RamakrishnaChilaka opened a new pull request, #15140:
URL: https://github.com/apache/lucene/pull/15140

   ### Description
   This PR updates LongHeap from a fixed 2-ary heap to a 3-ary heap (the code 
is generic with n-ary Heap). The change improves cache locality and reduces 
heap operations for larger heaps, which improves overall query performance.
   
   ### Benchmarks
   Luceneutil has been run with TopN as 1000 (see 
https://github.com/apache/lucene/pull/14709.)
   
   ```
                               TaskQPS baseline      StdDevQPS 
my_modified_version      StdDev                Pct diff p-value
        BrowseRandomLabelSSDVFacets        1.59     (13.0%)        1.52      
(6.1%)   -4.4% ( -20% -   16%) 0.167
                   HighSloppyPhrase       20.10      (9.3%)       19.52      
(6.4%)   -2.9% ( -17% -   14%) 0.258
               BrowseDateSSDVFacets        0.51     (10.2%)        0.50     
(10.4%)   -2.7% ( -21% -   20%) 0.415
        BrowseRandomLabelTaxoFacets        1.35     (15.1%)        1.32      
(3.4%)   -2.4% ( -18% -   18%) 0.495
               BrowseDateTaxoFacets        1.83     (26.1%)        1.79      
(9.0%)   -2.3% ( -29% -   44%) 0.705
                  HighTermTitleSort       28.52      (2.9%)       27.98      
(3.9%)   -1.9% (  -8% -    5%) 0.080
          BrowseDayOfYearTaxoFacets        1.88     (23.8%)        1.85      
(9.3%)   -1.6% ( -27% -   41%) 0.777
               HighIntervalsOrdered        5.14      (6.0%)        5.08      
(5.8%)   -1.2% ( -12% -   11%) 0.502
                        LowSpanNear       24.52      (6.3%)       24.29      
(7.8%)   -0.9% ( -14% -   14%) 0.676
           AndHighHighDayTaxoFacets       19.61      (4.6%)       19.48      
(5.2%)   -0.7% ( -10% -    9%) 0.673
              BrowseMonthTaxoFacets        1.96      (6.1%)        1.94      
(6.3%)   -0.6% ( -12% -   12%) 0.748
               HighTermTitleBDVSort        6.95      (5.0%)        6.92      
(5.8%)   -0.5% ( -10% -   10%) 0.785
                         TermDTSort       51.57      (4.6%)       51.36      
(5.1%)   -0.4% (  -9% -    9%) 0.787
                LowIntervalsOrdered       72.91     (12.9%)       72.63     
(15.0%)   -0.4% ( -25% -   31%) 0.933
                MedIntervalsOrdered        4.67      (5.2%)        4.66      
(6.4%)   -0.3% ( -11% -   11%) 0.854
            AndHighMedDayTaxoFacets       27.57      (3.5%)       27.60      
(3.9%)    0.1% (  -7% -    7%) 0.912
                    MedSloppyPhrase       11.49      (2.9%)       11.54      
(2.7%)    0.4% (  -5% -    6%) 0.649
                         AndHighLow      676.59      (5.6%)      680.20      
(4.4%)    0.5% (  -8% -   11%) 0.738
              HighTermDayOfYearSort       48.85      (6.8%)       49.18      
(6.3%)    0.7% ( -11% -   14%) 0.748
                          LowPhrase       48.95      (4.5%)       49.52      
(4.9%)    1.2% (  -7% -   11%) 0.429
             OrHighMedDayTaxoFacets        4.62      (7.1%)        4.68      
(5.5%)    1.3% ( -10% -   14%) 0.512
                            Respell       21.00      (8.2%)       21.28      
(6.3%)    1.3% ( -12% -   17%) 0.566
                    LowSloppyPhrase       18.02      (8.2%)       18.39      
(6.0%)    2.0% ( -11% -   17%) 0.373
                         HighPhrase       26.79      (3.0%)       27.35      
(2.5%)    2.1% (  -3% -    7%) 0.015
          BrowseDayOfYearSSDVFacets        2.44     (13.5%)        2.49     
(10.8%)    2.2% ( -19% -   30%) 0.565
                             IntNRQ      124.80      (2.6%)      127.62      
(2.7%)    2.3% (  -2% -    7%) 0.006
                        MedSpanNear       71.89      (3.3%)       73.63      
(2.9%)    2.4% (  -3% -    8%) 0.014
                              range     2418.26      (7.8%)     2481.43      
(6.2%)    2.6% ( -10% -   18%) 0.242
                             Fuzzy2       32.82      (6.2%)       33.72      
(7.9%)    2.7% ( -10% -   17%) 0.222
                           PKLookup      124.86      (9.3%)      128.39      
(9.8%)    2.8% ( -14% -   24%) 0.350
                  HighTermMonthSort      109.23     (10.0%)      112.66     
(11.5%)    3.1% ( -16% -   27%) 0.355
                       HighSpanNear       12.77     (10.1%)       13.23      
(7.0%)    3.6% ( -12% -   23%) 0.189
               MedTermDayTaxoFacets       23.20      (7.2%)       24.08      
(3.9%)    3.8% (  -6% -   16%) 0.039
                             IntSet      319.40      (7.9%)      332.99      
(7.0%)    4.3% (  -9% -   20%) 0.070
                      OrHighNotHigh       63.45     (12.0%)       66.16     
(11.1%)    4.3% ( -16% -   31%) 0.242
                       OrNotHighLow      653.14      (4.5%)      681.44      
(5.5%)    4.3% (  -5% -   15%) 0.007
                             Fuzzy1       33.92      (9.6%)       35.47      
(8.8%)    4.6% ( -12% -   25%) 0.116
                        AndHighHigh       72.73     (11.4%)       76.10     
(12.0%)    4.6% ( -16% -   31%) 0.210
                           Wildcard      162.20      (3.9%)      169.92      
(3.7%)    4.8% (  -2% -   12%) 0.000
                          MedPhrase      105.75      (5.3%)      111.28      
(6.2%)    5.2% (  -5% -   17%) 0.004
                         AndHighMed      300.00      (3.5%)      317.31      
(3.5%)    5.8% (  -1% -   13%) 0.000
                         OrHighHigh       81.99     (10.0%)       86.95     
(11.8%)    6.1% ( -14% -   30%) 0.080
                      OrNotHighHigh       94.63      (8.0%)      100.89      
(8.5%)    6.6% (  -9% -   25%) 0.011
                       OrNotHighMed      156.93      (5.2%)      167.46      
(5.7%)    6.7% (  -3% -   18%) 0.000
                       OrHighNotLow      109.84     (12.4%)      118.15     
(13.7%)    7.6% ( -16% -   38%) 0.067
                            Prefix3      298.72      (4.6%)      321.96      
(4.8%)    7.8% (  -1% -   17%) 0.000
              BrowseMonthSSDVFacets        2.46      (8.4%)        2.66     
(17.5%)    8.0% ( -16% -   37%) 0.066
                          OrHighMed      135.37      (5.3%)      147.30      
(8.0%)    8.8% (  -4% -   23%) 0.000
                           HighTerm      169.55     (10.9%)      189.84     
(15.3%)   12.0% ( -12% -   42%) 0.004
                          OrHighLow      182.04      (8.5%)      203.99     
(10.4%)   12.1% (  -6% -   33%) 0.000
                            MedTerm      257.50      (9.8%)      297.02     
(14.4%)   15.4% (  -8% -   43%) 0.000
                       OrHighNotMed      215.73      (6.5%)      249.31      
(9.1%)   15.6% (   0% -   33%) 0.000
                            LowTerm      411.97      (8.6%)      481.02     
(13.4%)   16.8% (  -4% -   42%) 0.000
   ```
   
   


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