eRPC is a fast and general-purpose RPC library for datacenter networks. Our NSDI 2019 paper describes the system in detail. Documentation is available online.
Some highlights:
- Multiple supported networks: Ethernet, InfiniBand, and RoCE
- Low latency: 2.3 microseconds round-trip RPC latency with UDP over Ethernet
- Performance for small 32-byte RPCs: ~10M RPCs/sec with one CPU core, 60--80M RPCs/sec with one NIC.
- Bandwidth for large RPC: 75 Gbps on one connection (one CPU core at server and client) for 8 MB RPCs
- Scalability: 20000 RPC sessions per server
- End-to-end congestion control that tolerates 100-way incasts
- Nested RPCs, and long-running background RPCs
- A port of Raft as an example. Our 3-way replication latency is 5.3 microseconds with traditional UDP over Ethernet.
- Toolchain: A C++11 compiler and CMake 2.8+
- See
scripts/packages/
for required software packages for your distro. Install exactly one of the following, mutually-incompatible packages:- Mellanox OFED for Mellanox NICs
- For other DPDK-compatible NICs, a system-wide installation from the latest
DPDK sources (e.g.,
sudo make install T=x86_64-native-linuxapp-gcc DESTDIR=/usr
).
- NICs: Fast (10 GbE+) bare-metal NICs are needed for good performance. eRPC works best with Mellanox Ethernet and InfiniBand NICs. Any DPDK-capable NICs also work well. Slower/virtual NICs can still be used for testing and development.
- System configuration:
- At least 1024 huge pages on every NUMA node, and unlimited SHM limits
- On a machine with
n
eRPC processes, eRPC uses kernel UDP ports{31850, ..., 31850 + n - 1}.
These ports should be open on the management network. Seescripts/firewalld/erpc_firewall.sh
for systems runningfirewalld
.
- Build and run the test suite:
cmake . -DPERF=OFF -DTRANSPORT=infiniband; make -j; sudo ctest
.DPERF=OFF
enables debugging, which greatly reduces performance. SetDPERF=ON
for performance measurements.- Here,
infiniband
should be replaced withraw
for Mellanox Ethernet NICs, ordpdk
for Intel Ethernet NICs. - A machine with two ports is needed to run the unit tests if DPDK is chosen.
Run
scripts/run-tests-dpdk.sh
instead ofctest
.
- Run the
hello_world
application:cd hello_world
- Edit the server and client hostnames in
common.h
- Based on the transport that eRPC was compiled for, compile
hello_world
usingmake infiniband
,make raw
, ormake dpdk
. - Run
./server
at the server, and./client
at the client
- Generate the documentation:
doxygen
- Ethernet/UDP mode:
- ConnectX-4 or newer Mellanox Ethernet NICs: Use
DTRANSPORT=raw
- DPDK-compatible NICs that support flow-director: Use
DTRANSPORT=dpdk
- Intel 82599 and Intel X710 NICs have been tested
- Virtual NICs have not been tested
raw
transport is faster for Mellanox NICs, which also support DPDK
- ConnectX-3 Ethernet NICs are supported in eRPC's RoCE mode
- ConnectX-4 or newer Mellanox Ethernet NICs: Use
- RDMA (InfiniBand/RoCE) NICs: Use
DTRANSPORT=infiniband
. AddDROCE=on
if using RoCE. - Mellanox drivers optimized specially for eRPC are available in the
drivers
directory
- Follow these instructions to try out eRPC on a machine without fast Mellanox or DPDK-capable NICs (e.g., on your desktop or in a virtual machine). This is for development only: eRPC is not designed to perform well in these settings. eRPC has been tested on KVM virtual machines and in Amazon EC2.
- Create an emulated RoCE device with [SoftRoCE] (instructions soon).
- Compile eRPC with
DTRANSPORT=infiniband -DROCE=on
- The
apps
directory contains a suite of benchmarks and examples. The instructions below are for this suite of applications. eRPC can also be simply linked as a library instead (seehello_world/
for an example). - To build an application, create
scripts/autorun_app_file
and change its contents to one of the available directory names inapps/
. Seescripts/example_autorun_app_file
for an example. Then generate a Makefile usingcmake . -DPERF=ON -DTRANSPORT=raw/infiniband/dpdk
. - Each application directory in
apps/
contains a config file that must specify all flags defined inapps/apps_common.h
. For example,num_processes
specifies the total number of eRPC processes in the cluster. - The URIs of eRPC processes in the cluster are specified in
scripts/autorun_process_file
. Each line in this file must be<hostname> <management udp port> <numa_node>
. - Run
scripts/do.sh
for each process:- With single-CPU machines:
num_processes
machines are needed. Runscripts/do.sh <i> 0
on machinei
in{0, ..., num_processes - 1}
. - With dual-CPU machines:
num_machines = ceil(num_processes / 2)
machines are needed. Runscripts/do.sh <i> <i % 2>
on machine i in{0, ..., num_machines - 1}
.
- With single-CPU machines:
- To automatically run an application at all processes in
scripts/autorun_process_file
, runscripts/run-all.sh
. For some applications, statistics generated in a run can be collected and processed usingscripts/proc-out.sh
.
- GitHub issues are preferred over email. Please include the following
information in the issue:
- NIC model
- Mellanox OFED or DPDK version
- Operating system
Anuj Kalia ([email protected])
Copyright 2018, Carnegie Mellon University
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
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See the License for the specific language governing permissions and
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