TiDB: a Raft-based HTAP database

D Huang, Q Liu, Q Cui, Z Fang, X Ma, F Xu… - Proceedings of the …, 2020 - dl.acm.org
Hybrid Transactional and Analytical Processing (HTAP) databases require processing
transactional and analytical queries in isolation to remove the interference between them. To …

Data warehouse systems

A Vaisman, E Zimányi - Data-Centric Systems and Applications, 2014 - Springer
Since the late 1970s, relational database technology has been adopted by most
organizations to store their essential data. However, nowadays, the needs of these …

Lethe: A tunable delete-aware LSM engine

S Sarkar, TI Papon, D Staratzis… - Proceedings of the 2020 …, 2020 - dl.acm.org
Data-intensive applications fueled the evolution of log structured merge (LSM) based key-
value engines that employ the out-of-place paradigm to support high ingestion rates with low …

FILM: a fully learned index for larger-than-memory databases

C Ma, X Yu, Y Li, X Meng, A Maoliniyazi - Proceedings of the VLDB …, 2022 - dl.acm.org
As modern applications generate data at an unprecedented speed and often require the
querying/analysis of data spanning a large duration, it is crucial to develop indexing …

Greenplum: a hybrid database for transactional and analytical workloads

Z Lyu, HH Zhang, G **ong, G Guo, H Wang… - Proceedings of the …, 2021 - dl.acm.org
Demand for enterprise data warehouse solutions to support real-time Online Transaction
Processing (OLTP) queries as well as long-running Online Analytical Processing (OLAP) …

Towards observability data management at scale

S Karumuri, F Solleza, S Zdonik, N Tatbul - ACM Sigmod Record, 2021 - dl.acm.org
Observability has been gaining importance as a key capability in today's large-scale
software systems and services. Motivated by current experience in industry exemplified by …

Polynesia: Enabling effective hybrid transactional/analytical databases with specialized hardware/software co-design

A Boroumand, S Ghose, GF Oliveira… - arxiv preprint arxiv …, 2021 - arxiv.org
An exponential growth in data volume, combined with increasing demand for real-time
analysis (ie, using the most recent data), has resulted in the emergence of database systems …

Cloud-native transactions and analytics in singlestore

A Prout, SP Wang, J Victor, Z Sun, Y Li, J Chen… - Proceedings of the …, 2022 - dl.acm.org
The last decade has seen a remarkable rise in specialized database systems. Systems for
transaction processing, data warehousing, time series analysis, full-text search, data lakes …

HTAP databases: What is new and what is next

G Li, C Zhang - Proceedings of the 2022 International Conference on …, 2022 - dl.acm.org
Processing the mixed workloads of transactions and analytical queries in a single database
system can eliminate the ETL process and enable real-time data analysis on the transaction …

Scalable garbage collection for in-memory MVCC systems

J Böttcher, V Leis, T Neumann, A Kemper - Proceedings of the VLDB …, 2019 - dl.acm.org
To support Hybrid Transaction and Analytical Processing (HTAP), database systems
generally rely on Multi-Version Concurrency Control (MVCC). While MVCC elegantly …