I am looking for addressing the issue of single point failure by integrating Zookeeper and allow Hadoop to use the namespace from Zookeeper? Is it possible? how can we address this ?
Sure, it might be technically possible, but this is not something that has been implemented in any shape or form just yet. You can't just plug it into ZooKeeper... it'll take some engineering effort to get it done (by you perhaps?!).
Here are a couple pointers to solutions of this:
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