diff --git a/Cargo.lock b/Cargo.lock
index 43521c4..3e7dd78 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -17,6 +17,15 @@ version = "1.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
 
+[[package]]
+name = "aho-corasick"
+version = "1.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2969dcb958b36655471fc61f7e416fa76033bdd4bfed0678d8fee1e2d07a1f0"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "anstream"
 version = "0.6.13"
@@ -893,10 +902,12 @@ checksum = "32b752e52a2da0ddfbdbcc6fceadfeede4c939ed16d13e648833a61dfb611ed8"
 name = "word_freq_analyzer"
 version = "0.1.0"
 dependencies = [
+ "aho-corasick",
  "clap",
  "dashmap",
  "futures",
  "indicatif",
+ "once_cell",
  "serde_json",
  "tokio",
  "tracing",
diff --git a/Cargo.toml b/Cargo.toml
index 378247c..53b3454 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -6,10 +6,12 @@ edition = "2021"
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
+aho-corasick = "1.1.2"
 clap = { version = "4.5.2", features = ["derive"] }
 dashmap = { version = "5.5.3", features = ["serde"] }
 futures = "0.3.30"
 indicatif = "0.17.8"
+once_cell = "1.19.0"
 serde_json = "1.0.114"
 tokio = { version = "1.36.0", features = ["full"] }
 tracing = "0.1.40"
diff --git a/src/main.rs b/src/main.rs
index 51b54df..bbdb7e5 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -1,19 +1,20 @@
-use std::cell::RefCell;
-use std::collections::{BTreeMap, HashMap, VecDeque};
+use std::collections::HashMap;
 use std::fmt::Write;
 use std::io;
 use std::os::unix::prelude::*;
 use std::path::PathBuf;
-use std::rc::{Rc, Weak};
+use std::str;
 use std::sync::{
     atomic::{AtomicBool, AtomicUsize, Ordering},
     Arc,
 };
 use std::time::Duration;
 
+use aho_corasick::AhoCorasick;
 use clap::Parser;
 use dashmap::DashMap;
 use indicatif::{ProgressBar, ProgressState, ProgressStyle};
+use once_cell::sync::Lazy;
 use tokio::{fs, sync::Semaphore, time::sleep};
 use tracing::Instrument;
 
@@ -46,8 +47,7 @@ static KEYWORDS: &[&str] = &[
     "物联网",
     "机器学习",
 ];
-
-thread_local! { static ANALYZER: AhoCorasick = AhoCorasick::new(KEYWORDS); }
+static ANALYZER: Lazy<AhoCorasick> = Lazy::new(|| AhoCorasick::new(KEYWORDS.iter()).unwrap());
 
 #[derive(Parser, Debug)]
 #[command(version, about, long_about = None)]
@@ -109,16 +109,20 @@ async fn main() -> io::Result<()> {
                 tracing::info!("Start to read file");
                 let buf = fs::read(&task.file).await?;
                 let len = buf.len();
-                let content = String::from_utf8_lossy(&buf);
 
                 tracing::debug!("Start to analyze");
-                let result = ANALYZER.with(|analyzer| analyzer.analyze(&content));
-                for (word, count) in result.iter() {
-                    tracing::trace!(word = %word, count = %count, "Analyzed");
+                let mut result = HashMap::new();
+                for mat in ANALYZER.find_iter(&buf) {
+                    let word = str::from_utf8(&buf[mat.range()]).unwrap();
+                    tracing::trace!(word = %word, "Matched");
+                    result
+                        .entry(word.to_string())
+                        .and_modify(|e| *e += 1)
+                        .or_insert(1);
                     analysis
                         .entry(word.to_string())
-                        .and_modify(|e| *e += count)
-                        .or_insert(*count);
+                        .and_modify(|e| *e += 1)
+                        .or_insert(1);
                 }
                 tracing::debug!("Finished analysis");
 
@@ -177,87 +181,3 @@ struct Task {
     file: PathBuf,
     size: usize,
 }
-
-#[derive(Default)]
-pub struct AhoCorasick {
-    root: Rc<RefCell<ACNode>>,
-}
-
-impl AhoCorasick {
-    pub fn new(words: &[&str]) -> Self {
-        let root = Rc::new(RefCell::new(ACNode::default()));
-        for word in words {
-            let mut cur = Rc::clone(&root);
-            for c in word.chars() {
-                cur = Rc::clone(Rc::clone(&cur).borrow_mut().trans.entry(c).or_default());
-            }
-            cur.borrow_mut().lengths.push(word.len());
-        }
-        Self::build_suffix(Rc::clone(&root));
-        Self { root }
-    }
-
-    fn build_suffix(root: Rc<RefCell<ACNode>>) {
-        let mut q = VecDeque::new();
-        q.push_back(Rc::clone(&root));
-        while let Some(parent) = q.pop_front() {
-            let parent = parent.borrow();
-            for (c, child) in &parent.trans {
-                q.push_back(Rc::clone(child));
-                let mut child = child.borrow_mut();
-                let mut suffix = parent.suffix.upgrade();
-                loop {
-                    match &suffix {
-                        None => {
-                            child.lengths.extend(root.borrow().lengths.clone());
-                            child.suffix = Rc::downgrade(&root);
-                            break;
-                        }
-                        Some(node) => {
-                            if node.borrow().trans.contains_key(c) {
-                                let node = &node.borrow().trans[c];
-                                child.lengths.extend(node.borrow().lengths.clone());
-                                child.suffix = Rc::downgrade(node);
-                                break;
-                            }
-                            suffix = suffix.unwrap().borrow().suffix.upgrade();
-                        }
-                    }
-                }
-            }
-        }
-    }
-
-    pub fn analyze<'a>(&self, s: &'a str) -> HashMap<&'a str, usize> {
-        let mut ans = HashMap::new();
-        let mut cur = Rc::clone(&self.root);
-        let mut position: usize = 0;
-        for c in s.chars() {
-            loop {
-                if let Some(child) = Rc::clone(&cur).borrow().trans.get(&c) {
-                    cur = Rc::clone(child);
-                    break;
-                }
-                let suffix = cur.borrow().suffix.clone();
-                match suffix.upgrade() {
-                    Some(node) => cur = node,
-                    None => break,
-                }
-            }
-            position += c.len_utf8();
-            for &len in &cur.borrow().lengths {
-                ans.entry(&s[position - len..position])
-                    .and_modify(|e| *e += 1)
-                    .or_insert(1);
-            }
-        }
-        ans
-    }
-}
-
-#[derive(Default)]
-struct ACNode {
-    trans: BTreeMap<char, Rc<RefCell<ACNode>>>,
-    suffix: Weak<RefCell<ACNode>>,
-    lengths: Vec<usize>,
-}