12 citations · 13 across the 8 of their papers we have counts for
4 papers · 1 filter
Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs
Sumit K. Mandal, Umit Y. Ogras, Janardhan Rao Doppa +3
Dynamic resource management has become one of the major areas of research in modern computer and communication system design due to lower power consumption and higher performance d…
Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion
Sumit K. Mandal, Anish Krishnakumar, Raid Ayoub +2
Priority-aware networks-on-chip (NoCs) are used in industry to achieve predictable latency under different workload conditions. These NoCs incorporate deflection routing to minimiz…
Analytical Performance Modeling of NoCs under Priority Arbitration and Bursty Traffic
Sumit K. Mandal, Raid Ayoub, Michael Kishinevsky +2
Networks-on-Chip (NoCs) used in commercial many-core processors typically incorporate priority arbitration. Moreover, they experience bursty traffic due to application workloads. H…
An Online Learning Methodology for Performance Modeling of Graphics Processors
Ujjwal Gupta, Manoj Babu, Raid Ayoub +4
Approximately 18 percent of the 3.2 million smartphone applications rely on integrated graphics processing units (GPUs) to achieve competitive performance. Graphics performance, ty…