113 citations · 189 across the 7 of their papers we have counts for
Showing cs.DCShow all
3 papers · 1 filter
cs.DC2020★ 1 cited
S2CE: A Hybrid Cloud and Edge Orchestrator for Mining Exascale Distributed Streams
Nicolas Kourtellis, Herodotos Herodotou, Maciej Grzenda +2
The explosive increase in volume, velocity, variety, and veracity of data generated by distributed and heterogeneous nodes such as IoT and other devices, continuously challenge the…
cs.DC2019★ 30 cited
Automating Distributed Tiered Storage Management in Cluster Computing
Herodotos Herodotou, Elena Kakoulli
Data-intensive platforms such as Hadoop and Spark are routinely used to process massive amounts of data residing on distributed file systems like HDFS. Increasing memory sizes and…
cs.DC2011★ 113 cited
Hadoop Performance Models
Herodotos Herodotou
Hadoop MapReduce is now a popular choice for performing large-scale data analytics. This technical report describes a detailed set of mathematical performance models for describing…