Time series management systems: A survey

SK Jensen, TB Pedersen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The collection of time series data increases as more monitoring and automation are being
deployed. These deployments range in scale from an Internet of things (IoT) device located …

High-performance complex event processing over streams

E Wu, Y Diao, S Rizvi - Proceedings of the 2006 ACM SIGMOD …, 2006 - dl.acm.org
In this paper, we present the design, implementation, and evaluation of a system that
executes complex event queries over real-time streams of RFID readings encoded as …

[PDF][PDF] Design Considerations for High Fan-In Systems: The HiFi Approach.

MJ Franklin, SR Jeffery, S Krishnamurthy, F Reiss… - Cidr, 2005 - cs.brown.edu
Advances in data acquisition and sensor technologies are leading towards the development
of “high fan-in” architectures: widely distributed systems whose edges consist of numerous …

Data series management: The road to big sequence analytics

T Palpanas - ACM SIGMOD Record, 2015 - dl.acm.org
Massive data series collections are becoming a reality for virtually every scientific and social
domain, and have to be processed and analyzed, in order to extract useful knowledge …

Retrospective on aurora

H Balakrishnan, M Balazinska, D Carney… - The VLDB Journal, 2004 - Springer
This experience paper summarizes the key lessons we learned throughout the design and
implementation of the Aurora stream-processing engine. For the past 2 years, we have built …

SciQL: bridging the gap between science and relational DBMS

Y Zhang, M Kersten, M Ivanova, N Nes - Proceedings of the 15th …, 2011 - dl.acm.org
Scientific discoveries increasingly rely on the ability to efficiently grind massive amounts of
experimental data using database technologies. To bridge the gap between the needs of the …

SciQL, a query language for science applications

M Kersten, Y Zhang, M Ivanova, N Nes - Proceedings of the EDBT/ICDT …, 2011 - dl.acm.org
Scientific applications are still poorly served by contemporary relational database systems.
At best, the system provides a bridge towards an external library using user-defined …

Exploring change: A new dimension of data analytics

T Bleifuß, L Bornemann, T Johnson… - Proceedings of the …, 2018 - dl.acm.org
Data and metadata in datasets experience many different kinds of change. Values are
inserted, deleted or updated; rows appear and disappear; columns are added or …

A survey on array storage, query languages, and systems

F Rusu, Y Cheng - arXiv preprint arXiv:1302.0103, 2013 - arxiv.org
Since scientific investigation is one of the most important providers of massive amounts of
ordered data, there is a renewed interest in array data processing in the context of Big Data …

Big sequence management: A glimpse of the past, the present, and the future

T Palpanas - SOFSEM 2016: Theory and Practice of Computer …, 2016 - Springer
There is an increasingly pressing need, by several applications in diverse domains, for
developing techniques able to index and mine very large collections of sequences, or data …