39 citations · 56 across the 18 of their papers we have counts for
3 papers · 1 filter
Performance Analysis and Optimization of Sparse Matrix-Vector Multiplication on Modern Multi- and Many-Core Processors
Athena Elafrou, Georgios Goumas, Nektarios Koziris
This paper presents a low-overhead optimizer for the ubiquitous sparse matrix-vector multiplication (SpMV) kernel. Architectural diversity among different processors together with…
A Decision Tree Based Approach Towards Adaptive Profiling of Distributed Applications
Ioannis Giannakopoulos, Dimitrios Tsoumakos, Nectarios Koziris
The adoption of the distributed paradigm has allowed applications to increase their scalability, robustness and fault tolerance, but it has also complicated their structure, leadin…
Elastic Resource Management with Adaptive State Space Partitioning of Markov Decision Processes
Konstantinos Lolos, Ioannis Konstantinou, Verena Kantere +1
Modern large-scale computing deployments consist of complex applications running over machine clusters. An important issue in these is the offering of elasticity, i.e., the dynamic…