Long-form factuality verification is commonly implemented as a static decompose-search-verify pipeline, with separately prompted modules processing claims and invoking external search. Treating claims independently makes LLM and search calls scale with claim count and causes repeated searches for overlapping evidence a...
Ke-Ning Zheng, Ao-Ying Zheng, Zhi-Gang Chang et al.· 0 citations
Serverless platforms commonly colocate many diverse workloads, each in a fast-booting, memory-lean virtual machine (VM), to improve deployment density. Overprovisioning each VM for its peak protects tail latency during traffic bursts but hurts density; maintaining high density while effectively protecting tail latency...
DDB is presented, a source-level interactive debugger that extends interactive debugging capabilities to distributed applications and shows that each of these challenges admits a targeted solution.
Yibo Yan, Junzhou He, Seo Jin Park· arXiv.org· 0 citations
DDBench is introduced, a code-repair benchmark of 60 historical bugs mined from 13 open-source distributed systems, partitioned into three difficulty tiers, isolating the effect of debugging context from model capability.
Yi-Bo Yan, Huijuan Wang, Jun-Zhou He et al.· 0 citations
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