Dynamic Mobile Network Load Balancing via Real-Time Gateway Scoring

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

Conventional mobile network access load balancing methods do not account for the actual temporal load of gateways, leading to over-utilization of high-priority gateways and under-utilization of low-priority ones, resulting in degraded service for mobile terminals.

Innovation Solution

A network access load balancing controller that receives performance status information from mobile network access gateways, calculates dynamic performance scores, and assigns gateways based on weighted rankings to optimize load distribution and maximize network bandwidth.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of operation

If pre-determined weights and priorities are assigned to gateways based on fixed characteristics, then gateway selection is simplified and deterministic, but load distribution becomes unbalanced and service quality degrades due to over-utilization of high-priority gateways

Engineering Contradiction:
Improvegateway selection simplicityVSAvoidservice quality
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The patent implements dynamic gateway selection by continuously monitoring performance metrics (response time, throughput, load) and adjusting gateway rankings in real-time. The MME queries the DNS system for current performance data and selects gateways based on contemporaneous conditions rather than fixed pre-assigned priorities, resolving the contradiction between operational simplicity and service quality reliability

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system establishes a feedback loop where the DNS system continuously collects performance status information from gateways, updates performance scores based on current load conditions, and provides this information back to the MME for informed gateway selection. This feedback mechanism ensures that gateway selection adapts to actual network conditions while maintaining automated operation

Inventive Principle:
Principle #23Feedback

2Productivity

If fixed priority gateways are over-utilized to maximize their usage, then network capacity is fully leveraged, but service quality degrades due to gateway overload and increased latency

Engineering Contradiction:
Improvenetwork capacity utilizationVSAvoidservice quality
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The DNS system continuously monitors gateway performance metrics including response time, throughput, and current load status. When a high-priority gateway becomes over-utilized, the system detects performance degradation through ongoing measurements and dynamically adjusts gateway rankings to redirect traffic to alternative gateways, thereby maintaining both high capacity utilization and acceptable service quality

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system changes the operational parameters of gateway selection by transitioning from fixed priority values to dynamic performance-based scoring. The DNS system calculates performance scores based on current gateway conditions (response time, throughput, load) and adjusts the effective priority of each gateway in real-time, allowing the network to fully leverage available capacity while preventing any single gateway from becoming a bottleneck

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS10623992B2System and method for mobile network access load balancing
Publication Date: 2020.04.14 A10 NETWORKS INC
  • US10623992B2 patent drawing
  • US10623992B2 patent drawing
  • US10623992B2 patent drawing

AI summary

System and method for mobile network access load balancing. In accordance with a first method embodiment, a method includes receiving, at a network access load balancing controller, performance status information from a mobile network access gateway. The method also includes calculating, at the network access load balancing controller, a dynamic performance score for the mobile network access gateway utilizing the performance status information and calculating, at the network access load balancing controller, a weighted ranking of dynamic performance scores of a plurality of mobile network access gateways. The method further includes assigning, based on the weighted ranking of dynamic performance scores, one of the plurality of mobile network access gateways to serve as a mobile network access gateway for a user element.