DeltaBox achieves millisecond-level checkpoint (14ms) and rollback (5ms) for AI agent sandboxes by layering file states and using incremental process dumps to exploit similarity between consecutive checkpoints.
Faasnap: Faas made fast using snapshot-based vms,
3 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 3representative citing papers
FlexPipe introduces runtime pipeline refactoring for LLMs to achieve higher resource efficiency and lower latency in serverless GPU clusters with fragmentation.
Flare proposes routing microservice spike load selectively to serverless while keeping steady load on VMs, with claimed minimal integration changes.
citing papers explorer
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DeltaBox: Scaling Stateful AI Agents with Millisecond-Level Sandbox Checkpoint/Rollback
DeltaBox achieves millisecond-level checkpoint (14ms) and rollback (5ms) for AI agent sandboxes by layering file states and using incremental process dumps to exploit similarity between consecutive checkpoints.
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FlexPipe: Adapting Dynamic LLM Serving Through Inflight Pipeline Refactoring in Fragmented Serverless Clusters
FlexPipe introduces runtime pipeline refactoring for LLMs to achieve higher resource efficiency and lower latency in serverless GPU clusters with fragmentation.
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Flare: Leveraging Serverless Elasticity to Absorb Microservice Load Spikes
Flare proposes routing microservice spike load selectively to serverless while keeping steady load on VMs, with claimed minimal integration changes.