一種非同步的事件處理機制 機製,用來提供系統的併發處理能力
當中斷事件發生,會觸發執行中斷處理程式
中斷處理程式分爲上半部和下半部
上半部:硬中斷,快速處理中斷
下半部:軟中斷,用來非同步處理上半部未完成的工作
每個 CPU 都對應一個軟中斷內核執行緒,名字是 ksoftirqd/CPU 編號
當軟中斷事件的頻率過高時,內核執行緒也會因爲 CPU 使用率過高而導致軟中斷處理不及時,進而引發網路收發延遲,排程緩慢等效能問題
Ubuntu 18.04, 2 CPU,2GB 記憶體,共兩臺虛擬機器
sar:是一個系統活動報告工具,既可以實時檢視系統的當前活動,又可以設定儲存和報告 歷史統計數據。
hping3:是一個可以構造 TCP/IP 協定數據包的工具,可以對系統進行安全審計、防火牆 測試等。
tcpdump:是一個常用的網路抓包工具,常用來分析各種網路問題
在 VM1 中執行命令
docker run -itd --name=nginx -p 80:80 nginx
在 VM2 中執行命令
curl http://172.20.72.58/
在 VM2 中執行命令
hping3 -S -p 80 -i u100 172.20.72.58
-S:參數表示設定 TCP 協定的 SYN(同步序列號)
-p:表示目的埠爲 80
-i:u100 表示每隔 100 微秒發送一個網路幀
感覺系統響應明顯變慢了,即便只 是在終端中敲幾個回車,都得很久才能 纔能得到響應
以下命令均在 VM1 中執行
系統 CPU 使用率(使用者態 us 和內核態 sy )並不高
平均負載適中,只有 2 個 R 狀態的進程,無殭屍進程
但是軟中斷進程1號(ksoftirqd/1)的 CPU 使用率偏高,而且處理軟中斷的 CPU 佔比已達到 94
此外,並無其他異常進程
可以猜測,軟中斷就是罪魁禍首
觀察 /proc/softirqs 檔案的內容,就能知道各種軟中斷型別的次數
它是系統執行以來的累積中斷次數
所以直接檢視檔案內容,得到的只是累積中斷次數,對這裏的問題並沒有直接參考意義
中斷次數的變化速率纔是我們需要關注的
因爲我的機器是兩核,如果直接讀取 /proc/softirqs 會列印 128 核的資訊,但對於我來說,只要看前面兩核的資訊足以,所以需要寫提取關鍵數據
watch -d 「/bin/cat /proc/softirqs | /usr/bin/awk 'NR == 1{printf 「%-15s %-15s %-15s\n」,」 「,$1,$2}; NR > 1{printf 「%-15s %-15s %-15s\n」,$1,$2,$3}’」
TIMER(定時中斷)、 NET_RX(網路接收)、SCHED(內核排程)、RCU(RCU 鎖)等這幾個軟中斷都在不停變化
而 NET_RX,就是網路數據包接收軟中斷的變化速率最快
其他幾種型別的軟中斷,是保證 Linux 排程、時鐘、臨界區保護這些正常工作所必需的,所以有變化時正常的
上面確認了從網路接收的軟中斷入手,所以第一步應該要看下系統的網路接收情況
不僅可以觀察網路收發的吞吐量(BPS,每秒收發的位元組數)
還可以觀察網路收發的 PPS(每秒收發的網路幀數)
sar -n DEV 1
第二列:IFACE 表示網絡卡
第三、四列:rxpck/s 和 txpck/s 分別表示每秒接收、發送的網路幀數【PPS】
第五、六列:rxkB/s 和 txkB/s 分別表示每秒接收、發送的千字節數【BPS】
對網絡卡 ens33 來說
每秒接收的網路幀數比較大,幾乎達到 8w,而發送的網路幀數較小,只有接近 4w
每秒接收的千字節數只有 4611 KB,發送的千字節數更小,只有2314 KB
docker0 和 veth04076e3
數據跟 ens33 基本一致只是發送和接收相反,發送的數據較大而接收的數據較小
這是 Linux 內部網路橋轉發導致的,暫且不用深究,只要知道這是系統把 ens33 收到的包轉發給 Nginx 服務即可
前面說到是網路數據包接收軟中斷的問題,那就重點看 ens33
接收的 PPS 達到 8w,但接收的 BPS 只有 5k 不到,網路幀看起來是比較小的
4611 * 1024 / 78694 = 64 位元組,說明平均每個網路幀只有 60 位元組,這顯然是很小的網路幀,也就是常說的小包問題
如何知道這是一個什麼樣的網路幀,它又是從哪裏發過來的呢?
Nginx 監聽在 80 埠, 它所提供的 HTTP 服務是基於 TCP 協定的
tcpdump -i ens33 -n tcp port 80
-i ens33:只抓取 ens33 網絡卡
-n:不解析協定名和主機名
tcp port 80:表示只抓取 tcp 協定並且埠號爲 80 的網路幀
表示網路幀從 172.20.72.59 的 52195 埠發 送到 172.20.72.58 的 80 埠
也就是從執行 hping3 機器的 52195 埠發送網路幀, 目的爲 Nginx 所在機器的 80 埠
表示這是一個 SYN 包
結合 sar 命令發現的 PPS 接近 4w 的現象,可以認爲這就是從 172.20.72.59 這個地址發送過來的 SYN FLOOD 攻擊
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從交換機或者硬體防火牆中封掉來源 IP,這樣 SYN FLOOD 網路幀就不會發送到伺服器中
至於 SYN FLOOD 的原理和更多解決思路在後面會講到哦
系統出現卡頓,執行命令,響應也會變慢
通過 top 檢視系統資源情況
發現 CPU 使用率(us 和 sy)均不高,平均負載適中,沒有超 CPU 核數的執行狀態的進程,也沒有殭屍進程
但是發現處理軟中斷的 CPU 佔比(si)較高,在進程列表也可以看到軟中斷進程 CPU 使用率偏高,猜測是軟中斷導致系統變卡頓的主要原因
通過 /proc/sorfirqs 檢視軟中斷型別和變化頻率,發現直接 cat 的話會列印 128 個核的資訊,但只想要兩個核的資訊
所以結合 awk 進行過濾,再通過 watch 命令可以動態輸出檢視結果
發現有多個軟中斷型別在變化,重點是 NET_RX 變化頻率超高,而且幅度也很大,它是網路數據包接收軟中斷,暫且認爲它是問題根源
既然跟網路有關係,可以先通過 sar 命令檢視系統網路接收和發送的整體情況
然後可以看到接收的 PPS 會比接收的 BPS 大很多,做下運算,發現網路幀會非常小,也就是常說的小包問題
接下來,通過 tcpdump 抓取 80埠的 tcp 協定網路包,會發現大量來自 VM2 發送的 SYN 包,結合 sar 命令,確認是 SYN FLOOD 攻擊