Fault Management in Map-Reduce through Early Detection ... - Usenix


have made ?big data? analytics possible and economically viable in a wide .....
fault is illustrated for Hadoop clusters of different sizes in. Figure 3(a) and for the ...

NSDI '12: 9th USENIX Symposium on Networked Systems Design ...


Big Data. CORFU: A Shared Log Design for Flash Clusters . ... Toward
Predictable Performance in Software Packet-Processing Platforms . ..... single
imperative: to keep flash units as simple, inexpen- ...... Emulating SSD writes also
allows us to test the CORFU ..... Cluster computing frameworks like MapReduce [
10] and.

Early Accurate Results for Advanced Analytics on MapReduce


Apr 28, 2015 ... grands télescopes tels que le Large Synoptic Survey Telescope ... Nowadays,
more and more scientific fields rely on data mining to ...... The single simple node
processing power is roughly characterized by the ...... and test the algorithms, a
MapReduce framework is needed. ...... USENIX Association, 2004.