42 citations · 202 across the 30 of their papers we have counts for
7 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…
Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems
Anish Krishnakumar, Samet E. Arda, A. Alper Goksoy +4
Domain-specific systems-on-chip, a class of heterogeneous many-core systems, are recognized as a key approach to narrow down the performance and energy-efficiency gap between custo…
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…
User-Space Emulation Framework for Domain-Specific SoC Design
Joshua Mack, Nirmal Kumbhare, Anish NK +2
In this work, we propose a portable, Linux-based emulation framework to provide an ecosystem for hardware-software co-design of Domain-specific SoCs (DSSoCs) and enable their rapid…
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…
Analysis and Control of Power-Temperature Dynamics in Heterogeneous Multiprocessors
Ganapati Bhat, Suat Gumussoy, Umit Y. Ogras
Virtually all electronic systems try to optimize a fundamental trade-off between higher performance and lower power consumption. The latter becomes critical in mobile computing sys…