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Preprint Aug 2026

Global Simulation-Guided Dynamic Operator Scheduling for Efficient Multi-Tenant Model Serving

Container-granularity scheduling leaves abundant short-lived idle slices within containers unexploited. Reallocating containers is too heavyweight to utilize such fine-grained opportunities under SLA constraints, and operator-level scheduling requires reasoning about dependencies, memory safety, and cluster-wide execut...

Weinan Liu, Zeyuan Ding, D. Ding et al. · 0 citations
Book Open access Aug 2026

Towards Efficient Verification of Distributed In-Network Computing Programs

Procurator is a verification framework that efficiently captures interactive behaviors in distributed in-network programs and employs an intermediate representation (IR) pruner to reduce the execution space and a schedule-replay-based acceleration approach to avoid explicit exploration of long execution traces.

Mingyuan Song, Huan-Xing Shen, Jinghui Jiang et al. · 0 citations
Book Open access Aug 2026

AegisPath: Privacy-Preserving Interdomain Data-Plane Verification with Versioned Verifiable Evidence

A AegisPath is presented, it replaces centralized verification with distributed witness generation to protect AS-local configurations, decouples witness generation from repeated auditing through a commit-and-prove design, uses zero-knowledge proofs to answer queries without revealing forwarding paths, and supports incr...

Mingjun Fang, Shuhao Zheng, Zonglun Li et al. · 0 citations

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