[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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