I ntroducon to MemSQL JSON ⬤ Relaonal ⬤ Full text ⬤ Geospaal ⬤ INGESTION Nave pipeline for data ingeson ⬤ LOAD DATA enabling bulk loads ⬤ Nave Parallel Ingest from many data sources (Linux File System, ⬤ S3, Azure Blob Store, HDFS, Kaa) Supports most popular formats (CSV, Avro, JSON) ⬤ Load to stored procedures (ELT) ⬤ Pipelines with transform scripts ⬤ CLUSTER OPERATIONS Zero downme node management (add/remove) ⬤ Automac recovery from node failures ⬤ Rolling producon upgrades ⬤ Automated full backup ⬤ Database Replicaon across Geographies to enable disaster ⬤ recovery Management and Monitoring tools ⬤ Online operaonal capabilies (add/remove nodes/re-balance ⬤ etc.) 31