In-memory big data management and processing: A survey

H Zhang, G Chen, BC Ooi, KL Tan… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Growing main memory capacity has fueled the development of in-memory big data
management and processing. By eliminating disk I/O bottleneck, it is now possible to support …

Amazon, Google and Microsoft solutions for IoT: Architectures and a performance comparison

P Pierleoni, R Concetti, A Belli, L Palma - IEEE access, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) aims to connect the real world made up of devices, sensors and
actuators to the virtual world of Internet in order to interconnect devices with each other …

Lambada: Interactive data analytics on cold data using serverless cloud infrastructure

I Müller, R Marroquín, G Alonso - Proceedings of the 2020 ACM SIGMOD …, 2020 - dl.acm.org
Serverless computing has recently attracted a lot of attention from research and industry due
to its promise of ultimate elasticity and operational simplicity. However, there is no …

[图书][B] Principles of distributed database systems

MT Özsu, P Valduriez - 1999 - Springer
The first edition of this book appeared in 1991 when the technology was new and there were
not too many products. In the Preface to the first edition, we had quoted Michael Stonebraker …

Managing non-volatile memory in database systems

A Van Renen, V Leis, A Kemper, T Neumann… - Proceedings of the …, 2018 - dl.acm.org
Non-volatile memory (NVM) is a new storage technology that combines the performance
and byte addressability of DRAM with the persistence of traditional storage devices like flash …

Reducing the storage overhead of main-memory OLTP databases with hybrid indexes

H Zhang, DG Andersen, A Pavlo, M Kaminsky… - Proceedings of the …, 2016 - dl.acm.org
Using indexes for query execution is crucial for achieving high performance in modern on-
line transaction processing databases. For a main-memory database, however, these …

XIndex: a scalable learned index for multicore data storage

C Tang, Y Wang, Z Dong, G Hu, Z Wang… - Proceedings of the 25th …, 2020 - dl.acm.org
We present XIndex, a concurrent ordered index designed for fast queries. Similar to a recent
proposal of the learned index, XIndex uses learned models to optimize index efficiency …

LeanStore: In-memory data management beyond main memory

V Leis, M Haubenschild, A Kemper… - 2018 IEEE 34th …, 2018 - ieeexplore.ieee.org
Disk-based database systems use buffer managers in order to transparently manage data
sets larger than main memory. This traditional approach is effective at minimizing the …

E-store: Fine-grained elastic partitioning for distributed transaction processing systems

R Taft, E Mansour, M Serafini, J Duggan… - Proceedings of the …, 2014 - dl.acm.org
On-line transaction processing (OLTP) database management systems (DBMSs) often serve
time-varying workloads due to daily, weekly or seasonal fluctuations in demand, or because …

Main memory database recovery: A survey

A Magalhaes, JM Monteiro, A Brayner - ACM Computing Surveys (CSUR …, 2021 - dl.acm.org
Many of today's applications need massive real-time data processing. In-memory database
systems have become a good alternative for these requirements. These systems maintain …