For big data and analytics workloads, performance improvement is critical. Learn about my experience using Intel® VTune™ Amplifier platform profiler to identify performance bottlenecks, mitigate them and arrive at an optimal configuration. As distributed systems get more complex and the use of large clusters increases, end-users and customers need to become familiar with these tools and methodologies to get the best performance and TCO for their investment.