DRS: Dynamic resource scheduling for real-time analytics over fast streams

TZJ Fu, J Ding, RTB Ma, M Winslett… - 2015 IEEE 35th …, 2015 - ieeexplore.ieee.org
In a data stream management system (DSMS), users register continuous queries, and
receive result updates as data arrive and expire. We focus on applications with real-time …

DRS: Auto-scaling for real-time stream analytics

TZJ Fu, J Ding, RTB Ma, M Winslett… - IEEE/ACM …, 2017 - ieeexplore.ieee.org
In a stream data analytics system, input data arrive continuously and trigger the processing
and updating of analytics results. We focus on applications with real-time constraints, in …

Clustering big spatiotemporal-interval data

W Shao, FD Salim, A Song… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
We propose a model for clustering data with spatiotemporal intervals. This model is used to
effectively evaluate clusters of spatiotemporal interval data. A new energy function is used to …

Real-time synchronous hardware architecture for MRI images segmentation based on PSO

F Hamdaoui, A Sakly, A Mtibaa - 2015 4th international …, 2015 - ieeexplore.ieee.org
Particle Swarm Optimization (PSO) is a metaheuristic algorithm based optimization
technique for continuous search problem. It is among the most used algorithms in various …

QoS management in real-time spatial big data using a feedback control scheduling

S Hamdi, E Bouazizi, S Faiz - International Journal of …, 2018 - inderscienceonline.com
Heterogeneous real-time spatial data management is a very active research domain
nowadays. We are talking about a real-time spatial big data that process a large amount of …

Quantitative evaluation method of cloud resources based on work scheduling

B Vuppala, P Swarnalatha - Journal of Ambient Intelligence and …, 2021 - Springer
With the appearance of the period of large information, the customary information preparing
model and asset the executive's model have been not able to fulfill the developing need. In …

[PDF][PDF] A Scalable Distributed Lock Manager using One-Sided RDMA Atomic Operations

S Zehnder - 2015 - research-collection.ethz.ch
One of the major factors that limits scalability in distributed databases is concurrency control
such as locking. Traditionally, lock managers have been designed for local access while …

Open Source Platforms for Big Data Analytics

JFC Nereu - 2017 - recipp.ipp.pt
The concept of Big Data has been having a great impact in the field of technology,
particularly in the management and analysis of huge volumes of information. Nowadays …

[PDF][PDF] Drs: Dynamic resource scheduling for real-time analytics over fast streams

TZJFJD Richard, TB Ma… - arXiv preprint arXiv …, 2015 - researchgate.net
In a data stream management system (DSMS), users register continuous queries, and
receive result updates as data arrive and expire. We focus on applications with real-time …

Query optimisation in real-time spatial big data

S Hamdi, E Bouazizi, S Faiz - International Journal of …, 2020 - inderscienceonline.com
Nowadays, real-time spatial applications have become more and more important. Such
applications result dynamic environments where data as well as queries are continuously …