What are the potential pitfalls of using PHP for time-critical tasks in a web application?

Using PHP for time-critical tasks in a web application can be risky due to its slower execution speed compared to other languages like C++ or Java. To mitigate this issue, you can optimize your PHP code by reducing unnecessary function calls, minimizing database queries, and utilizing caching techniques.

// Example of optimizing PHP code for time-critical tasks
// Reduce unnecessary function calls
$currentTime = time();

// Minimize database queries
$query = "SELECT * FROM users WHERE id = :id";
$stmt = $pdo->prepare($query);
$stmt->execute(['id' => $userId]);
$user = $stmt->fetch();

// Utilize caching techniques
$cacheKey = 'user_' . $userId;
$userFromCache = $cache->get($cacheKey);

if (!$userFromCache) {
    $userFromCache = getUserFromDatabase($userId);
    $cache->set($cacheKey, $userFromCache, 3600); // Cache for 1 hour
}

function getUserFromDatabase($userId) {
    // Database query to fetch user data
}