Memory Compression for High-Fanout Agent Sandboxes
- 类型：arxiv
- 标识：2609.11294
- 链接：http://arxiv.org/abs/2609.11294v1
- 主分类：agent
- 形态：method
- TLDR：High-fanout agent workloads create a growing memory bottleneck because a single task may spawn many concurrent sandbox sessions. Yet these sandboxes are far from independent: they originate from a shared template and execute related trajectories, exposing substantial template-relative and cross-sandbox memory redundancy. Conventional memory compression is poorly matched to this setting in three fundamental dimensions: how to compress, because they fail to exploit similarity across non-identical sandbox pages; what to compress, because they control page-fault overhead through conservative page
- 待LLM分类：否
- 标题中文：面向高扇出 Agent Sandboxes 的 Memory 压缩。
- TLDR中文：高扇出 agent 工作负载造成日益严重的内存瓶颈，因为单个任务可能衍生大量并发 sandbox 会话。然而这些 sandbox 并非真正独立：它们源自同一模板并执行相关轨迹，暴露出大量模板相对与跨 sandbox 的内存冗余。传统内存压缩方法在此场景下存在三个根本性维度的不匹配：压缩方式上，未能利用非完全相同 sandbox 页面之间的相似性；压缩对象上，仅通过保守的页面策略控制缺页开销。
- 来源文件：
- /inbox/tom/_candidates/2026-09-11-agent-rag-longcontext-candidates.json