to the 2nd Joint International Workshop on Graph Data Management
Experiences & Systems (GRADES) and Network Data Analytics (NDA) 2019

Co-located with the ACM SIGMOD International Conference on Management of Data 2019 at Amsterdam, Netherlands
Workshop Date: Sunday, June 30, 2019

  • Workshop proceedings have been published by ACM. Access the GRADES-NDA 2019 Proceedings! Papers can be accessed without any charge (for a period of one year) using the ACMOpenToC sercvice!
  • For Registration, please see the SIGMOD/PODS Conference and Workshop registration page. Online Registration for Workshops closes 1st May (Early). Hurry Up and register yourself for the event!
    Post this one can register till 30th June (the workshop date) with the late registration charges.
  • Our Program Committee has accepted seven full and two short papers along with one case study. See the workshop program!
  • The paper submission deadline has been extended by a week!
    • Revised deadlines: 18th March (Abstract), 25th March (Paper)
  • Excited to announce that Neo4j would be the primary sponsor for the event!
  • We are excited to announce that Sourav Bhowmick (Nanyang Technological University), Tina Eliassi-Rad (Northeastern University) and Bryan Thompson (Amazon Neptune) will be the keynote speakers!


The focus of the GRADES-NDA workshop is the application areas, usage scenarios and open challenges in managing large-scale graph-shaped data. The workshop is a forum for exchanging ideas and methods for mining, querying and learning with real-world network data, developing new common understandings of the problems at hand, sharing of data sets and benchmarks where applicable, and leveraging existing knowledge from different disciplines. Additionally, considering specific techniques (e.g., algorithms, data/index structures) in the context of the systems that implement them, rather than describing them in isolation, GRADES-NDA aims to present technical contributions inside graph, RDF and other data management systems on graphs of a large size (many millions of nodes and beyond).

The goal of GRADES-NDA is to bring together researchers from academia, industry, and government, (1) to create a forum for discussing recent advances in (large-scale) graph data management and analytics systems, as well as propose and discuss novel methods and techniques towards (2) addressing domain specific challenges or (3) handling noise in real-world graphs. 

The workshop will be of interest to researchers in the development of novel data-management applications and systems for large-scale graph analytics. More specifically, the intended audience are, but not limited to, academic and industrial computer scientists interested in databases and data mining, machine learning, data streaming, graph theory and algorithms.
Along with novel research work, we encourage submissions with demonstrations and case studies from real-life experiences in various domains such as Social Networks, Biological Network Data, Marketing and Media, Business Data Analysis, Healthcare Data, Cybersecurity etc.

submit now

Important Dates

  • Abstract Submission: March 18, 2019 (Extended)
    Paper Submission: March 25, 2019 
    Notifications: April 15, 2019
    Camera Ready Submission: May 6, 2019
    Workshop Date: June 30, 2019
  • All deadlines are 23:59 Hours AoE

Workshop Organizers

Akhil Arora, EPFL
Arnab Bhattacharya, IIT Kanpur
George Fletcher, TU Eindhoven

Sponsored by :