| name | rdma-verbs |
| description | RDMA verbs skill for InfiniBand and RoCE programming. Use when using libibverbs API, creating queue pairs, RDMA read/write operations, or benchmarking with perftest. Activates on queries about libibverbs, ibv_reg_mr, ibv_create_qp, RDMA, RoCE, ib_send_bw, or rdma-sys. |
RDMA Verbs
Purpose
Guide agents through RDMA programming with libibverbs: one-sided vs two-sided operations, RC/UC/UD transports, device setup (ibv_get_device_list, protection domains, memory registration, completion queues, queue pairs), work requests and completions, RoCE vs InfiniBand, perftest benchmarking, and Rust rdma-sys bindings.
When to Use
- Building ultra-low-latency storage or database networking
- Bypassing CPU for remote memory access (one-sided RDMA)
- Setting up RoCE on Ethernet fabrics
- Benchmarking network fabric with perftest tools
- Integrating RDMA into MPI or custom RPC systems
- Debugging RDMA connection and completion errors
Workflow
1. RDMA concepts
RDMA stack
├── Application (libibverbs)
├── Kernel RDMA driver (mlx5, rdma_rxe)
├── NIC/HCA hardware
└── Fabric (InfiniBand or RoCE/Ethernet)
Operation types
├── Two-sided: Send/Recv (both sides participate)
└── One-sided: RDMA Read/Write (remote CPU not involved)
Transports:
| Type | Reliable | Connection | Use |
|---|
| RC (Reliable Connected) | Yes | 1:1 QP pair | General purpose |
| UC (Unreliable Connected) | No | 1:1 | Multicast-like |
| UD (Unreliable Datagram) | No | Many:Many | MPI, discovery |
2. Device discovery
ibv_devices
ibv_devinfo
rdma link show
ibstat
modprobe ib_umad
3. Minimal libibverbs setup
#include <infiniband/verbs.h>
#include <stdio.h>
#include <stdlib.h>
int main(void) {
int num_devices;
struct ibv_device **dev_list = ibv_get_device_list(&num_devices);
if (!dev_list || num_devices == 0) {
fprintf(stderr, "No RDMA devices\n");
return 1;
}
struct ibv_context *ctx = ibv_open_device(dev_list[0]);
struct ibv_pd *pd = ibv_alloc_pd(ctx);
char buf[4096];
struct ibv_mr *mr = ibv_reg_mr(pd, buf, sizeof(buf),
IBV_ACCESS_LOCAL_WRITE | IBV_ACCESS_REMOTE_WRITE);
struct ibv_cq *cq = ibv_create_cq(ctx, 10, NULL, NULL, 0);
struct ibv_qp_init_attr qp_attr = {
.send_cq = cq,
.recv_cq = cq,
.cap = { .max_send_wr = 10, .max_recv_wr = ,
.max_send_sge = , .max_recv_sge = },
.qp_type = IBV_QPT_RC,
};
ibv_create_qp(pd, &qp_attr);
(,
qp->qp_num, mr->lkey, mr->rkey);
ibv_destroy_qp(qp);
ibv_dereg_mr(mr);
ibv_destroy_cq(cq);
ibv_dealloc_pd(pd);
ibv_close_device(ctx);
ibv_free_device_list(dev_list);
;
}
gcc -o rdma_setup rdma_setup.c -libverbs
4. Connection setup (RC)
RC requires exchanging QP info (lid, gid, qp_num, psn) out-of-band:
struct qp_info {
uint16_t lid;
uint32_t qpn;
uint32_t psn;
union ibv_gid gid;
};
struct ibv_qp_attr attr = { .qp_state = IBV_QPS_INIT, ... };
ibv_modify_qp(qp, &attr, IBV_QP_STATE | IBV_QP_PKEY_INDEX | ...);
Use rdmacm (librdmacm) for simplified connection management:
#include <rdma/rdma_cma.h>
5. Send/Recv (two-sided)
struct ibv_recv_wr recv_wr = {}, *bad_wr;
struct ibv_sge recv_sge = { .addr = (uint64_t)recv_buf, .length = 4096, .lkey = mr->lkey };
recv_wr.wr_id = 1;
recv_wr.sg_list = &recv_sge;
recv_wr.num_sge = 1;
ibv_post_recv(qp, &recv_wr, &bad_wr);
struct ibv_send_wr send_wr = {}, *bad_send;
struct ibv_sge send_sge = { .addr = (uint64_t)send_buf, .length = msg_len, .lkey = mr->lkey };
send_wr.wr_id = 2;
send_wr.opcode = IBV_WR_SEND;
send_wr.sg_list = &send_sge;
send_wr.num_sge = 1;
ibv_post_send(qp, &send_wr, &bad_send);
struct ibv_wc wc;
while (ibv_poll_cq(cq, 1, &wc) == 0);
if (wc.status != IBV_WC_SUCCESS)
fprintf(stderr, "WC error: %s\n", ibv_wc_status_str(wc.status));
6. RDMA Write (one-sided)
struct ibv_send_wr wr = {}, *bad;
struct ibv_sge sge = { .addr = (uint64_t)local_buf, .length = len, .lkey = local_mr->lkey };
wr.wr_id = 3;
wr.opcode = IBV_WR_RDMA_WRITE;
wr.send_flags = IBV_SEND_SIGNALED;
wr.sg_list = &sge;
wr.num_sge = 1;
wr.wr.rdma.remote_addr = remote_addr;
wr.wr.rdma.rkey = remote_rkey;
ibv_post_send(qp, &wr, &bad);
Remote CPU is not interrupted — data appears in remote memory directly.
7. RoCE vs InfiniBand
| InfiniBand | RoCE |
|---|
| Physical | Dedicated IB fabric | Ethernet (lossless DCB/PFC) |
| LID/GID | Both | Primarily GID (IPv6-like) |
| Setup | Subnet manager | DCB config, PFC, ECN |
cat /sys/class/infiniband/mlx5_0/ports/1/gids/3
8. perftest benchmarking
ib_send_bw -d mlx5_0 -x 3
ib_send_bw -d mlx5_0 -x 3 <server_ip>
ib_send_lat -d mlx5_0 <server_ip>
ib_write_bw -d mlx5_0 <server_ip>
9. Rust rdma-sys
rdma-sys = "0.1"
Wrap libibverbs with safe abstractions or use async-rdma crate for higher-level API.
Common Problems
| Symptom | Cause | Fix |
|---|
ibv_reg_mr fails | Memory limit or wrong permissions | Check ulimit -l; set access flags |
WC status rem_inv_req | Bad rkey/addr | Re-exchange MR info after reconnect |
| QP RTS failure | Wrong PSN or path | Verify lid/gid match; subnet manager |
| RoCE packet loss | No PFC on switches | Enable lossless Ethernet; DCQCN |
| Low bandwidth | Small message size | Increase MTU; use larger WRs |
| Device not found | Driver not loaded | modprobe mlx5_ib; check ibv_devices |
Related Skills
skills/hpc/mpi — MPI often uses RDMA under UCX/IB verbs
skills/async-io/dpdk — alternative userspace networking
skills/allocators/numa-programming — NUMA-local MR registration
skills/profilers/linux-perf — CPU-side RDMA completion polling
skills/kernel/device-drivers — RDMA driver internals
skills/virtualization/qemu-kvm — SR-IOV VF passthrough for RDMA