The Fifth Elephant 2017
On data engineering and application of ML in diverse domains
Jul 2017
24 Mon
25 Tue
26 Wed
27 Thu 08:15 AM – 10:00 PM IST
28 Fri 08:15 AM – 06:25 PM IST
29 Sat
30 Sun
On data engineering and application of ML in diverse domains
Jul 2017
24 Mon
25 Tue
26 Wed
27 Thu 08:15 AM – 10:00 PM IST
28 Fri 08:15 AM – 06:25 PM IST
29 Sat
30 Sun
Dharma Shukla
Description:
Dharma and his team has spent past 7 years to build Azure Cosmos DB (http://cosmosdb.com) - a massively scalable, multi-tenant, globally distributed database service from the ground up. The system they have built is currently operating across more than thirty-four geographical regions, managing hundreds of petabytes of indexed data, and serving 100s of trillions of requests every day from thousands of customers worldwide. The database system allows developers to elastically scale both, throughput and storage across any number of geographical regions on a single table. The service offers guaranteed single-digit millisecond low latency at 99the percentile, 99.99% high availability, predictable throughput, and multiple well-defined consistency models. The system is able to offer comprehensive SLAs for latency, availability, throughput and consistency and is used extensively within Microsoft and is available to external Azure customers since 2015. In this session, Dharma will describe the internals of the system design and various design trade-offs they had to make. He will also share his experiences from operating a globally distributed database service worldwide and maintaining comprehensive Service Level Agreements (SLAs).
Takeaways:
The lessons I have learnt from building a globally distributed database can be applied to many distributed systems.
Some of the takeaways are:
Intended audience:
Application developers of all types, distributed systems practitioners, data engineers, system integrators and consultants.
https://speakerdeck.com/dharmashukla/cosmos-db-at-fifth-elephant-2017
Familiarity with databases, cloud and challenges to build a scalable applications.
Dharma Shukla is a Distinguished Engineer at Microsoft. Dharma is also the founder of Azure Cosmos DB (http://cosmosdb.com) - a globally distributed, multi-tenant database service on Azure. Prior to working on the current system, his work spanned a range of distributed systems and databases at Microsoft and other places.
https://speakerdeck.com/dharmashukla/cosmos-db-at-fifth-elephant-2017
Jul 2017
24 Mon
25 Tue
26 Wed
27 Thu 08:15 AM – 10:00 PM IST
28 Fri 08:15 AM – 06:25 PM IST
29 Sat
30 Sun
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