Modern resource management frameworks for largescale analytics leave unresolved the
problematic tension between high cluster utilization and job's performance predictability …

The continuous shift towards data-driven approaches to business, and a growing attention to
improving return on investments (ROI) for cluster infrastructures is generating new …

Cloud and big data technologies are now converging to enable organisations to outsource
data in the cloud and get value from data. Big data systems typically exploit computer …

Data center costs are among the major enterprise expenses, and any improvement in data
center resource utilization corresponds to significant savings in true dollars. We focus on the …

Data centers form the core of current information and commercial enterprise. At current
scale, any improvement in data center resource utilization leads to substantial savings. We …

Heterogeneity in modern datacenters is on the rise, in hardware resource characteristics, in
workload characteristics, and in dynamic characteristics (eg, a memoryresident copy of input …

The success of modern applications depends on the insights they collect from their data
repositories. Data repositories for such applications currently exceed exabytes and are …

The continuous shift towards data-driven approaches to business, and a growing attention to
improving return on investments (ROI) for cluster infrastructures is generating new …

The continuous shift towards data-driven approaches to business, and a growing attention to
improving return on investments (ROI) for cluster infrastructures is generating new …