diff --git a/lib/librte_graph/graph.c b/lib/librte_graph/graph.c
index e1930b7d2..dc373231e 100644
--- a/lib/librte_graph/graph.c
+++ b/lib/librte_graph/graph.c
@@ -2,13 +2,33 @@
  * Copyright(C) 2020 Marvell International Ltd.
  */
 
+#include <fnmatch.h>
+#include <stdbool.h>
+
+#include <rte_common.h>
+#include <rte_debug.h>
+#include <rte_errno.h>
 #include <rte_malloc.h>
+#include <rte_memzone.h>
 #include <rte_spinlock.h>
+#include <rte_string_fns.h>
 
 #include "graph_private.h"
 
+static struct graph_head graph_list = STAILQ_HEAD_INITIALIZER(graph_list);
 static rte_spinlock_t graph_lock = RTE_SPINLOCK_INITIALIZER;
+static rte_graph_t graph_id;
 int rte_graph_logtype;
+
+#define GRAPH_ID_CHECK(id) ID_CHECK(id, graph_id)
+
+/* Private functions */
+struct graph_head *
+graph_list_head_get(void)
+{
+	return &graph_list;
+}
+
 void
 graph_spinlock_lock(void)
 {
@@ -21,6 +41,306 @@ graph_spinlock_unlock(void)
 	rte_spinlock_unlock(&graph_lock);
 }
 
+static int
+graph_node_add(struct graph *graph, struct node *node)
+{
+	struct graph_node *graph_node;
+	size_t sz;
+
+	/* Skip the duplicate nodes */
+	STAILQ_FOREACH(graph_node, &graph->node_list, next)
+		if (strncmp(node->name, graph_node->node->name,
+			    RTE_NODE_NAMESIZE) == 0)
+			return 0;
+
+	/* Allocate new graph node object */
+	sz = sizeof(*graph_node) + node->nb_edges * sizeof(struct node *);
+	graph_node = calloc(1, sz);
+
+	if (graph_node == NULL)
+		SET_ERR_JMP(ENOMEM, free, "Failed to calloc %s object",
+			    node->name);
+
+	/* Initialize the graph node */
+	graph_node->node = node;
+
+	/* Add to graph node list */
+	STAILQ_INSERT_TAIL(&graph->node_list, graph_node, next);
+	return 0;
+
+free:
+	free(graph_node);
+	return -rte_errno;
+}
+
+static struct graph_node *
+node_to_graph_node(struct graph *graph, struct node *node)
+{
+	struct graph_node *graph_node;
+
+	STAILQ_FOREACH(graph_node, &graph->node_list, next)
+		if (graph_node->node == node)
+			return graph_node;
+
+	SET_ERR_JMP(ENODEV, fail, "Found isolated node %s", node->name);
+fail:
+	return NULL;
+}
+
+static int
+graph_node_edges_add(struct graph *graph)
+{
+	struct graph_node *graph_node;
+	struct node *adjacency;
+	const char *next;
+	rte_edge_t i;
+
+	STAILQ_FOREACH(graph_node, &graph->node_list, next) {
+		for (i = 0; i < graph_node->node->nb_edges; i++) {
+			next = graph_node->node->next_nodes[i];
+			adjacency = node_from_name(next);
+			if (adjacency == NULL)
+				SET_ERR_JMP(EINVAL, fail,
+					    "Node %s not registered", next);
+			if (graph_node_add(graph, adjacency))
+				goto fail;
+		}
+	}
+	return 0;
+fail:
+	return -rte_errno;
+}
+
+static int
+graph_adjacency_list_update(struct graph *graph)
+{
+	struct graph_node *graph_node, *tmp;
+	struct node *adjacency;
+	const char *next;
+	rte_edge_t i;
+
+	STAILQ_FOREACH(graph_node, &graph->node_list, next) {
+		for (i = 0; i < graph_node->node->nb_edges; i++) {
+			next = graph_node->node->next_nodes[i];
+			adjacency = node_from_name(next);
+			if (adjacency == NULL)
+				SET_ERR_JMP(EINVAL, fail,
+					    "Node %s not registered", next);
+			tmp = node_to_graph_node(graph, adjacency);
+			if (tmp == NULL)
+				goto fail;
+			graph_node->adjacency_list[i] = tmp;
+		}
+	}
+
+	return 0;
+fail:
+	return -rte_errno;
+}
+
+static int
+expand_pattern_to_node(struct graph *graph, const char *pattern)
+{
+	struct node_head *node_head = node_list_head_get();
+	bool found = false;
+	struct node *node;
+
+	/* Check for pattern match */
+	STAILQ_FOREACH(node, node_head, next) {
+		if (fnmatch(pattern, node->name, 0) == 0) {
+			if (graph_node_add(graph, node))
+				goto fail;
+			found = true;
+		}
+	}
+	if (found == false)
+		SET_ERR_JMP(EFAULT, fail, "Pattern %s node not found", pattern);
+
+	return 0;
+fail:
+	return -rte_errno;
+}
+
+static void
+graph_cleanup(struct graph *graph)
+{
+	struct graph_node *graph_node;
+
+	while (!STAILQ_EMPTY(&graph->node_list)) {
+		graph_node = STAILQ_FIRST(&graph->node_list);
+		STAILQ_REMOVE_HEAD(&graph->node_list, next);
+		free(graph_node);
+	}
+}
+
+static int
+graph_node_init(struct graph *graph)
+{
+	struct graph_node *graph_node;
+	const char *name;
+	int rc;
+
+	STAILQ_FOREACH(graph_node, &graph->node_list, next) {
+		if (graph_node->node->init) {
+			name = graph_node->node->name;
+			rc = graph_node->node->init(
+				graph->graph,
+				graph_node_name_to_ptr(graph->graph, name));
+			if (rc)
+				SET_ERR_JMP(rc, err, "Node %s init() failed",
+					    name);
+		}
+	}
+
+	return 0;
+err:
+	return -rte_errno;
+}
+
+static void
+graph_node_fini(struct graph *graph)
+{
+	struct graph_node *graph_node;
+
+	STAILQ_FOREACH(graph_node, &graph->node_list, next)
+		if (graph_node->node->fini)
+			graph_node->node->fini(
+				graph->graph,
+				graph_node_name_to_ptr(graph->graph,
+						       graph_node->node->name));
+}
+
+rte_graph_t
+rte_graph_create(const char *name, struct rte_graph_param *prm)
+{
+	struct graph *graph;
+	const char *pattern;
+	uint16_t i;
+
+	graph_spinlock_lock();
+
+	/* Check arguments sanity */
+	if (prm == NULL)
+		SET_ERR_JMP(EINVAL, fail, "Param should not be NULL");
+
+	if (name == NULL)
+		SET_ERR_JMP(EINVAL, fail, "Graph name should not be NULL");
+
+	/* Check for existence of duplicate graph */
+	STAILQ_FOREACH(graph, &graph_list, next)
+		if (strncmp(name, graph->name, RTE_GRAPH_NAMESIZE) == 0)
+			SET_ERR_JMP(EEXIST, fail, "Found duplicate graph %s",
+				    name);
+
+	/* Create graph object */
+	graph = calloc(1, sizeof(*graph));
+	if (graph == NULL)
+		SET_ERR_JMP(ENOMEM, fail, "Failed to calloc graph object");
+
+	/* Initialize the graph object */
+	STAILQ_INIT(&graph->node_list);
+	if (rte_strscpy(graph->name, name, RTE_GRAPH_NAMESIZE) < 0)
+		SET_ERR_JMP(E2BIG, free, "Too big name=%s", name);
+
+	/* Expand node pattern and add the nodes to the graph */
+	for (i = 0; i < prm->nb_node_patterns; i++) {
+		pattern = prm->node_patterns[i];
+		if (expand_pattern_to_node(graph, pattern))
+			goto graph_cleanup;
+	}
+
+	/* Go over all the nodes edges and add them to the graph */
+	if (graph_node_edges_add(graph))
+		goto graph_cleanup;
+
+	/* Update adjacency list of all nodes in the graph */
+	if (graph_adjacency_list_update(graph))
+		goto graph_cleanup;
+
+	/* Make sure at least a source node present in the graph */
+	if (!graph_src_nodes_count(graph))
+		goto graph_cleanup;
+
+	/* Make sure no node is pointing to source node */
+	if (graph_node_has_edge_to_src_node(graph))
+		goto graph_cleanup;
+
+	/* Don't allow node has loop to self */
+	if (graph_node_has_loop_edge(graph))
+		goto graph_cleanup;
+
+	/* Do BFS from src nodes on the graph to find isolated nodes */
+	if (graph_has_isolated_node(graph))
+		goto graph_cleanup;
+
+	/* Initialize graph object */
+	graph->socket = prm->socket_id;
+	graph->src_node_count = graph_src_nodes_count(graph);
+	graph->node_count = graph_nodes_count(graph);
+	graph->id = graph_id;
+
+	/* Allocate the Graph fast path memory and populate the data */
+	if (graph_fp_mem_create(graph))
+		goto graph_cleanup;
+
+	/* Call init() of the all the nodes in the graph */
+	if (graph_node_init(graph))
+		goto graph_mem_destroy;
+
+	/* All good, Lets add the graph to the list */
+	graph_id++;
+	STAILQ_INSERT_TAIL(&graph_list, graph, next);
+
+	graph_spinlock_unlock();
+	return graph->id;
+
+graph_mem_destroy:
+	graph_fp_mem_destroy(graph);
+graph_cleanup:
+	graph_cleanup(graph);
+free:
+	free(graph);
+fail:
+	graph_spinlock_unlock();
+	return RTE_GRAPH_ID_INVALID;
+}
+
+rte_graph_t
+rte_graph_destroy(const char *graph_name)
+{
+	rte_graph_t rc = RTE_GRAPH_ID_INVALID;
+	struct graph *graph, *tmp;
+	const char *name;
+
+	graph_spinlock_lock();
+
+	graph = STAILQ_FIRST(&graph_list);
+	while (graph != NULL) {
+		tmp = STAILQ_NEXT(graph, next);
+		name = graph->name;
+		if (strncmp(name, graph_name, RTE_GRAPH_NAMESIZE) == 0) {
+			/* Call fini() of the all the nodes in the graph */
+			graph_node_fini(graph);
+			/* Destroy graph fast path memory */
+			rc = graph_fp_mem_destroy(graph);
+			if (rc)
+				SET_ERR_JMP(rc, done, "MZ %s free failed",
+					    name);
+
+			graph_cleanup(graph);
+			STAILQ_REMOVE(&graph_list, graph, graph, next);
+			rc = graph->id;
+			free(graph);
+			graph_id--;
+			goto done;
+		}
+		graph = tmp;
+	}
+done:
+	graph_spinlock_unlock();
+	return rc;
+}
+
 void __rte_noinline
 __rte_node_stream_alloc(struct rte_graph *graph, struct rte_node *node)
 {
diff --git a/lib/librte_graph/rte_graph_version.map b/lib/librte_graph/rte_graph_version.map
index a9fe1b610..dcbd78c02 100644
--- a/lib/librte_graph/rte_graph_version.map
+++ b/lib/librte_graph/rte_graph_version.map
@@ -4,6 +4,8 @@ EXPERIMENTAL {
 	__rte_node_register;
 	__rte_node_stream_alloc;
 
+	rte_graph_create;
+	rte_graph_destroy;
 	rte_node_clone;
 	rte_node_dump;
 	rte_node_edge_count;
