[hpc-announce] Deadline Extended - The 3rd International Workshop on Data Reduction for Big Scientific Data (DRBSD-3) in Conjunction with ISC'18

[Liu, Qing]

Call for Papers


The 3rd International Workshop on Data Reduction for Big Scientific
Data (DRBSD-3)

in Conjunction with ISC'18
June 28th, 2018
Frankfurt, Germany


https://web.njit.edu/~qliu/drbsd3.html


As the speed gap between compute and storage continues to exist and
widen, the increasing data volume and velocity pose major challenges
for big data applications in terms of storage and analysis. This
demands new research and software tools that can further reduce data
by several orders of magnitude, taking advantage of new architectures
and hardware available on next generation systems. This international
workshop on data reduction is a response to this renewed research
direction and will provide a focused venue for researchers in this
area to present their research results, exchange ideas, identify new
research directions, and foster new collaborations within the
community.


Topics of interest include but are not limited to:

* New!!Performance evaluations and application case studies

* Application use-cases which can drive the community to develop MiniApps

* Data reduction methods for scientific data including:

Data deduplication methods

Motif-specific methods (structured and unstructured meshes, particles,
tensors, ...)

Optimal design of data reduction methods

Methods with accuracy guarantees

* Metrics to measure reduction quality and provide feedback

* Data analysis and visualization techniques that take advantage of
the reduced data

* Hardware and data co-design

* Accuracy and performance trade-offs on current and emerging hardware

* New programming models for managing reduced data

* Runtime systems for data reduction


Important Dates

Paper Deadline: April 20st, 2018 (AoE)
Author Notification: April 30th, 2018
Camera Ready Final Papers: June 15th, 2018 (AoE)


Submissions

Papers should be submitted electronically on Easychair
(https://easychair.org/conferences/?conf=drbsd3).


* General information on paper format can be found on Springers LNCS
"Information for Authors of Computer Science Publications".

* Paper submissions are required to be within 10 pages excluding references.

* Submitted papers will be evaluated by at least 3 reviewers based
upon technical merits and the accepted paper will be published with
Springer.


Any questions related to this workshop need to be directed to
klasky at ornl or qing.liu at njit.edu
-- 
973-596-3526