DaWaK 2024
Papers submission: Coming soon
IMPORTANT DATES
- Paper submission deadline: 07 March 2024
- Notification of acceptance: 10 May 2024
- Camera-ready copies due: before 15 June, 2024 (SHARP)
- Authors registration deadlne: before 20 June 2024 (SHARP)
- Conference days: 26-28 August 2023
PUBLICATION
All accepted conference papers will be published in a volume of "Lecture Notes in Computer Science" (LNCS) by Springer. LNCS volumes are indexed in Scopus; EI Engineering Index; Google Scholar; DBLP; etc. and submitted for indexing in the Conference Proceedings Citation Index (CPCI), part of Clarivate Analytics’ Web of Science. TOP papers, after further revisions, will be invited for publication in a SPECIAL ISSUE of DATA & KNOWLEDGE ENGINEERING (DKE) titled "Data Engineering, Data Analytics and Data Science".
SCOPE
DaWaK conference is a high-quality forum for researchers, practitioners and developers in the field of Big Data Analytics, in a broad sense. The objective is to explore, disseminate and exchange knowledge in this field through scientific and industry talks. The conference covers all aspects of DaWaK research and practice, including data lakes, database design (data warehouse design, ER modelling), big data management (tables + text + files), query languages (SQL and beyond), parallel systems technology (Spark, MapReduce, HDFS), theoretical foundations and applications, text and data mining techniques, and deep learning. The conference will bring together active researchers from the database systems, cloud computing, programming languages and data science communities worldwide.
Main topics include:
- Theoretical models for extended data warehouses and big data
- Conceptual model foundations for big data
- Modelling diverse big data sources
- Parallel processing
- Parallel DBMS technology
- Distributed system architectures
- Scalability and parallelization using Map-Reduce, Spark, and related systems
- Query languages
- Query processing and optimization
- Semantics for big data intelligence
- Data warehouse and data lake architectures
- Pre-processing and data cleaning
- Integration of data warehousing, OLAP cubes, and data mining
- Quantum technologies for data engineering
- Polystore and multistore architectures
- NoSQL storage systems
- Cloud infrastructures for big data
- Metadata for big data frameworks
- Big data storage and indexing
- Big data analytics: algorithms, techniques, and systems
- Big data quality and provenance
- Big data search and discovery
- Big data management for mobile applications
- Analytic workflows
- Graph analytics
- Analytics for unstructured, semi-structured, and structured data
- Analytics for temporal, spatial, spatio-temporal, and mobile data
- Analytics for data streams and sensor data
- Real-time/right-time and event-based analytics
- Privacy and security in analytics
- Data visualization
- Big data application deployment
- Data science products
- Novel applications of text mining for big data
- Machine learning: auto AI, deep learning applications
SUBMISSION GUIDELINES
Authors are invited to submit original research contributions or experience reports in English. DaWak will accept submissions of both short and full papers.
- Short papers: up to 6 pages on preliminary work, vision papers or industrial applications
- Full papers: up to 15 pages (including references and appendixes). Full papers are expected to be more mature, contain more theory or present a survey (tutorial style) of some hot or not yet explored topics.
Papers exceeding the page limit or deviating from the formatting requirement are desk rejected.
Submitted papers will be carefully evaluated based on originality, significance, technical soundness, and clarity of exposition. Duplicate submissions are not allowed and will be rejected immediately without further reviewing.
Authors are expected to agree to the following terms: "I understand that the submission must not overlap substantially with any other paper that I am a co-author of or that is currently submitted elsewhere. Furthermore, previously published papers with any overlap are cited prominently in this submission."
Questions about this policy or how it applies to a specific paper should be directed to the PC Co-chairs
SUBMISSION PROCEDURE
Coming soon
ACCEPTED PAPERS
Authors of all accepted papers must sign a Springer copyright release form. Papers are accepted with the understanding that at least one author will register for the conference to present the paper.
COMMITTEE
Program Committee co-Chairs
• Robert Wrembel, Poznan University of Technology; Artificial Intelligence and Cybersecurity Center, Poland