divy9881/Research-Paper-Reviews

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

Research-Paper-Reviews

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

Database Systems

Storage Disaggregation - OLTP

• Amazon Aurora
• Spanner: Google's Globally Distributed Database
• FoundationDB Unbundled Transactional Key-Value Store
• CockroachDB: Geo Distributed Transactional Semi-Relational Database

Storage Disaggregation - OLAP

• Snowflake OLAP
• Databricks Lakehouse Unify Data Warehousing And Advanced Analytics
• Integrated Querying of SQL database data and S3 data in Amazon Redshift
• PushdownDB: Accelerating a DBMS using S3 Computation

Serverless

• SQLite: Past, Present and Future
• Serverless Computing: One Step Forward, Two Steps Backward
• Starling: A Scalable Query Engine on Cloud Functions
• PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers
• SkyPilot: An Intercloud Broker for Sky Computing

Auto-scaling Databases

• Anna: An Auto-Scaling Distributed Key-Value store

DB Oriented Operating Systems

• DBOS: A DBMS-oriented Operating System

Auto-tuning Databases

• Self Driving Database Management Systems

Hybrid Transactional and Analytical Processing(HTAP) Databases

• Cloud-Native Transactions and Analytics in SingleStore

GPU Databases

• Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS

Remote Direct Memory Access(RDMA) Databases

• The End of Myth: Distributed Transactions Can Scale

SmartNIC Databases

• Offloading Distributed Applications onto SmartNICs using iPipe

Advanced Learning Theory

• Spectral Signatures in Backdoor Attacks
• SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics