Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Load on cellular tors is one of the key metrics that cellular service providers monitor as part of their operational and management tasks. Increased load on the tors can lead to congestion, which in turn can severely degrade quality of service perceived by users. Hence, it is of great interest to cellular service providers to minimize the maximum load at cell tors, and thereby minimize chances of congestion in the event of a sudden increase in load due to user demand changes. This goal can be achieved by proactive load balancing among neighboring cell tors, i.e., proactively identify opportunities to balance the load through re-binding of users from heavily loaded cell tors to lightly loaded neighboring tors. ,  propose a new tool Libra to effectively assess the impact of load balancing related parameter changes. Libra provides an objective measure of the degree of load imbalance across multiple network locations and identifies if the measure improves or degrades after parameter changes. Our evaluation of Libra using real-world data collected from a large cellular provider demonstrates its effectiveness in accurately capturing the degree of imbalance at multiple cell tors.
['Kanthi Nagaraj', 'Ajay Mahimkar', 'Zihui Ge', 'Aman Shaikh', 'Jia Wang', 'Kevin Mohr', 'Mark Stockert']
I am writing a research paper on a idea Libra: Impact assessment of cellular load balancing
[{"from": "human", "value": "I am writing a research paper on a idea Libra: Impact assessment of cellular load balancing"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Load on cellular tors is one of the key metrics that cellular service providers monitor as part of their operational and management tasks. Increased load on the tors can lead to congestion, which in turn can severely degrade quality of service perceived by users. Hence, it is of great interest to cellular service providers to minimize the maximum load at cell tors, and thereby minimize chances of congestion in the event of a sudden increase in load due to user demand changes. This goal can be achieved by proactive load balancing among neighboring cell tors, i.e., proactively identify opportunities to balance the load through re-binding of users from heavily loaded cell tors to lightly loaded neighboring tors. ,  propose a new tool Libra to effectively assess the impact of load balancing related parameter changes. Libra provides an objective measure of the degree of load imbalance across multiple network locations and identifies if the measure improves or degrades after parameter changes. Our evaluation of Libra using real-world data collected from a large cellular provider demonstrates its effectiveness in accurately capturing the degree of imbalance at multiple cell tors."}]