diff --git a/aya-obj/src/btf/btf.rs b/aya-obj/src/btf/btf.rs
index c0e5ea33..1761bd02 100644
--- a/aya-obj/src/btf/btf.rs
+++ b/aya-obj/src/btf/btf.rs
@@ -14,8 +14,9 @@ use object::{Endianness, SectionIndex};
 use crate::{
     Object,
     btf::{
-        Array, BtfEnum, BtfKind, BtfMember, BtfType, Const, Enum, FuncInfo, FuncLinkage, Int,
-        IntEncoding, LineInfo, Struct, Typedef, Union, VarLinkage,
+        Array, BtfEnum, BtfKind, BtfMember, BtfRebaseInfo, BtfRebaseInfoField, BtfType, Const,
+        Enum, FuncInfo, FuncLinkage, Int, IntEncoding, LineInfo, Struct, Typedef, Union,
+        VarLinkage,
         info::{FuncSecInfo, LineSecInfo},
         relocation::Relocation,
     },
@@ -268,6 +269,50 @@ impl Btf {
         }
     }
 
+    /// Merges a base BTF and multiple split BTFs into a single BTF.
+    pub fn merge_split_btfs(mut base_btf: Btf, split_btfs: &[Btf]) -> Btf {
+        let strings_rebase_from = base_btf.strings.len() as u32;
+        let types_rebase_from = base_btf.types.types.len() as u32;
+        for split_btf in split_btfs {
+            let Btf {
+                header: split_btf_header,
+                strings: split_btf_strings,
+                types: split_btf_types,
+                _endianness,
+            } = split_btf;
+
+            let rebase_info = BtfRebaseInfo {
+                strings: BtfRebaseInfoField {
+                    rebase_from: strings_rebase_from,
+                    new_offset: base_btf.strings.len() as u32,
+                },
+                types: BtfRebaseInfoField {
+                    rebase_from: types_rebase_from,
+                    new_offset: base_btf.types.types.len() as u32,
+                },
+            };
+
+            // Append the strings from the split BTF. We concatenate it with the
+            // existing strings, and will rebase the types to take the new
+            // offsets into account.
+            base_btf.strings.extend(split_btf_strings);
+
+            // Skip over the Unknown type at offset 0, as this only exists in
+            // the "base" BTF, and not the "split" BTFs. Append the rest of the
+            // types from the split BTF.
+            for ty in split_btf_types.types.iter().skip(1) {
+                base_btf.types.types.push(ty.rebase(&rebase_info));
+            }
+
+            // Update the header.
+            base_btf.header.str_len = base_btf.strings.len() as u32;
+            base_btf.header.type_len += split_btf_header.type_len;
+            base_btf.header.str_off += split_btf_header.type_len;
+        }
+
+        base_btf
+    }
+
     pub(crate) fn is_empty(&self) -> bool {
         // the first one is awlays BtfType::Unknown
         self.types.types.len() < 2
@@ -296,10 +341,34 @@ impl Btf {
         type_id as u32
     }
 
-    /// Loads BTF metadata from `/sys/kernel/btf/vmlinux`.
+    /// Loads BTF metadata from `/sys/kernel/btf/`.
     #[cfg(feature = "std")]
     pub fn from_sys_fs() -> Result<Btf, BtfError> {
-        Btf::parse_file("/sys/kernel/btf/vmlinux", Endianness::default())
+        let base_btf = Btf::parse_file("/sys/kernel/btf/vmlinux", Endianness::default())?;
+        let mut split_btfs = vec![];
+        let sys_kernel_btf_path = "/sys/kernel/btf";
+        let dir_iter =
+            std::fs::read_dir(sys_kernel_btf_path).map_err(|error| BtfError::FileError {
+                path: sys_kernel_btf_path.into(),
+                error,
+            })?;
+        for entry in dir_iter {
+            let entry = entry.map_err(|error| BtfError::FileError {
+                path: sys_kernel_btf_path.into(),
+                error,
+            })?;
+            let file_type = entry.file_type().map_err(|error| BtfError::FileError {
+                path: entry.path(),
+                error,
+            })?;
+
+            if !file_type.is_file() {
+                continue;
+            }
+            split_btfs.push(Btf::parse_file(entry.path(), Endianness::default())?);
+        }
+
+        Ok(Self::merge_split_btfs(base_btf, &split_btfs))
     }
 
     /// Loads BTF metadata from the given `path`.
diff --git a/aya-obj/src/btf/types.rs b/aya-obj/src/btf/types.rs
index 0f96e84a..897560bc 100644
--- a/aya-obj/src/btf/types.rs
+++ b/aya-obj/src/btf/types.rs
@@ -7,6 +7,45 @@ use object::Endianness;
 
 use crate::btf::{Btf, BtfError, MAX_RESOLVE_DEPTH};
 
+#[derive(Debug)]
+pub(crate) struct BtfRebaseInfoField {
+    /// Index of the first offset to allow rebasing from.
+    ///
+    /// Offsets below this value are considered to be part of the "base BTF",
+    /// and as such should not be relocated.
+    pub rebase_from: u32,
+    /// The new starting offset.
+    pub new_offset: u32,
+}
+
+impl BtfRebaseInfoField {
+    fn rebase(&self, offset: u32) -> u32 {
+        let &Self {
+            rebase_from,
+            new_offset,
+        } = self;
+        match offset.checked_sub(rebase_from) {
+            None => offset,
+            Some(offset) => new_offset + offset,
+        }
+    }
+}
+
+pub(crate) struct BtfRebaseInfo {
+    pub strings: BtfRebaseInfoField,
+    pub types: BtfRebaseInfoField,
+}
+
+impl BtfRebaseInfo {
+    fn rebase_str(&self, str_offset: u32) -> u32 {
+        self.strings.rebase(str_offset)
+    }
+
+    fn rebase_type(&self, type_offset: u32) -> u32 {
+        self.types.rebase(type_offset)
+    }
+}
+
 #[derive(Clone, Debug)]
 pub enum BtfType {
     Unknown,
@@ -51,6 +90,19 @@ impl Fwd {
     pub(crate) fn type_info_size(&self) -> usize {
         mem::size_of::<Self>()
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            _unused,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            _unused,
+        }
+    }
 }
 
 #[repr(C)]
@@ -82,6 +134,19 @@ impl Const {
             btf_type,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[repr(C)]
@@ -104,6 +169,19 @@ impl Volatile {
     pub(crate) fn type_info_size(&self) -> usize {
         mem::size_of::<Self>()
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[derive(Clone, Debug)]
@@ -125,6 +203,19 @@ impl Restrict {
     pub(crate) fn type_info_size(&self) -> usize {
         mem::size_of::<Self>()
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            _info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            _info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[repr(C)]
@@ -156,6 +247,19 @@ impl Ptr {
             btf_type,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[repr(C)]
@@ -187,6 +291,19 @@ impl Typedef {
             btf_type,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[repr(C)]
@@ -217,6 +334,19 @@ impl Float {
             size,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+        }
+    }
 }
 
 #[repr(C)]
@@ -276,6 +406,19 @@ impl Func {
     pub(crate) fn set_linkage(&mut self, linkage: FuncLinkage) {
         self.info = (self.info & 0xFFFF0000) | (linkage as u32) & 0xFFFF;
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[repr(C)]
@@ -307,6 +450,19 @@ impl TypeTag {
             btf_type,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
 }
 
 #[repr(u32)]
@@ -391,6 +547,21 @@ impl Int {
     pub(crate) fn bits(&self) -> u32 {
         self.data & 0x000000ff
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+            data,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+            data,
+        }
+    }
 }
 
 #[repr(C)]
@@ -404,6 +575,14 @@ impl BtfEnum {
     pub fn new(name_offset: u32, value: u32) -> Self {
         Self { name_offset, value }
     }
+
+    fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self { name_offset, value } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            value,
+        }
+    }
 }
 
 #[repr(C)]
@@ -470,6 +649,21 @@ impl Enum {
             self.info &= !(1 << 31);
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+            ref variants,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+            variants: variants.iter().map(|v| v.rebase(rebase_info)).collect(),
+        }
+    }
 }
 
 #[repr(C)]
@@ -488,6 +682,19 @@ impl BtfEnum64 {
             value_high: (value >> 32) as u32,
         }
     }
+
+    fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            value_low,
+            value_high,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            value_low,
+            value_high,
+        }
+    }
 }
 
 #[repr(C)]
@@ -562,6 +769,21 @@ impl Enum64 {
             variants,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+            ref variants,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+            variants: variants.iter().map(|v| v.rebase(rebase_info)).collect(),
+        }
+    }
 }
 
 #[repr(C)]
@@ -572,6 +794,21 @@ pub(crate) struct BtfMember {
     pub(crate) offset: u32,
 }
 
+impl BtfMember {
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            btf_type,
+            offset,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            btf_type: rebase_info.rebase_type(btf_type),
+            offset,
+        }
+    }
+}
+
 #[repr(C)]
 #[derive(Clone, Debug)]
 pub struct Struct {
@@ -649,6 +886,21 @@ impl Struct {
 
         size as usize
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+            ref members,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+            members: members.iter().map(|v| v.rebase(rebase_info)).collect(),
+        }
+    }
 }
 
 #[repr(C)]
@@ -728,6 +980,21 @@ impl Union {
 
         size as usize
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+            ref members,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+            members: members.iter().map(|v| v.rebase(rebase_info)).collect(),
+        }
+    }
 }
 
 #[repr(C)]
@@ -738,6 +1005,21 @@ pub(crate) struct BtfArray {
     pub(crate) len: u32,
 }
 
+impl BtfArray {
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            element_type,
+            index_type,
+            len,
+        } = self;
+        Self {
+            element_type: rebase_info.rebase_type(element_type),
+            index_type: rebase_info.rebase_type(index_type),
+            len,
+        }
+    }
+}
+
 #[repr(C)]
 #[derive(Clone, Debug)]
 pub struct Array {
@@ -786,6 +1068,21 @@ impl Array {
             },
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            _unused,
+            ref array,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            _unused,
+            array: array.rebase(rebase_info),
+        }
+    }
 }
 
 #[repr(C)]
@@ -795,6 +1092,19 @@ pub struct BtfParam {
     pub btf_type: u32,
 }
 
+impl BtfParam {
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            btf_type,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            btf_type: rebase_info.rebase_type(btf_type),
+        }
+    }
+}
+
 #[repr(C)]
 #[derive(Clone, Debug)]
 pub struct FuncProto {
@@ -847,6 +1157,21 @@ impl FuncProto {
             params,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            return_type,
+            ref params,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            return_type: rebase_info.rebase_type(return_type),
+            params: params.iter().map(|v| v.rebase(rebase_info)).collect(),
+        }
+    }
 }
 
 #[repr(u32)]
@@ -912,6 +1237,21 @@ impl Var {
             linkage,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+            ref linkage,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+            linkage: linkage.clone(),
+        }
+    }
 }
 
 #[repr(C)]
@@ -922,6 +1262,21 @@ pub struct DataSecEntry {
     pub size: u32,
 }
 
+impl DataSecEntry {
+    fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            btf_type,
+            offset,
+            size,
+        } = self;
+        Self {
+            btf_type: rebase_info.rebase_type(btf_type),
+            offset,
+            size,
+        }
+    }
+}
+
 #[repr(C)]
 #[derive(Clone, Debug)]
 pub struct DataSec {
@@ -981,6 +1336,21 @@ impl DataSec {
             entries,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            size,
+            ref entries,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            size,
+            entries: entries.iter().map(|v| v.rebase(rebase_info)).collect(),
+        }
+    }
 }
 
 #[repr(C)]
@@ -1026,6 +1396,21 @@ impl DeclTag {
             component_index,
         }
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        let &Self {
+            name_offset,
+            info,
+            btf_type,
+            component_index,
+        } = self;
+        Self {
+            name_offset: rebase_info.rebase_str(name_offset),
+            info,
+            btf_type: rebase_info.rebase_type(btf_type),
+            component_index,
+        }
+    }
 }
 
 #[derive(Copy, Clone, Debug, Eq, PartialEq, Default)]
@@ -1425,6 +1810,31 @@ impl BtfType {
             (BtfKind::Enum, BtfKind::Enum64) | (BtfKind::Enum64, BtfKind::Enum)
         )
     }
+
+    pub(crate) fn rebase(&self, rebase_info: &BtfRebaseInfo) -> Self {
+        match self {
+            BtfType::Unknown => BtfType::Unknown,
+            BtfType::Fwd(t) => BtfType::Fwd(t.rebase(rebase_info)),
+            BtfType::Const(t) => BtfType::Const(t.rebase(rebase_info)),
+            BtfType::Volatile(t) => BtfType::Volatile(t.rebase(rebase_info)),
+            BtfType::Restrict(t) => BtfType::Restrict(t.rebase(rebase_info)),
+            BtfType::Ptr(t) => BtfType::Ptr(t.rebase(rebase_info)),
+            BtfType::Typedef(t) => BtfType::Typedef(t.rebase(rebase_info)),
+            BtfType::Func(t) => BtfType::Func(t.rebase(rebase_info)),
+            BtfType::Int(t) => BtfType::Int(t.rebase(rebase_info)),
+            BtfType::Float(t) => BtfType::Float(t.rebase(rebase_info)),
+            BtfType::Enum(t) => BtfType::Enum(t.rebase(rebase_info)),
+            BtfType::Enum64(t) => BtfType::Enum64(t.rebase(rebase_info)),
+            BtfType::Array(t) => BtfType::Array(t.rebase(rebase_info)),
+            BtfType::Struct(t) => BtfType::Struct(t.rebase(rebase_info)),
+            BtfType::Union(t) => BtfType::Union(t.rebase(rebase_info)),
+            BtfType::FuncProto(t) => BtfType::FuncProto(t.rebase(rebase_info)),
+            BtfType::Var(t) => BtfType::Var(t.rebase(rebase_info)),
+            BtfType::DataSec(t) => BtfType::DataSec(t.rebase(rebase_info)),
+            BtfType::DeclTag(t) => BtfType::DeclTag(t.rebase(rebase_info)),
+            BtfType::TypeTag(t) => BtfType::TypeTag(t.rebase(rebase_info)),
+        }
+    }
 }
 
 fn type_kind(info: u32) -> Result<BtfKind, BtfError> {