[hpc-announce] Special Issue on Multi-tier Big Data Pipelines from Edge to the Cloud Data Centers
Rajkumar Buyya
rbuyya at unimelb.edu.au
Wed Feb 26 00:49:09 CST 2020
Special Issue on Multi-tier Big Data Pipelines from Edge to the Cloud
Data Centers
Software: Practice and Experience (Wiley Press)
Call for Papers
Topics of interest include but are not limited to:
* Integrate and process data from underlying IoT platforms and services
▪Smartly select data streams for processing
▪Address the 4 “V” of the Big Data problem: volume, variety, velocity
and veracity▪Improve the energy efficient management of resources and
tasks processing
▪Address the QoS and time-critical aspects of smart applications
▪Facilitate intelligent integration of information arising from various
sources
▪Address the requirements of very dynamic Big Data pipelines(e.g. moving
smartphones, sensors, cars, robots with dynamically changing
requirements for processing)
▪Provide orchestration methods and scheduling policies that address
dependability, reliability, availability and other high-level
application requirements
▪Adequately address the inherent variability of resources from the Edge
to the Data Centers
▪Provide new architectures which use the powerful computing resources of
Data Centers, while at the same time providing optimal QoS to applications
▪Address the decentralisation aspects through the use of
Blockchain-based Smart Contracts and Oracles
▪Implement distributed Artificial Intelligence methods from the Edge to
the Data Center/Cloud
For details, please see:
https://onlinelibrary.wiley.com/pb-assets/assets/1097024X/SI_CFP_big_data_pipelines.pdf
Revised/New Important Dates
------------
April 28, 2020-Paper submission due
Jul 15, 2020 : -Revision submission due
Oct 15, 2020 -Special Issue
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