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VLDB Related Work & Literature Positioning

brycewang-stanfordbybrycewang-stanford
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1.1k
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学習とドキュメンテーション

Conducts rigorous prior art audits and literature positioning for PVLDB submissions across classic database canon, modern venues, and industrial engines.

VLDB Related Work helps database systems researchers rigorously position PVLDB and SIGMOD submissions against prior literature to avoid common 'reinvention' rejections. It executes a multi-strata reinvention audit spanning foundational database canon from the 1970s onwards, modern venue rings (SIGMOD, ICDE, CIDR, SOSP/OSDI), and production open-source engines (DuckDB, PostgreSQL, RocksDB). The skill is essential for drafting contrast-driven positioning paragraphs, managing concurrent work under PVLDB's monthly rolling deadlines, and establishing ironclad technical deltas.

主な機能

01Prior art auditing against production and open-source database engine implementations
021,090 GitHub stars
03Multi-strata reinvention audit across 40+ years of classic database literature and TODS
04Cross-lane literature checks spanning core DB, systems venues, theory, and running code
05Tracking and positioning strategy for concurrent papers under monthly PVLDB deadlines
06Structured contrast templates to write clear, assumption-based positioning paragraphs

ユースケース

01Auditing novel database mechanisms against historical 1975-2000 papers before drafting contributions
02Positioning PVLDB or SIGMOD submissions against modern systems and open-source engines
03Structuring formal overlap declarations and deltas for extended workshop or demo papers