Oleksandra is an experienced software engineer who believes in importance of fundamental knowledge. She has been developing different backend services for online games that serves millions of users. Taking part in various projects including game core, infrastructure services, automation and testing and a lot more . Love sharing experience on meetups and conferences.
In real word problems where big amount of data should be processed in real time regular algorithms stop working. But if mistake in couple of percent is acceptable probabilistic data structures can be used. There is a brief overview how probability theory and mathematical statistics is used in to solve big data problems. There is a overview of probabilistic data structures that is used in data storages or other system. For example, HyperLogLog and Bloom Filter.
Scheduled on Friday from 14:45 to 15:00 in Room 2