- Arash Fard, Anh Le, George Larionov, Waqas Dhillon, and Chuck Bear. 2020. Vertica-ML: Distributed Machine Learning in Vertica Database. In Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data (SIGMOD ’20). International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 755–768. DOI:https://doi.org/10.1145/3318464.3386137
- John A. Miller, Arash Fard, and Lakshmish Ramaswamy, "Graph-Theoretic Computations/Graph Databases," Chapter in Encyclopedia of Big Data," Editors: Laurie A. Schintler and Connie L. McNeely, 2018. [Springer-Link]
- John A. Miller, Lakshmish Ramaswamy, Krys J. Kochut, and Arash Fard, "Directions for Big Data Graph Analytics Research," International Journal of Big Data, (IJBD), Vol. 2, No. 1 (September 2015) pp. 15-27. [pdf]
- Shreya Prasad, Arash Fard, Vishrut Gupta, Jorge Martinez, Jeff LeFevre, Vincent Xu, Meichun Hsu, Indrajit Roy, "Large-scale Predictive Analytics in Vertica: Fast Data Transfer, Distributed Model Creation, and In-database Prediction," SIGMOD 2015, Melbourne, Australia, pp. 1657-1668. [ACM Library]
- Arash Fard, Vishrut Gupta, “Scalable distributed random-forest in R”, The useR! Conference, Aalborg, Denmark, June-July 2015. (presentation: pptx)
- John A. Miller, Lakshmish Ramaswamy, Krys J. Kochut, and Arash Fard, "Research Directions for Big Data Graph Analytics," Proceedings of the 4th IEEE International Congress on Big Data (ICBD'15), New York, New York (June-July 2015) pp. 785-794. [IEEE-Xplore]
- Arash Fard, Satya Manda, Lakshmish Ramaswamy, and John A. Miller, "Effective Caching Techniques for Accelerating Pattern Matching Queries," Proceedings of the 2nd IEEE International Conference on Big Data (BigData'14), Washington DC (October 2014), pp. 491-499. [IEEE-Xplore] [pdf] (presentation: pptx)
- Matthew Saltz, Ayushi Jain, Abhishek Kothari, Arash Fard, John A. Miller, and Lakshmish Ramaswamy, "DualIso: An Algorithm for Subgraph Pattern Matching on Very Large Labeled Graphs," Proceedings of IEEE International Congress on Big Data (BigData'14), Anchorage, Alaska (June-July 2014), pp. 498-505. [IEEE-Xplore]
- Arash Fard, M. Usman Nisar, John A. Miller, and Lakshmish Ramaswamy, "Distributed and Scalable Graph Pattern Matching: Models and Algorithms," International Journal of Big Data (IJBD), Vol. 1, No. 1, January-March 2014, pp. 1-14. [pdf]
- Arash Fard, M. Usman Nisar, Lakshmish Ramaswamy, John A. Miller and Matthew Saltz,"A distributed vertex-centric approach for pattern matching in massive graphs," Proceedings of the 1st IEEE International Conference on Big Data (BigData'13), Santa Clara, California (October 2013), pp. 403-411. [IEEE-Xplore] [pdf] (presentation: pptx)
- M. Usman Nisar, Arash Fard, and John A Miller, "Techniques for Graph Analytics on Big Data," Proceedings of IEEE International Congress on Big Data (BigData'13), Santa Clara, California (June-July 2013), pp. 255-262. [IEEE-Xplore] [pdf]
- Arash Fard, Amir Abdolrashidi, Lakshmish Ramaswamy, and John A. Miller, "Towards efficient query processing on massive time-evolving graphs," in Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2012 8th International Conference on, Oct. 2012, pp. 567 -574. [IEEE-Xplore] [pdf]
- M. Movafegh, J. Jabbari, A. Jalal Zadeh Fard, A. Farahani, F. Keshavarz, P. Mobarak Farkhondeh, B. Yadegari, "Implementation of an electronic Portal for projects and its effect on Project Management and Knowledge Management", presented in the 6th International Industrial Engineering Conference, Tehran, Iran, February 2009. [pdf] [pdf]
- M. Movafegh, A. Jalal Zadeh Fard, A. Farahani, F. Keshavarz, P. Mobarak Farkhondeh, B. Yadegari, "Implementing an Information System for allocation of project resources in Mahab-Ghodss Company", presented in the 6th International Management Conference, Tehran, Iran, December 2008. [pdf] [pdf]
- M. Movafegh, P. Mobarak Farkhondeh, A. Jalal Zadeh Fard, F. Keshavarz, A. Farahani, B. Yadegari, "Key factors in the successful implementation of an integrated Management Information System in an organization", presented in the 1st Conference on Information Technology Project Management, Tehran, Iran, June 2008. [pdf]
- Arash Jalalzadeh Fard, Peyman Mobarak Farkhondeh, Bahman Javadi, S. Ahmad Motamedi, "Design and Implementation of a Commodity Cluster to Speedup Processing on Satellite Images", 2nd IEEE-GCC 2004 Conference, Manama, Kingdom of Bahrain, November 2004. [pdf]
- Arash Jalalzadeh Fard, Bahman Javadi, S. Ahmad Motamedi, "Cluster-based Parallel Processing System with Flexible Topology", 9th Annual CSI Computer Conference (CSICC 2004), Sharif University of Technology, Tehran, Iran, February 2004. [pdf]
- Arash Jalalzadeh Fard, Bahman Javadi, S. Ahmad Motamedi, "Parallel Processing System with Pentium Processors", 3rd Iranian Student Conference on Computer Science and Engineering, Amirkabir University of Technology, May 2000.