 My name is Raghu. I work as a principal architect in Flipkart. I'm really excited to be speaking at the 5th Elephant this year. I was there last year too. I'll be talking about latency and fault tolerance in world AP systems. You might be wondering what this has to do with big data. I can tell you so much that in distributed systems, 100% availability is either impossible if not hard to achieve. We'll be precisely talking about how we manage to work with the assumption that systems do fail and how you can build resilience and recovery from these systems. I'll also be talking about data choices that we make at Flipkart, some of the largest data stores that we deploy and how we went about sustaining this kind of an experience and the learnings from it. So look forward to meeting you at Haspeak and a lot of interactions there. Thank you.