Dec 1, 2020 · LifeStream achieves end-to-end performance up to 7.5\times higher than state-of-the-art streaming engines and 3.2\times than hand-optimized numerical libraries.
We demonstrate that LifeStream achieves end-to-end performance up to 7.5× higher than state-of-the-art streaming engines and 3.2× than hand-optimized numerical ...
In this paper, we introduce LifeStream, a new high perfor- mance stream processing engine for physiological data. We make a key observation that data streams ...
Mar 3, 2021 · LifeStream hits the sweet spot between ease of programming by providing a rich temporal query language support and performance by employing ...
Stream processing engines (SPEs) are special systems designed to meet the ever-increasing performance demands of streaming analytics applications. Modern SPEs [ ...
Dec 1, 2020 · LifeStream demonstrates end-to-end performance up to $7.5\times$ higher than state-of-the-art streaming engines and $3.2\times$ than hand- ...
Description. This artifact contains code and a synthetic data set to evaluate LifeStream, Trill, and numerical library-based data processing pipelines.
ASPLOS'21 LifeStream: A High-Performance Stream Processing Engine for Periodic Streams (Lightning). UofT-EcoSystem · 18:19 · ASPLOS'21 LifeStream: A High ...
People also ask
What is a stream processing engine?
What is the difference between stream processing and real time processing?
Why use stream processing?
What is the stream processing technique?
Apr 25, 2024 · LifeStream: a high-performance stream processing engine for periodic streams. ASPLOS 2021: 107-122; 2020. [i1]. view. electronic edition @ arxiv ...
May 10, 2024 · I'm looking for advice on stream processing engines that allow me to do the following: What are the best options out there? It seems like Apache Flink enables ...
Missing: LifeStream: high- periodic
Learn how Aerospike client features enhance operations with asynchronous capabilities. Understand how Aerospike client improves query efficiency and data replication. Developer-Friendly. Python and Java Ready.