Abstract High Performance Computing (HPC) systems are complex machines with
heterogeneous components that can break or malfunction. Automated anomaly detection in …

Modern parallel platforms, such as clouds or servers, are often shared among many different
jobs. However, existing parallel programming runtime systems are designed and optimized …

Cloud computing provides the illusion of infinite capacity to application developers.
However, data center provisioning is complex and it is still necessary to handle the risk of …

In online data-intensive (OLDI) services, each client request typically executes on multiple
servers in parallel; as a result," system hiccups", although rare within a single server, can …

The deployment of modern applications in geo-distributed systems results in performance
fluctuation which is a consequence of long-tail latency. To deliver high-quality services these …

This thesis is concerned with the development of programming technologies that reduce the
complexity of parallel programming to make it easier for average programmers to exploit the …

Modern cloud applications require strict performance guarantees from the underlying
systems. However, these applications suffer from several performance issues such as high …

Modern parallel platforms, such as clouds or servers, are often shared among many different
jobs. However, existing parallel programming runtime systems are designed and optimized …

Parallel and distributed systems are pervasive, such as web services, clouds, and cyber-
physical systems. We often desire high throughput and small latency in the parallel and …

As both the availability of internet access and the prominence of smart devices continue to
increase, data is being generated at a rate faster than ever before. This massive increase in …