https://github.com/divy9881/research-paper-reviews

Research Paper Reviews on Databases, Big Data, Distributed ML, Advanced Learning Theory
https://github.com/divy9881/research-paper-reviews

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Research Paper Reviews on Databases, Big Data, Distributed ML, Advanced Learning Theory

• Host: GitHub
• URL: https://github.com/divy9881/research-paper-reviews
• Owner: divy9881
• Created: 2024-01-26T01:55:55.000Z (10 months ago)
• Default Branch: master
• Last Pushed: 2024-02-07T19:17:37.000Z (9 months ago)
• Last Synced: 2024-02-07T20:30:57.502Z (9 months ago)
• Size: 6.84 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# Research-Paper-Reviews

Research Paper Reviews on Databases, Big Data, Distributed ML, Advanced Learning Theory

## Database Systems

#### Storage Disaggregation - OLTP

- [Amazon Aurora](https://gist.github.com/divy9881/e589c75bc80d71cd73a784840fd2df9f)

- [Spanner: Google's Globally Distributed Database](https://gist.github.com/divy9881/ca62b09a58a39ce38fa0a4c31f23ca6a)

- [FoundationDB Unbundled Transactional Key-Value Store](https://gist.github.com/divy9881/9a5c042f0d322d8769e5cd34037f3c3a)

- [CockroachDB: Geo Distributed Transactional Semi-Relational Database](https://gist.github.com/divy9881/b1b82848cb7a751723e7b590a41e25a9)

#### Storage Disaggregation - OLAP

- [Snowflake OLAP](https://gist.github.com/divy9881/1852280562d8cbed12866049052f83f1)

- [Databricks Lakehouse Unify Data Warehousing And Advanced Analytics](https://gist.github.com/divy9881/8f451fae9f1e374caf2315b77ad2ebad)

- [Integrated Querying of SQL database data and S3 data in Amazon Redshift](https://gist.github.com/divy9881/fd535bf210953fea6d35df8c835714b2)

- [PushdownDB: Accelerating a DBMS using S3 Computation](https://gist.github.com/divy9881/94fa03b01c3080b0eec44e04d0d4f16c)

#### Serverless

- [SQLite: Past, Present and Future](https://gist.github.com/divy9881/e4ab70d2c168e6f00201e584336a323c)

- [Serverless Computing: One Step Forward, Two Steps Backward](https://gist.github.com/divy9881/2323ac68e542196f6c056ce0fa898e38)

- [Starling: A Scalable Query Engine on Cloud Functions](https://gist.github.com/divy9881/4167dac93c19c4eab3c23ebe42ccc414)

- [PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers](https://gist.github.com/divy9881/4cf033ec0a116776cebeddf52f4ffae9)

- [SkyPilot: An Intercloud Broker for Sky Computing](https://gist.github.com/divy9881/51b82aa5aed8133a31f154f37afe2461)

#### Auto-scaling Databases

- [Anna: An Auto-Scaling Distributed Key-Value store](https://gist.github.com/divy9881/8d9e9ad1181b0ed9ea62db9e427f7604)

#### DB Oriented Operating Systems

- [DBOS: A DBMS-oriented Operating System](https://gist.github.com/divy9881/502750863ef3a594329ce355d8ac6ee4)

#### Auto-tuning Databases

- [Self Driving Database Management Systems](https://gist.github.com/divy9881/79f5fbedf8db655564e28457a3a72c67)

#### Hybrid Transactional and Analytical Processing(HTAP) Databases

- [Cloud-Native Transactions and Analytics in SingleStore](https://gist.github.com/divy9881/1625959d6b8bec0f7ef6f2236069301e)

#### GPU Databases

- [Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS](https://gist.github.com/divy9881/07279a6355eb4890b28ee1e70b18294f)

#### Remote Direct Memory Access(RDMA) Databases

- [The End of Myth: Distributed Transactions Can Scale](https://gist.github.com/divy9881/8c760b5f327a33e92b2c01e57192b9c5)

#### SmartNIC Databases

- [Offloading Distributed Applications onto SmartNICs using iPipe](https://gist.github.com/divy9881/e8cd0d99ed8a07ad5ae8c0b49958a4dd)

## Advanced Learning Theory

- [Spectral Signatures in Backdoor Attacks](https://gist.github.com/divy9881/b1336271f0c14ca61e1afae6fe6526ea)

- [SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics](https://gist.github.com/divy9881/5827147dc0cf786d16a1527402644b30)