posted by system || 5363 views || tracked by 12 users: [display]

DanaC 2014 : Workshop on Data Analytics in the Cloud

FacebookTwitterLinkedInGoogle

Link: http://www.sigmod2014.org/danac
 
When Jun 22, 2014 - Jun 22, 2014
Where Songbird, Utah, U.S.A
Submission Deadline Apr 7, 2014
Categories    databases   data mining   analytics
 

Call For Papers

Data nowadays comes from various sources including log files, transactional applications, the Web, social media and many others. A large part of this data is generated and transmitted in real time and in a large scale. To create value out of these data sets, business analysts and scientists employ advanced data analytics techniques combining, among others, traditional BI, text analytics, machine learning, data mining, and natural language processing. Tackling the complexity of both the data itself and its analysis remains an open challenge.

Cloud computing has emerged as a cost-effective and elastic computing paradigm that facilitates large scale data storage and analysis. Cloud infrastructures can provide adaptive resource provisioning with very little initial investment while scaling to massive amounts of commodity computing nodes. Data analytics, being very resource intensive, has the potential to be a significant cloud application, and to constitute a large fraction of the workload of modern data centers. Designing the infrastructures, systems and data analytics techniques in the new cloud computing environments remains an open challenge.


Topics of Interest

Areas of particular interest for the workshop include (but are not limited to):

Parallel execution and optimization
Scalable storage and indexing
Workload management
Infrastructures for cloud computing
Scalable machine learning
Frameworks for parallel computing
Industrial experiences and use cases
Benchmarking, tuning, and testing
Data science and analytics
Privacy and security in the cloud
Multi-tenancy
Economic models for data
Data management and analytics as a service


Paper Submission

All papers should be submitted in pdf and formatted using the double-column ACM format (templates are available here).

The workshop solicits:

research papers
vision papers
use cases
controversial topics
industrial experience

All papers should clearly mark their type (research/vision/industrial, etc.) in the paper title and should not exceed 4 pages.

Papers should be submitted using the conference management system: https://cmt.research.microsoft.com/DANAC2014


Important Dates

Submission deadline: April 7, 2014
Notification of acceptance: May 5, 2014
Final papers due: May 19, 2014
Workshop: June 22, 2014

Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
IEEE ICCCBDA 2023   IEEE--2023 the 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA 2023)
ICCCBDA 2023   IEEE--2023 the 8th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA 2023)
SDM 2023   SDM 2023 : SIAM International Conference on Data Mining
ACM-Ei/Scopus-ITNLP 2022   2022 2nd International Conference on Information Technology and Natural Language Processing (ITNLP 2022) -EI Compendex
CoMSE 2023   2023 International Conference on Materials Science and Engineering (CoMSE 2023)
ACBT 2023   2023 Asia Conference on Blockchain Technologies (ACBT 2023)
ADMA 2022   18th International Conference on Advanced Data Mining and Applications
ICGDA 2023   2023 6th International Conference on Geoinformatics and Data Analysis (ICGDA 2023)
ICBDA 2023   IEEE--2023 the 8th International Conference on Big Data Analytics (ICBDA 2023)