NCCLbpf: Verified, Composable Policy Execution for GPU Collective Communication
2026-03-13T08:52:29Z•94de2eb1209381c9beb7ee011017f9a1be38bb95847b94818bf6f0263d5d06bb
AllReduceApptainerByzantine-fault-toleranceCUDAGPUHPC-containersKubernetes-schedulingMPINCCLSDNSMRanomaly-detectionatomic-policycollective-communicationconsensusdecentralized-orchestrationeBPFerasure-codingfederated-learninghot-reloadleader-bottleneckplugin-sandboxingruntime-attestationsupply-chainverified-runtime
What happened
This collection covers recent systems research with direct operational and security relevance: NCCLbpf embeds a verified userspace eBPF runtime into NCCL to run composable, verifiable GPU communication plugins with atomic hot-reloads and very low latency overhead, reducing unsafe plugin behaviors at load time; Carnot protocols show how erasure-coding and multi-round finality can minimize leader bandwidth in Byzantine-tolerant SMR; a decentralized multi-domain orchestration architecture proposes SDN-enabled anomaly detection (FU-HST) to harden decentralized federated learning against Byzantine/
Why it matters
A reviewed impact interpretation has not been published for this record.
Evidence and limitations
- Source ID
- arxiv_cs_dc
- Record identifier
- 94de2eb1209381c9beb7ee011017f9a1be38bb95847b94818bf6f0263d5d06bb
- Enrichment time
- 2026-03-13T08:52:29Z
- AI-assisted enrichment
- Yes
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