1. Identify the root cause for that performance issue. 2. If that is because of the computation power, let the concerned team know to scale up on computation. 3. If the performance optimisation is possible on the code part, identify what other items have dependency on that particular piece of code which needs optimisation. 4. In case the required optimization can be implemented independently, that's great. In case of dependency make necessary changes in the dependent tasks along with the changes in the target item and then ensure all changes are integrated into the final notebooks.

When confronted with a critical performance issue, swiftly identify the root cause using monitoring tools and diagnostics to minimize downtime. Communicate promptly with your team and stakeholders to keep everyone informed and aligned on the resolution strategy. Apply quick fixes or workarounds that alleviate the immediate problem without introducing new complexities. Ensure any changes are carefully tested, even if briefly, to avoid cascading issues. Monitor the system closely after implementing solutions to confirm performance improvements. Finally, document the incident and plan for a long-term fix to prevent future occurrences while maintaining operational stability.

??? Resolve Issues ? Identify Quickly: Act swiftly to pinpoint the root cause of the problem and its impact. ? Communicate Clearly: Keep open lines of dialogue to ensure everyone understands the issue and the steps to resolve it. ? Prioritize Solutions: Focus on critical fixes first to prevent escalation. ? Encourage Collaboration: Bring diverse perspectives together to brainstorm and implement solutions effectively. ? Reflect & Improve: Once resolved, analyze the situation to prevent future hurdles and enhance team strategies.

Apply temporary fixes to stabilize the system. This could include restarting services, reallocating resources, or rolling back recent changes.

Assess the Situation: Quickly identify the scope and impact of the performance issue. Isolate the Problem: Pinpoint the root cause by analyzing logs and system metrics. Implement Immediate Fixes: Apply quick fixes or roll back recent changes if necessary to restore functionality. Communicate Clearly: Inform your team and stakeholders about the issue, your actions, and any expected downtime. Monitor After Fix: After implementing the solution, closely monitor the system to ensure stability and prevent recurrence. Review and Optimize: Conduct a post-incident analysis to understand the cause and improve processes to prevent future issues.