Accelerating XML Query Matching through Custom Stack Generation on FPGAs
نویسندگان
چکیده
Publish-subscribe systems present the state of the art in information dissemination to multiple users. Such systems have evolved from simple topic-based to the current XML-enabled systems. Here, users pose complex queries (expressed in XPath) on the structure and content of the streaming documents. The parts of the documents that match the user queries are then returned to the users. This paper proposes a novel hardware architecture that would exploit the parallelism found in XPath filtering systems. Using an incoming XML stream, parsing and matching with thousands of user profiles are performed simultaneously on a single FPGA, thus yielding up to three orders of magnitude higher throughput when compared to conventional approaches bound by the sequential aspect of software computing. By converting XPath expressions into custom stacks, our architecture is the first providing full support for all structural XPath constructs, including parent-child and ancestor descendant relations, whilst allowing wildcarding and recursion.
منابع مشابه
Prototyping a Vibrato-Aware Query-By-Humming (QBH) Music Information Retrieval System for Mobile Communication Devices: Case of Chromatic Harmonica
Background and Aim: The current research aims at prototyping query-by-humming music information retrieval systems for smart phones. Methods: This multi-method research follows simulation technique from mixed models of the operations research methodology, and the documentary research method, simultaneously. Two chromatic harmonica albums comprised the research population. To achieve the purpose ...
متن کاملEfficient XML Path Filtering Using GPUs
Publish-subscribe (pub-sub) systems present the state of the art in information dissemination to multiple users.Current XML-based pub-sub systems provide users with considerable flexibility allowing the formulation of complex queries on the content as well as the structure of the streaming messages. Messages that contain one or more matches for a given user profile (query) are forwarded to the ...
متن کاملEfficient XML tree pattern query evaluation using a novel one-phase holistic twig join scheme
Purpose of this paper This paper aims to provide an efficient algorithm for XML twig query evaluation. Design/Methodology/Approach In this chapter, we propose a single-phase holistic twig pattern matching method based on the TwigStack algorithm. Our method applies a novel stack structure to preserve the holisticity of the twig matches. Twig matches rooted at elements that are currently in the r...
متن کاملStructural Joins: A Primitive for Efficient XML Query Pattern Matching
XML queries typically specify patterns of selection predicates on multiple elements that have some specified tree structured relationships. The primitive tree structured relationships are parent-child and ancestor-descendant, and finding all occurrences of these relationships in an XML database is a core operation for XML query processing. In this paper, we develop two families of structural jo...
متن کاملStructural Joins: a Primitive for Eecient Xml Query Pattern Matching
XML queries typically specify patterns of selection predicates on multiple elements that have some speciied tree structured relationships. The primitive tree structured relationships are parent-child and ancestor-descendant, and nding all occurrences of these structural relationships in an XML database is a core operation for XML query processing. In this paper, we develop two families of struc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010