diff --git a/tools/perf/util/probe-finder.c b/tools/perf/util/probe-finder.c
index ab476736cbe7..1f4528555d42 100644
--- a/tools/perf/util/probe-finder.c
+++ b/tools/perf/util/probe-finder.c
@@ -398,7 +398,6 @@ static void convert_location(Dwarf_Op *op, struct probe_finder *pf)
 	const char *regs;
 	struct kprobe_trace_arg *tvar = pf->tvar;
 
-	/* TODO: support CFA */
 	/* If this is based on frame buffer, set the offset */
 	if (op->atom == DW_OP_fbreg) {
 		if (pf->fb_ops == NULL)
@@ -629,11 +628,17 @@ static void convert_probe_point(Dwarf_Die *sp_die, struct probe_finder *pf)
 	/* Get the frame base attribute/ops */
 	dwarf_attr(sp_die, DW_AT_frame_base, &fb_attr);
 	ret = dwarf_getlocation_addr(&fb_attr, pf->addr, &pf->fb_ops, &nops, 1);
-	if (ret <= 0 || nops == 0)
+	if (ret <= 0 || nops == 0) {
 		pf->fb_ops = NULL;
+	} else if (nops == 1 && pf->fb_ops[0].atom == DW_OP_call_frame_cfa &&
+		   pf->cfi != NULL) {
+		Dwarf_Frame *frame;
+		ret = dwarf_cfi_addrframe(pf->cfi, pf->addr, &frame);
+		DIE_IF(ret != 0);
+		dwarf_frame_cfa(frame, &pf->fb_ops, &nops);
+	}
 
 	/* Find each argument */
-	/* TODO: use dwarf_cfi_addrframe */
 	tev->nargs = pf->pev->nargs;
 	tev->args = xzalloc(sizeof(struct kprobe_trace_arg) * tev->nargs);
 	for (i = 0; i < pf->pev->nargs; i++) {
@@ -842,6 +847,9 @@ int find_kprobe_trace_events(int fd, struct perf_probe_event *pev,
 	if (!dbg)
 		return -ENOENT;
 
+	/* Get the call frame information from this dwarf */
+	pf.cfi = dwarf_getcfi(dbg);
+
 	off = 0;
 	line_list__init(&pf.lcache);
 	/* Loop on CUs (Compilation Unit) */
diff --git a/tools/perf/util/probe-finder.h b/tools/perf/util/probe-finder.h
index 2a271321944f..310ce897229c 100644
--- a/tools/perf/util/probe-finder.h
+++ b/tools/perf/util/probe-finder.h
@@ -42,6 +42,7 @@ struct probe_finder {
 	struct list_head	lcache;		/* Line cache for lazy match */
 
 	/* For variable searching */
+	Dwarf_CFI		*cfi;		/* Call Frame Information */
 	Dwarf_Op		*fb_ops;	/* Frame base attribute */
 	struct perf_probe_arg	*pvar;		/* Current target variable */
 	struct kprobe_trace_arg	*tvar;		/* Current result variable */