论文阅读笔记

databases

• Cloud Native Database Systems
  • Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases
  • Taurus Database: How to be Fast, Available, and Frugal in the Cloud
• Column-stores vs. row-stores: how different are they really?
• Main Memory Database Systems
  • Main Memory Database Systems: An Overview
• KV databases
  • Optimizing Space Amplification in RocksDB
  • WiscKey: Separating Keys from Values in SSD-Conscious Storage
• OLTP
  • OLTP Through the Looking Glass, and What We Found There
  • Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores
• OLAP
  • Lakehouse: A New Generation of Open Platforms that Unify DataWarehousing and Advanced Analytics
  • Delta Lake: HighPerformance ACID Table Storage over Cloud Object Stores
  • The Vertica Analytic Database: C-Store 7 Years Later
  • Data Management for Data Science Towards Embedded Analytics
• HTAP
  • Greenplum: A Hybrid Database for Transactional and Analytical Workloads
• Vector DB
  • Hierarchical NSW
  • IVF-HNSW
  • DiskANN
  • Product Quantization
• Citus: Distributed PostgreSQL for Data-Intensive Applications
• Optimizer
• Executor
  • Volcano — An Extensible and Parallel Query Evaluation System
• Concurrency Control
  • An Empirical Evaluation of In-Memory Multi-Version Concurrency Control
• Change Data Capture
  • DBLog: AWatermark Based Change-Data-Capture Framework
• Designing Access Methods: The RUM Conjecture

Optional readings

• M. Stonebraker, et al., What Goes Around Comes Around
• A. Pavlo, et al., What’s Really New with NewSQL?
• Yihe Huang, et al., Opportunities for Optimism in Contended MainMemory Multicore Transactions