I just want to add ON one last point for this question. So, our private cloud the PaaS is a -- in addition to our major product, the public cloud, this is not going to replace the existing market, this is to open a new market, because there are certain customers, especially some large customers just have strong requirement need to place all their data on their own private cloud, which the public cloud product cannot serve. So, we believe we offer a private cloud product, which still enable all the devices deployed on the private cloud able to connect our other brands on our private cloud is able to open a new market for us. For next question, which -- Liu Yang asked, let me take on it. Usually, we communicate with our major customers about their plan for next year at the end of December. At present, customers are closely observing the holiday season sales, shipping prices, and a chance in raw material prices. They are generally now more cautious compared to the same time last year. Branded customers are concerned about the impact of high inflation on purchase power, the chip shortage, shipping delays, and the currently still high sea freight prices, which are all happening in parallel. So, generally speaking, it is currently a stage of weakness in global consumption. However, a relatively good situation is that from our communications with brands, they have exercised the caution. So, most of brands inventories are in a healthy condition. Although there are many uncertainties in the macro situation, major accounts have generally expressed the interest grow and continue to expand new product categories next year. This is also a major advantage for Tuya IoT cloud platform. On our cloud platform, we are constantly launching new product support capabilities, allowing reputable customers with channel advantages to easily expand their IoT products. For example, as the epidemic gradually eases, although IoT devices will embrace strong demand, many of our large accounts have expressed interest in working on outdoor IoT devices. So, we will continue to help customers to expand by creating more valuable IoT devices.