Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Video streaming services are migrating to cloud environments for the economic expense with good scalability. Hover, cloud providers offer flexible resource configurations, e.g., on-demand, reserved and spot instances, with significant different pricing policies, of which one single configuration is suboptimal for cloud video streaming services. ,  propose hybrid configuration schemes of cloud video streaming services to reduce the cost. To achieve this goal,  first introduce a lightight prediction algorithm to predict the future video traffic. With the predicted video traffic,  then give the Hybrid-R hybrid configuration scheme by configuring both on-demand and reserved instances, and the Hybrid-RS hybrid configuration scheme by further configuring spot instances. Our evaluations using traces from real video service providers show that our configuration schemes can reduce cost by at least 20% compared to the unoptimized ones with negligible overhead.
['Yunyun Jiang', 'Xiaosong Ma', 'Wenguang Chen']
I am writing a research paper on a idea Cost-Effective Resource Configuration for Cloud Video Streaming Services
[{"from": "human", "value": "I am writing a research paper on a idea Cost-Effective Resource Configuration for Cloud Video Streaming Services"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Video streaming services are migrating to cloud environments for the economic expense with good scalability. Hover, cloud providers offer flexible resource configurations, e.g., on-demand, reserved and spot instances, with significant different pricing policies, of which one single configuration is suboptimal for cloud video streaming services. ,  propose hybrid configuration schemes of cloud video streaming services to reduce the cost. To achieve this goal,  first introduce a lightight prediction algorithm to predict the future video traffic. With the predicted video traffic,  then give the Hybrid-R hybrid configuration scheme by configuring both on-demand and reserved instances, and the Hybrid-RS hybrid configuration scheme by further configuring spot instances. Our evaluations using traces from real video service providers show that our configuration schemes can reduce cost by at least 20% compared to the unoptimized ones with negligible overhead."}]