57%Hardware startup unveils inference accelerator →
- PossiblePossibly related (embedding) · 48%Cerebras OpenAI deal capacity has effectively killed the waitlist for everyone else [D] →
- PossiblePossibly related (embedding) · 47%SoftBank enters the rent-a-GPU race as America looks for support for AI training →
- PossiblePossibly related (embedding) · 47%Spot/interruptible H100 and A100 pricing across RunPod, Vast.ai, and AWS - June 2026 data [D] →
- PossiblePossibly related (embedding) · 47%One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining →
- PossiblePossibly related (embedding) · 53%WattGPU: Predicting Inference Power and Latency on Unseen GPUs and LLMs →
- PossiblePossibly related (embedding) · 57%GPUHedge: Hedging serverless GPU providers improves cold start p95 latency from 117s to 30s [P] →
- PossiblePossibly related (embedding) · 50%Understanding GPU Inference Workloads [D] →
Covers
newsHardware startup unveils inference acceleratornewsCerebras OpenAI deal capacity has effectively killed the waitlist for everyone else [D]newsSoftBank enters the rent-a-GPU race as America looks for support for AI trainingnewsSpot/interruptible H100 and A100 pricing across RunPod, Vast.ai, and AWS - June 2026 data [D]
Implements
Implements (incoming)
Covers (incoming)
Related across the graph
newsSoftBank enters the rent-a-GPU race as America looks for support for AI trainingnewsCerebras OpenAI deal capacity has effectively killed the waitlist for everyone else [D]newsGPUHedge: Hedging serverless GPU providers improves cold start p95 latency from 117s to 30s [P]paperWattGPU: Predicting Inference Power and Latency on Unseen GPUs and LLMsnewsUnderstanding GPU Inference Workloads [D]newsHardware startup unveils inference acceleratornewsSpot/interruptible H100 and A100 pricing across RunPod, Vast.ai, and AWS - June 2026 data [D]paperOne-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining