June 2016
Beginner to intermediate
494 pages
17h 52m
English
Content preview from Big Data
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Chapter 7
Resource Management in Big Data Processing Systems
S. Tang; B. He; H. Liu; B.-S. Lee
Abstract
Resource management is a fundamental design issue for Big Data processing systems in the cloud. Different resource allocation policies can have significantly different impacts on performance and fairness. In this chapter, we first make an overview of existing Big Data processing and resource management systems. Next, we have a study on the economic fairness for large-scale resource management in the cloud, according to some desirable properties including sharing incentive, truthfulness, resource-as-you-pay fairness, and pareto efficiency. Both single- and multiresource management are studied for cloud computing. We show that the proposed ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.