IR-drop based electromigration assessment: Parametric failure chip-scale analysis

This paper presents a novel approach and techniques for electromigration (EM) assessment in power delivery networks. An increase in the voltage drop above the threshold level, caused by EM-induced increase in resistances of the individual interconnect segments, is considered as a failure criterion. This criterion replaces a currently employed conservative weakest segment criterion, which does not account an essential redundancy for current propagation existing in the power-ground (p/g) networks. EM-induced increase in the resistance of the individual grid segments is described in the approximation of the physics-based formalism for void nucleation and growth. A developed technique for calculating the hydrostatic stress distribution inside a multi branch interconnect tree allows to avoid over optimistic prediction of the time to failure made with the Blech-Black analysis of individual branches of interconnect segment. Experimental results obtained on the IBM benchmark circuit validate the proposed methods.

[1]  I. Blech Electromigration in thin aluminum films on titanium nitride , 1976 .

[2]  Sheldon X.-D. Tan,et al.  Physics-based electromigration assessment for power grid networks , 2014, 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC).

[3]  V. Sukharev Beyond Black’s equation: Full-chip EM/SM assessment in 3D IC stack , 2014 .

[4]  D. D. Brown,et al.  Microstructure based statistical model of electromigration damage in confined line metallizations in the presence of thermally induced stresses , 1993 .

[5]  Farid N. Najm,et al.  Fast Vectorless Power Grid Verification Under an RLC Model , 2011, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[6]  Milton Ohring,et al.  Reliability and Failure of Electronic Materials and Devices, Second Edition , 1998 .

[7]  Sani R. Nassif,et al.  Power grid analysis benchmarks , 2008, 2008 Asia and South Pacific Design Automation Conference.

[8]  J. Lloyd New models for interconnect failure in advanced IC technology , 2008, 2008 15th International Symposium on the Physical and Failure Analysis of Integrated Circuits.

[9]  M. Gall,et al.  Electromigration early failure void nucleation and growth phenomena in Cu and Cu(Mn) interconnects , 2013, 2013 IEEE International Reliability Physics Symposium (IRPS).

[10]  S. Hau-Riege,et al.  Experimental characterization and modeling of the reliability of interconnect trees , 2001 .

[11]  Sachin S. Sapatnekar,et al.  The impact of electromigration in copper interconnects on power grid integrity , 2013, 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC).

[12]  J. Black,et al.  Electromigration—A brief survey and some recent results , 1969 .

[13]  Stefan P. Hau-Riege,et al.  The Effects of the Mechanical Properties of the Confinement Material on Electromigration in Metallic Interconnects , 2000 .

[14]  M. Korhonen,et al.  Stress evolution due to electromigration in confined metal lines , 1993 .

[15]  Jun-Ho Choy,et al.  Accurate full-chip estimation of power map, current densities and temperature for EM assessment , 2014, 2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).