The efficiency of airline operations lies in delivering streamlined experiences for passengers. From ticketing systems to scheduling pilots and flight attendants, bag tags, premium rewards, and the seamless functioning of applications.
With the complexity of these various applications, one often overlooked aspect is the cost associated with high-volume logs. Typically, teams will leverage various tactics in hopes of capturing the data they should need while reducing costs. These logs contain invaluable insights into system performance, production issues, security threats, and operational efficiency. Neglecting or selecting which logs to monitor and troubleshoot can pose significant challenges – all for the sake of saving costs – hindering airlines from delivering on-time services, and compromising their ability to swiftly address issues.
The Significance of Log Data in the Airline Industry
The multitude of airline-specific applications executing logs include:
Ticketing systems: Every purchase, reservation, or update generates logs critical for auditing and customer service.
Scheduling: Logs track details of crew assignments, flight times, and regulatory compliance.
Bag tags: From check-in to baggage handling, logs ensure seamless tracking and accountability.
Reward programs: Logs monitor reward issuance, status, usage, and membership details.
Challenges Faced Without a Solution to Manage High-Volume Logs
The sheer volume and complexity of logs often lead to challenges:
Performance degradation: High volumes of log data can burden your log management system, slowing query and dashboard performance to a halt. Self-hosted offerings can even experience downtime.
Excessive costs: Ingesting un-optimized log data results in significantly higher TCO. When using a cloud observability platform, teams commonly experience overages. When using self-hosted solutions, compute and storage costs can go through the roof.
Security and compliance risks: Teams need a mechanism to protect sensitive data, such as PII. Log management tools that fail to support these use cases might compromise data security and hinder compliance adherence.
Airlines Seeing the Benefit of Log Management
With a strong log management solution, airlines can easily streamline troubleshooting processes, reduce downtime, and ensure a more resilient operational environment for all teams.
Improved performance and cost reduction: By leveraging a platform architected to support modern data volumes, you can ensure smoother operations, enhance system performance, and spend less time spent on various tactics to keep costs down.
Resource efficiency: Platforms that use artificial intelligence and machine learning (AI/ML) to detect anomalies and guide your troubleshooting can give time back to your team. Now, you can detect issues without having to predict them in advance and resolve issues faster.
Security and compliance: Platforms that deliver functionality to protect sensitive data – such as masking PII upstream or routing log data to archive storage – can help you strengthen data security and meet regulatory compliance mandates.
Deploying the Solution
Real-time monitoring of logs enables airlines to set up proactive alerting mechanisms. By automating triggers, teams can receive instant alerts for anomalies or potential outages. Moreover, leveraging a platform architected for today’s volume of log data can lead to significant cost savings and improved operational efficiency.
For DevOps and SRE teams deploying a log management solution, consider these steps:
Assessment: Understand the specific log volume and intricacies within your infrastructure.
Selection: Choose a solution built to handle high-volume logs efficiently over the long term.
Integration and testing: Implement the solution methodically, testing its efficacy across various mission-critical applications in dev and production environments.
Continuous monitoring: Regularly monitor and refine your log management strategy to adapt to evolving requirements.
The streamlined management of high-volume infrastructure logs is a strategic necessity for anyone in the airline industry. It's a gateway to operating smoother, secure, and compliant operations across all critical functionalities.
By investing in a log management solution, airlines can reduce their operating costs, while delivering streamlined experiences to passengers by maintaining the highest standards of efficiency and reliability of mission-critical apps like ticketing, pilot/flight attendant scheduling, bag tags, premium rewards, and more!
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