کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
484540 703280 2015 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Pervasive Data Processing
ترجمه فارسی عنوان
پردازش اطلاعات فراگیر؟
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

This paper presents a data processing framework for enabling MapReduce approach to be available in pervasive networks, including sensor networks and Internet of Things (IoT). It is unique among other existing MapReduce-based approaches, because it can locally process data maintained on nodes in pervasive networks. It dynamically deploys programs for data processing at the nodes that have the target data as a map step and executes the programs with the local data. Finally, it aggregates the results of the programs to certain nodes as a reduce step. The paper proposes the architecture of the framework and describes its basic performance and application.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 63, 2015, Pages 16-23