Scalable logic-based analytics are frequently dominated by cyclic multi-way joins over large relational datasets. State-of-the-art systems evaluate these joins through chains of binary joins, incurring substantial overhead from large intermediate relations that must be materialized and redistributed across the network....
Kun-Ting Qi, Yi-Hao Sun, Kristopher K. Micinski et al.· 0 citations
Decompile-Diverge is proposed, a behavioral comparison oracle not relying on fixed or hand-crafted tests: for each function it synthesizes a driver, grows a fuzzing corpus from the reference, and reruns the decompiled code on the same inputs to detect changes in the function's behavior.
Chang Liu, Edward Raff, Kristopher K. Micinski· 3 citations
WGLog is introduced, the first web-browser-native GPU engine for compute-bound recursive database queries and replaces hash-table-based joins with atomic-free sorted-array joins, eliminating the serialization bottleneck that hash tables suffer on skewed graphs.
Jiaxin Lu, Landon Dyken, Yi-Hao Sun et al.· arXiv.org· 0 citations
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