一句话:系统研究正则图模式同态问题,揭示其复杂度高于同态问题并给出二分猜想与保证高效的结构限制。
本文针对图数据库查询语言中合取正则路径查询的求值问题,提出正则图模式(RGP)同态问题并展开系统研究。作者指出 RGP 同态不能归约到已知同态问题,需发展新技术。首先证明非一致版本比通常同态问题计算更难;通过建立二者联系,提出类似 CSP 代数二分猜想的二分猜想。随后研究左侧实例的结构限制,考察基于“模等价的有界树宽”的限制,该概念刻画通常同态问题的可处理性。作者提出两种基于不同 RGP 等价解释的此类限制,并证明它们均能保证 RGP 同态问题的高效性。
The evaluation of conjunctive regular path queries - which form the navigational core of the query languages for graph databases - raises challenges in the context of the homomorphism problem that are not fully addressed by existing techniques. We start a systematic investigation of such challenges using a notion of homomorphism for regular graph patterns (RGPs). We observe that the RGP homomorphism problem cannot be reduced to known instances of the homomorphism problem, and new techniques need to be developed for its study. We first show that the non-uniform version of the problem is computationally harder than for the usual homomorphism problem. By establishing a connection between both problems, in turn, we postulate a dichotomy conjecture, analogous to the algebraic dichotomy conjecture held in CSP. We also look at which structural restrictions on left-hand side instances of the RGP homomorphism problem ensure efficiency. We study restrictions based on the notion of bounded treewidth modulo equivalence, which characterizes tractability for the usual homomorphism notion. We propose two such notions, based on different interpretations of RGP equivalence, and show that they both ensure the efficiency of the RGP homomorphism problem.