Large scale distributed computing and applications models and trends offers a coherent and realistic image of todays research results in large scale distributed systems explains state of the art technological solutions for the main issues regarding large scale distributed systems and presents the benefits of using large scale distributed . Large scale computing is the deployment of a process onto more than one chunk of memory typically running on more than one hardware element or node large scale generally refers to the use of multiple nodes that collaborate on a few levels to complete a task. Distributed computing practice for large scale science engineering applications 3 applications as these reinforce the need for distributed computing as well as serving as a reminder of the extreme challenges involved in designing and programming distributed applications. We did a large of research on large scale spatial data environment and designed a distributed inverted grid index by combining inverted index and spatial grid partition with mapreduce model which is simple dynamic scalable and fits for processing high dimensional spatial data
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