Give


Graduate Exam Abstract


Nishi Kapadia

Ph.D. Preliminary

November 26, 2012, 9:30 am

ISTeC Conference Room - CS305

A Holistic Framework for Multi-objective Synthesis of 2D and 3D NoC-based MPSoCs with Voltage Islands


Abstract: High power dissipation has today become one of the major challenges in multiprocessor system-on-chip (MPSoC) design. The use of voltage islands (VIs) can help reduce both switching and standby components of power. However, with increasing core counts in MPSoCs, the complexity of problems such as core to VI-mapping and VI-aware network-on-chip (NoC) design for optimal performance and power has grown exponentially. Moreover, undesirable IR drops in Power Delivery Networks (PDNs) of these systems can worsen the quality of voltage supply and thereby affect overall performance. This problem is even more severe in 3D MPSoCs where the current in the PDN increases proportionally to the number of device layers. Additionally, with nanometer-scale feature sizes in today’s CMOS technologies, variations in fabrication processes have been observed to cause unpredictable behavior in contemporary MPSoC designs. System- level design approaches that are aware of these variations can be crucial for designing energy-efficient systems. To overcome these challenges, we propose a holistic NoC synthesis framework for emerging MPSoCs. Our framework combines novel VI-aware algorithms and heuristics to perform VI partitioning, core-to-die mapping, and routing path allocation to minimize chip power dissipation; at the same time satisfying application performance and VI-contiguity constraints. A novel PDN-aware methodology integrates these NoC-design algorithms with efficient PDN synthesis techniques which optimize the PDN design while satisfying IR-drop constraints, to achieve an improved overall system performance and power profile. Finally, a variation-aware methodology is proposed that together with a novel VI- placement approach optimizes computation energy of the MPSoC in the presence of process variations. Experimental results show that our framework derives significant improvements over prior efforts in the area of NoC synthesis for MPSoCs.

Adviser: Dr. Sudeep Pasricha
Co-Adviser: N/A
Non-ECE Member: Dr. Michelle Strout, Computer Science
Member 3: Dr. Anura Jayasumana
Addional Members: Dr. H. J. Siegel

Publications:
N. Kapadia, S. Pasricha, "VISION: A Framework for Voltage Island Aware Synthesis of Interconnection Networks-on-Chip", ACM Great Lakes Symposium on VLSI (GLSVLSI) 2011, May 2011.

N. Kapadia, S. Pasricha, "A Power Delivery Network Aware Framework for Synthesis of 3D Networks-on-Chip with Multiple Voltage Islands", IEEE International Conference on VLSI Design (VLSID), January 2012.

N. Kapadia, S. Pasricha, "A Framework for Low Power Synthesis of Interconnection Networks-on-Chip with Multiple Voltage Islands", the Integration, the VLSI Journal.


Program of Study:
ECE 658
ECE 661
N/A
N/A
N/A
N/A
N/A
N/A