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interconnect layers (M z ) used for
                                                                              power delivery. A more randomized
                                                                              configuration, commonly used for
                                                                              signal routing in M x  and M y  layers,
                                                                              contributes to increased heating of the
                                                                              interconnect layers.
                                                                                Finally, when low-k materials are
                                                                              used as intermetal dielectrics in the
                                                                              M y  layers, the M y  stack dominates the
                                                                              thermal resistance of the full BEOL
                                                                              stack (Figure 5). Consequently, the
                                                                              M y  part of the BEOL stack provides
                                                                              the most significant opportunity for
                                                                              thermal optimization. The analysis also
                                                                              confirms the impact of the via layers:
                                                                              for the 14-layer stack, they contribute
                                                                              to 86 percent of the total thermal
                                                                              resistance of the BEOL stack, while
                                                                              the line layers only give 14 percent.
                                                                              Note that the thermal resistance of a
                                                                              layer is defined as its thickness divided
                                                                              by the thermal conductivity.
        Figure 5: Thermal resistance contribution of each layer. When using SiO2 as the intermetal dielectric in all   Heat exchange between FEOL
        layers, the highest thermal resistance is ascribed to the Mz layers due to their high thickness—despite the   and BEOL strongly depends on
        good vertical connectivity for the vias. However, when applying low-k 3.0 as the dielectric in the My layers,   the package and cooling solution.
        the My stack dominates the thermal conductivity of the stack.         T he met al li ne temperat u re is a
                                                                              combination of the line self-heating in
                                                                              the BEOL stack and the heating in the
                                                                              FEOL. The heat exchanged between
                                                                              FEOL and BEOL highly depends
                                                                              on how the chip is packaged and on
                                                                              the solution provided for cooling the
                                                                              package—hence, on the application.
                                                                              Our model was evaluated on three
                                                                              flip-chip packages having different
                                                                              cooling scenarios (Figure 6).
                                                                                In the first scenario (Figure 6a),
                                                                              an over-molded f lip-chip package
                                                                              is cooled via nat u ral convection
                                                                              from the top of the package, which
                                                                              is closest to the FEOL. In a second
                                                                              scenario (Figure 6b), a metal lid
                                                                              frame is added to improve the heat
                                                                              conduction to the upper part. In a
                                                                              third case (Figure 6c), forced cooling
                                                                              is applied on the top. While the first
                                                                              and second scenarios resemble a
                                                                              mobile application, forced cooling is
                                                                              typically used in high-performance
                                                                              computer applications.
                                                                                For the f irst scenar io, most of
                                                                              the  heat  generated  in  the FEOL  is
                                                                              r e move d v ia t he BEOL t owa rd s
                                                                              t he la m i nate on wh ich t he f lip -
                                                                              chip  package  is  attached.  In  other


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