Failures and Other Challenges of Big-Data Analytics
Microsoft
Failures and Other Challenges of Big-Data Analytics
An important challenge faced by today’s big-data analytics systems is fault-tolerance: When running a parallel query at large scale, some form of failure is likely to occur during execution. Existing systems typically take one of two radically different strategies to handle failures: restart entire queries or materialize the output of each ...
May 8, 2012
Big Data Analytics
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