diff --git a/GeoPulse Pipeline/KafkaConsumer.cs b/GeoPulse Pipeline/KafkaConsumer.cs
index 1607058..aa6beb8 100644
--- a/GeoPulse Pipeline/KafkaConsumer.cs	
+++ b/GeoPulse Pipeline/KafkaConsumer.cs	
@@ -10,6 +10,7 @@ public class KafkaConsumer : BackgroundService
 {
 	private readonly ILogger<KafkaConsumer> _logger;
 	private readonly NpgsqlDataSource _dataSource;
+	private readonly PartitionManager _partitionManager;
 	private readonly string _kafkaHost;
 	private readonly ElasticsearchClient _esClient;
 
@@ -21,11 +22,13 @@ public class KafkaConsumer : BackgroundService
 		ILogger<KafkaConsumer> logger,
 		IConfiguration configuration,
 		NpgsqlDataSource dataSource,
+		PartitionManager partitionManager,
 		ElasticsearchClient esClient)
 	{
 		_logger = logger;
 		_kafkaHost = configuration["KafkaHost"];
 		_dataSource = dataSource;
+		_partitionManager = partitionManager;
 		_esClient = esClient;
 	}
 
@@ -100,13 +103,28 @@ public class KafkaConsumer : BackgroundService
 	{
 		var jsonOptions = new JsonSerializerOptions { PropertyNameCaseInsensitive = true };
 
-		await using var batch = _dataSource.CreateBatch();
+		// 先收集所有不重複的日期並確保分區表存在
+		var uniqueDates = new HashSet<DateTimeOffset>();
+		var processedMessages = new List<(TelemetryRequest Data, ConsumeResult<Ignore, string> Msg)>();
 
 		foreach (var msg in buffer)
 		{
 			var data = JsonSerializer.Deserialize<TelemetryRequest>(msg.Message.Value, jsonOptions);
 			if (data == null) continue;
+			
+			uniqueDates.Add(data.Timestamp);
+			processedMessages.Add((data, msg));
+		}
 
+		foreach (var timestamp in uniqueDates)
+		{
+			await _partitionManager.EnsurePartitionExistsAsync(timestamp);
+		}
+
+		await using var batch = _dataSource.CreateBatch();
+
+		foreach (var (data, msg) in processedMessages)
+		{
 			var cmd = batch.CreateBatchCommand();
 			cmd.CommandText =
 				@"INSERT INTO telemetry_history (id, device_id, geom, timestamp) VALUES (gen_random_uuid(), $1, ST_SetSRID(ST_MakePoint($2, $3), 4326), $4)";
diff --git a/GeoPulse Pipeline/PartitionManager.cs b/GeoPulse Pipeline/PartitionManager.cs
new file mode 100644
index 0000000..f96bfd2
--- /dev/null
+++ b/GeoPulse Pipeline/PartitionManager.cs	
@@ -0,0 +1,63 @@
+using System.Collections.Concurrent;
+using Npgsql;
+
+namespace GeoPulse_Pipeline;
+
+public class PartitionManager
+{
+    private readonly NpgsqlDataSource _dataSource;
+    private readonly ConcurrentDictionary<string, bool> _knownPartitions = new();
+    private readonly ILogger<PartitionManager> _logger;
+
+    public PartitionManager(NpgsqlDataSource dataSource, ILogger<PartitionManager> logger)
+    {
+        _dataSource = dataSource;
+        _logger = logger;
+    }
+
+    public async Task EnsurePartitionExistsAsync(DateTimeOffset timestamp)
+    {
+        // According to user example, partitions are daily based on UTC+8
+        var localTime = timestamp.ToOffset(TimeSpan.FromHours(8));
+        var date = localTime.Date;
+        var partitionName = $"telemetry_history_y{date:yyyy}m{date:MM}d{date:dd}";
+
+        if (_knownPartitions.ContainsKey(partitionName))
+        {
+            return;
+        }
+
+        var startTime = new DateTimeOffset(date, TimeSpan.FromHours(8));
+        var endTime = startTime.AddDays(1);
+
+        // SQL to create partition if it doesn't exist
+        // We use a DO block to ensure atomicity and handle the OWNER change
+        var sql = $@"
+DO $$
+BEGIN
+    IF NOT EXISTS (SELECT 1 FROM pg_tables WHERE tablename = '{partitionName}') THEN
+        CREATE TABLE public.{partitionName} PARTITION OF public.telemetry_history
+            FOR VALUES FROM ('{startTime:yyyy-MM-dd HH:mm:sszzz}') TO ('{endTime:yyyy-MM-dd HH:mm:sszzz}');
+        ALTER TABLE public.{partitionName} OWNER TO postgres;
+    END IF;
+END $$;";
+
+        try
+        {
+            await using var conn = await _dataSource.OpenConnectionAsync();
+            await using var cmd = new NpgsqlCommand(sql, conn);
+            await cmd.ExecuteNonQueryAsync();
+            
+            _knownPartitions.TryAdd(partitionName, true);
+            _logger.LogInformation("已確保分區表存在: {PartitionName}", partitionName);
+        }
+        catch (Exception ex)
+        {
+            _logger.LogError(ex, "建立分區表 {PartitionName} 時發生錯誤", partitionName);
+            // We don't throw here to avoid blocking the whole batch if one partition fails, 
+            // but the subsequent insert will fail anyway if it's needed.
+            // Actually, it's better to let it throw so the caller knows.
+            throw;
+        }
+    }
+}
diff --git a/GeoPulse Pipeline/Program.cs b/GeoPulse Pipeline/Program.cs
index 1977f43..26da335 100644
--- a/GeoPulse Pipeline/Program.cs	
+++ b/GeoPulse Pipeline/Program.cs	
@@ -44,6 +44,7 @@ builder.Services.AddEndpointsApiExplorer();
 builder.Services.AddSwaggerGen();
 builder.Services.AddHostedService<KafkaConsumer>();
 builder.Services.AddNpgsqlDataSource(connString);
+builder.Services.AddSingleton<PartitionManager>();
 builder.Services.AddScoped<IDbConnection>(sp => sp.GetRequiredService<NpgsqlDataSource>().CreateConnection());
 
 var app = builder.Build();
@@ -61,6 +62,7 @@ app.MapPost("/api/telemetry", async (
 	[FromQuery] bool useKafka,
 	IProducer<Null, string> producer,
 	IDbConnection dbConnection,
+	PartitionManager partitionManager,
 	ILogger<Program> logger) =>
 {
 	if (string.IsNullOrWhiteSpace(request.DeviceId))
@@ -87,8 +89,9 @@ app.MapPost("/api/telemetry", async (
 	{
 		try
 		{
+			await partitionManager.EnsurePartitionExistsAsync(request.Timestamp);
 			string sql =
-				@"INSERT INTO telemetry_history (id, device_id, geom, timestamp) VALUES (gen_random_uuid(), @DeviceId, @Lng, @Lat, @Timestamp";
+				@"INSERT INTO telemetry_history (id, device_id, geom, timestamp) VALUES (gen_random_uuid(), @DeviceId, @Lng, @Lat, @Timestamp)";
 			await dbConnection.ExecuteAsync(sql, request);
 
 			return Results.Ok(new { Status = "Success", Route = "Direct-DB", Message = "已直接寫入資料庫" });