61. Profile Your Application¶
The following sections describe methods of profiling DPDK applications on different architectures.
61.1. Profiling on x86¶
Intel processors provide performance counters to monitor events. Some tools provided by Intel, such as Intel® VTune™ Amplifier, can be used to profile and benchmark an application. See the VTune Performance Analyzer Essentials publication from Intel Press for more information.
For a DPDK application, this can be done in a Linux* application environment only.
The main situations that should be monitored through event counters are:
Cache misses
Branch mis-predicts
DTLB misses
Long latency instructions and exceptions
Refer to the Intel Performance Analysis Guide for details about application profiling.
61.2. Profiling on ARM64¶
61.2.1. Using Linux perf¶
The ARM64 architecture provide performance counters to monitor events. The
Linux perf
tool can be used to profile and benchmark an application. In
addition to the standard events, perf
can be used to profile arm64
specific PMU (Performance Monitor Unit) events through raw events (-e
-rXX
).
For more derails refer to the ARM64 specific PMU events enumeration.
61.2.2. Low-resolution generic counter¶
The default cntvct_el0
based rte_rdtsc()
provides a portable means to
get a wall clock counter in user space. Typically it runs at a lower clock frequency than the CPU clock frequency.
Cycles counted using this method should be scaled to CPU clock frequency.
61.2.3. High-resolution cycle counter¶
The alternative method to enable rte_rdtsc()
for a high resolution wall
clock counter is through the ARMv8 PMU subsystem. The PMU cycle counter runs
at CPU frequency. However, access to the PMU cycle counter from user space is
not enabled by default in the arm64 linux kernel. It is possible to enable
cycle counter for user space access by configuring the PMU from the privileged
mode (kernel space).
By default the rte_rdtsc()
implementation uses a portable cntvct_el0
scheme.
The example below shows the steps to configure the PMU based cycle counter on an ARMv8 machine.
git clone https://github.com/jerinjacobk/armv8_pmu_cycle_counter_el0
cd armv8_pmu_cycle_counter_el0
make
sudo insmod pmu_el0_cycle_counter.ko
Please refer to Compiling the DPDK Target from Source for details on compiling DPDK with meson.
Warning
The PMU based scheme is useful for high accuracy performance profiling with
rte_rdtsc()
. However, this method can not be used in conjunction with
Linux userspace profiling tools like perf
as this scheme alters the PMU
registers state.