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SupMR: Circumventing Disk and Memory Bandwidth Bottlenecks for Scale-up MapReduce
Reading input from primary storage (i.e. the ingest phase) and aggregating results (i.e. the merge phase) are important pre- and …
Michael Sevilla
,
Ike Nassi
,
Kleoni Ioannidou
,
Scott Brandt
,
Carlos Maltzahn
Cite
A Framework for an In-depth Comparison of Scale-up and Scale-out
When data grows too large, we scale to larger systems, either by scaling out or up. It is understood that scale-out and scale-up have …
Micheal Sevilla
,
Ike Nassi
,
Kleoni Ioannidou
,
Scott Brandt
,
Carlos Maltzahn
Cite
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