diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 06712838e..dbfe3d9e4 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -46,6 +46,39 @@ jobs:
         command: test
         args: --all --features unstable
 
+  cross:
+    name: Cross compile
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        target:
+          - i686-unknown-linux-gnu
+          - powerpc-unknown-linux-gnu
+          - powerpc64-unknown-linux-gnu
+          - mips-unknown-linux-gnu
+          - arm-linux-androideabi
+
+    steps:
+    - uses: actions/checkout@master
+
+    - name: Install nightly
+      uses: actions-rs/toolchain@v1
+      with:
+        toolchain: nightly
+        override: true
+
+    - name: Install cross
+      run: cargo install cross
+
+    - name: check
+      run: cross check --all --target ${{ matrix.target }}
+
+    - name: check unstable
+      run: cross check --all --features unstable --target ${{ matrix.target }}
+
+    - name: test
+      run: cross test --all --features unstable --target ${{ matrix.target }}
+
   check_fmt_and_docs:
     name: Checking fmt and docs
     runs-on: ubuntu-latest
diff --git a/Cargo.toml b/Cargo.toml
index 9583cdee7..ea24e607a 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -29,9 +29,9 @@ unstable = ["broadcaster"]
 async-macros = "1.0.0"
 async-task = "1.0.0"
 broadcaster = { version = "0.2.6", optional = true, default-features = false, features = ["default-channels"] }
-crossbeam-channel = "0.3.9"
-crossbeam-deque = "0.7.1"
-crossbeam-utils = "0.6.6"
+crossbeam-channel = "0.4.0"
+crossbeam-deque = "0.7.2"
+crossbeam-utils = "0.7.0"
 futures-core = "0.3.0"
 futures-io = "0.3.0"
 futures-timer = "1.0.2"
diff --git a/src/sync/atomic.rs b/src/sync/atomic.rs
new file mode 100644
index 000000000..d88520ed9
--- /dev/null
+++ b/src/sync/atomic.rs
@@ -0,0 +1,37 @@
+pub(crate) use self::imp::AtomicU64;
+
+// `AtomicU64` can only be used on targets with `target_has_atomic` is 64 or greater.
+// Once `cfg_target_has_atomic` feature is stable, we can replace it with
+// `#[cfg(target_has_atomic = "64")]`.
+// Refs: https://github.com/rust-lang/rust/tree/master/src/librustc_target
+#[cfg(not(any(target_arch = "arm", target_arch = "mips", target_arch = "powerpc")))]
+mod imp {
+    pub(crate) use std::sync::atomic::AtomicU64;
+}
+
+#[cfg(any(target_arch = "arm", target_arch = "mips", target_arch = "powerpc"))]
+mod imp {
+    use std::sync::atomic::Ordering;
+
+    use crossbeam_utils::atomic::AtomicCell;
+
+    pub(crate) struct AtomicU64(AtomicCell<u64>);
+
+    impl AtomicU64 {
+        pub(crate) const fn new(val: u64) -> Self {
+            Self(AtomicU64::new(val))
+        }
+
+        pub(crate) fn load(&self, _: Ordering) -> u64 {
+            self.0.load()
+        }
+
+        pub(crate) fn fetch_add(&self, val: u64, _: Ordering) -> u64 {
+            self.0.fetch_add(val)
+        }
+
+        pub(crate) fn fetch_sub(&self, val: u64, _: Ordering) -> u64 {
+            self.0.fetch_sub(val)
+        }
+    }
+}
diff --git a/src/sync/mod.rs b/src/sync/mod.rs
index fdeb48c35..0bfeea124 100644
--- a/src/sync/mod.rs
+++ b/src/sync/mod.rs
@@ -181,6 +181,7 @@ pub use std::sync::{Arc, Weak};
 pub use mutex::{Mutex, MutexGuard};
 pub use rwlock::{RwLock, RwLockReadGuard, RwLockWriteGuard};
 
+pub(crate) mod atomic;
 mod mutex;
 mod rwlock;
 
diff --git a/src/task/spawn_blocking.rs b/src/task/spawn_blocking.rs
index 3f4f18a17..354e156ba 100644
--- a/src/task/spawn_blocking.rs
+++ b/src/task/spawn_blocking.rs
@@ -1,10 +1,11 @@
-use std::sync::atomic::{AtomicU64, Ordering};
+use std::sync::atomic::Ordering;
 use std::thread;
 use std::time::Duration;
 
 use crossbeam_channel::{unbounded, Receiver, Sender};
 use once_cell::sync::Lazy;
 
+use crate::sync::atomic::AtomicU64;
 use crate::task::{JoinHandle, Task};
 use crate::utils::{abort_on_panic, random};