sched/nohz: Rewrite, fix and add more accurate load-avg computation

Part 1)

After patch 453494c3d4 (sched: Fix nohz load accounting -- again!), we can fold
the idle into calc_load_tasks_idle between the last cpu load calculating and
calc_global_load calling. However problem still exits between the first cpu
load calculating and the last cpu load calculating. Every time when we do load
calculating, calc_load_tasks_idle will be added into calc_load_tasks, even if
the idle load is caused by calculated cpus. Consider following case:
5HZ+1
| cpu0_load     cpu1    cpu2    cpu3    calc_load_tasks    tasks_idle
|    1           1       1       1
|  -->calc_load                             1                  0
|    1           1       1       1
|                    -->calc_load           2                  0
|    0           0       1       0
|                    -->calc_load           2+1-3=0            -3
|    1           1       0       1
|                            -->calc_load   1-1=0              -1
V
5HZ+11     -->calc_global_load              0                  0

actually the load should be around 3, but shows nearly 0.

This can be found in our work load. The average running processes number
is about 15, but the load only shows about 4.

We provides a solution, by taking those load not calculated cpus' idle out from
global idle as calc_unmask_cpu_load_idle. Then when calc_load execute on every
cpu, we only fold calc_unmask_cpu_load_idle. After this patch, case above
should be as follow:
5HZ+1
| cpu0_load     cpu1    cpu2    cpu3   calc_load_tasks tasks_idle  unmask_idle
|    1           1       1       1
|  -->calc_load                             1              0           0
|    1           1       1       1
|              -->calc_load                 2              0           0
|    0           0       1       0
|                    -->calc_load           2+1-1=2        -3          -1
|    1           1       0       1
|                            -->calc_load   2+1=3          -2-1=-3     0
V
5HZ+11     -->calc_global_load              3              -3          0

CC: Peter Zijlstra <peterz@infradead.org>
CC: Doug Smythies <dsmythies@telus.net>
CC: Ingo Molnar <mingo@redhat.com>
CC: Tao Ma <tm@tao.ma>
CC: Sha Zhengju <handai.szj@gmail.com>
Reported-by: Sha Zhengju <handai.szj@gmail.com>
Signed-off-by: Charles Wang <muming.wq@taobao.com>

Part 2)

Thanks to Charles Wang for spotting the defects in the current code:

 - If we go idle during the sample window -- after sampling, we get a
   negative bias because we can negate our own sample.

 - If we wake up during the sample window we get a positive bias
   because we push the sample to a known active period.

So rewrite the entire nohz load-avg muck once again, now adding
copious documentation to the code.

Reported-and-tested-by: Doug Smythies <dsmythies@telus.net>
Reported-and-tested-by: Charles Wang <muming.wq@gmail.com>
Signed-off-by: Peter Zijlstra <a.p.zijlstra@chello.nl>
Cc: Linus Torvalds <torvalds@linux-foundation.org>
Cc: Andrew Morton <akpm@linux-foundation.org>
Cc: stable@kernel.org
Link: http://lkml.kernel.org/r/1340373782.18025.74.camel@twins
[ minor edits ]
Signed-off-by: Ingo Molnar <mingo@kernel.org>