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  1. Proceedings of the 2007 workshop on Service-oriented computing performance: aspects, issues, and approaches (SOCP '07)
  2. Parallel XML processing by work stealing
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A QoS-based selection approach of autonomic grid services
McGrid: framework for optimizing grid middleware on multi-core processors
Approaching a parallelized XML parser optimized for multi-coreprocessors
Benefits of alternate XML serialization formats in scientific computing
Parallel XML processing by work stealing
Comparing semantic registries: OWLJessKB and InstanceStore
SISC: providing efficient XML-based service-orientation for core OS functionality
Empowering distributed workflow with the data capacitor: maximizing lustre performance across the wide area network
Data transfer performance issues for a web services interface to synchrotron experiments
Comparing the use of bayesian networks and neural networks in response time modeling for service-oriented systems

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Parallel XML processing by work stealing

Content Provider ACM Digital Library
Author Gannon, Dennis Lu, Wei
Abstract A language for semi-structured documents, XML has emerged as the core of the web services architecture, and is playing crucial roles in messaging systems, databases, and document processing. However, the processing of XML documents has been regarded as the performance bottleneck in most systems and applications. On the other side, the multicore processor, emerged as a solution for the clock-speed limitation of the modern CPUs, has been growingly prevalent. Leveraging the parallelism provided by the multicorere source to speedup the software execution is becoming the trend of the software development. In this paper, we present a parallel processing model for the XML document. The model is not designed just for a specific XML processing task, instead, it is a general model, by which we are able to explore various parallel XML document processing. The kernel of the model is a stealing-based dynamic load-balancing mechanism, called ThreadCrew, by which multiple threads are able to process the disjointed parts of the XML document in parallel with balanced load distribution. The model also provides a novel mechanism to trace the stealing actions, thus the equivalent sequential result can be gotten by gluing the multiple parallel-running results together. To show the feasibility and effectiveness of our approaches, we present our C# implementation of parallel XML serialization in this paper. Our empirical study shows our parallel XML serialization algorithm can improved the XML serializing performance significantly on a multicore machine.
Starting Page 31
Ending Page 38
Page Count 8
File Format PDF
ISBN 9781595937179
DOI 10.1145/1272457.1272462
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2007-06-25
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Xml parallel programming
Content Type Text
Resource Type Article
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