From Batch to Stream: Automatic Generation of Online Algorithms
Ziteng Wang,
Shankara Pailoor,
Aaryan Prakash
et al.
Abstract:Online streaming algorithms, tailored for continuous data processing, offer substantial benefits but are often more intricate to design than their offline counterparts. This paper introduces a novel approach for automatically synthesizing online streaming algorithms from their offline versions. In particular, we propose a novel methodology, based on the notion of relational function signature (RFS), for deriving an online algorithm given its offline version. Then, we propose a concrete synthesis algorithm that… Show more
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