Abstract Context: Hadoop, Spark, Storm, and Mesos are very well known frameworks in both
research and industrial communities that allow expressing and processing distributed …

These are the days of Growth and Innovation for a better future. Now-a-days companies are
bound to realize need of Big Data to make decision over complex problem. Big Data is a …

Hadoop MapReduce reactively detects and recovers faults after they occur based on the
static heartbeat detection and the re-execution from scratch techniques. However, these …

High-Performance Computing (HPC) systems need to be constantly monitored to ensure
their stability. The monitoring systems collect a tremendous amount of data about different …

Anomaly detection is very important in the field of operation and maintenance (O&M).
However, in O&M, we find that direct use of the existing anomaly detection algorithms often …

In recent years the demand for High-performance computing (HPC) data centers has
increased. HPC often consists of thousands of computing services. Given the high costs …

Given the dynamic nature of cloud environments, failures are the norm rather than the
exception in data centers powering cloud frameworks. Despite the diversity of integrated …

With the foundation and inception of resource management, workload prediction technology
has always been the hot spot in the field of computing research. With the rapid development …