Amazon Aurora: Papers Review

Amazon Aurora is a very interesting piece of engineering. I want to share my review notes on 2 papers related to amazon aurora. I was wondering for a long time, 2 years if I should start publishing my reviews or not. I do structure learning and study for a long time for more than 15+ years, however, I often take notes on the papers and videos I see in my Evernote. After 2 years of thinking I decided to share my papers review notes. I believe this decision will improve my learnings because I will write even more about the things I study and read and often do in my day-by-day work. I don't work at Amazon however I like amazon a lot, they are a reference for me in regards of SOA(Service Oriented Architecture), DevOps, Cloud, and NoSQL/NewSQL databases now, which aurora they proved to me that cloud-native database it's a real thing and its not BS marketing.

Papers

Engineers often dont read papers, which is a big mistake because they loose often Deep Dive tech content related to Algorithms, Datastructures, Techniques, and lessons learned. So If you are reading this, start reading papers. The 2 amazon papers I'm talking about are:

Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes
https://dl.acm.org/doi/10.1145/3183713.3196937

Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases
https://www.allthingsdistributed.com/files/p1041-verbitski.pdf

I highly recommend you read the papers if you want to learn more about cloud-native databases.

Reviews

Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes
https://github.com/diegopacheco/notes/blob/master/paper_reviews/aws_aurora/diegopacheco_paper_review_Amazon_Aurora_On_Avoiding_Distributed_Consensus_for_IOs_Commits_and_Membership_Changes.pdf

Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases
https://github.com/diegopacheco/notes/blob/master/paper_reviews/aws_aurora/diegopacheco_paper_review_Amazon_Aurora_Design_Considerations_for_High_Throughput_CloudNative_RelationalDatabases.pdf.pdf

I hope you enjoy it. More to come.

Cheers,
Diego Pacheco

Popular posts from this blog

Kafka Streams with Java 15

Image
Kafka Streams is a Streaming library similar to Spark and Flink which works with Apache Kafka. Kafka stream can be useful to process historical and near-real-time big data workloads but also for non-realtime analytical computations at scale for the online world as well. Kafka-Streams is elastic, highly scalable, fault-tolerant, and fully integrated with Kafka. You can use Kafka Stream with Java, Scala, Kotlin JVM applications and also have exactly-once processing semantics. Kafka-Streams is being used by the New York Times, Pinterest, Line, Trivago, Zalando, and many other companies. Today I want to share a video of Kafka-Streams running with Kafka 2.6 and Java JDK 15. So Let's get started. 
read more »

Rust and Java Interoperability

Image
Rust does not stop for one second to amaze me. It looks like Rust was designed to talk to every other language so easily. No kidding, it's clear way Web Assembly and rust have lots in common. Java is never an easy lang to interop with. Today I will show how easily we can interop Java & Rust. In order to do so, we will need to use the Java and Rust compilers. For Java, we will not require any other lib than the standard JDK. For Rust, we will need to create a lib project in cargo and we will need to use the crate JNI. I love this feature because java does not allow low-level code on the main language. So if we need to do something low level, efficiently Rust is my first choice, not only for safety reasons but because is really fast.  Let's get started.
read more »

HMAC in Java

Image
In 2018 AWS CTO(Vogels) said : "Security is everyone's job". For the last 2 years, there was so many famous and big data leaks and breaks that made that statement be very true more than ever. Security often could mean worst performance and worst user experience so in order to get it right you really need to think about the designs before jumping into to code and consider performance and user experience has main requirements.  I was thinking about writing about how to do HMAC in Java for a while and recently Redis 6.0.0 come out and to my surprise, there was a refactoring on the password part in order to use HMAC.  Security easily could scare engineers often because it is not something well spread yet but I believe this will change soon. It does not matter if you have to deal with PII Data or not, security is super relevant because everybody is running their workloads at the cloud or with IoT and Edge devices which means more distribution, more code, more points of fail
read more »