posted by user: Antonyt80 || 2468 views || tracked by 15 users: [display]

IA^3 2014 : SC14 Workshop on Irregular Applications: Architectures & Algorithms


When Nov 16, 2014 - Nov 16, 2014
Where New Orleans
Abstract Registration Due Aug 25, 2014
Submission Deadline Sep 1, 2014
Notification Due Oct 3, 2014
Final Version Due Oct 10, 2014
Categories    irregular applications   computer science   architectures   algorithms

Call For Papers

IA^3 2014 - SC14 Workshop on Irregular Applications: Architectures and Algorithms
New Orleans, LA
November 16, 2014

Held in conjunction with SC14 (
Held in cooperation with SIGHPC (

Irregular applications span a broad range of applications with unpredictable memory access patterns, control structures, and/or network transfers. They typically use pointer-based data structures such as graphs and trees, often present fine-grained synchronization and communication, and generally operate on very large data sets. They have a significant degree of latent parallelism, which however is difficult to exploit due to their complex behavior. Current high performance architectures rely on data locality and regular computation to tolerate access latencies, and often do not cope well with the requirements of these applications. Furthermore, irregular applications are difficult to scale on current supercomputing machines, due to their limits in fine-grained synchronization and small data transfers.

Irregular applications pertain both to well established and emerging fields, such as social network analysis, bioinformatics, semantic graph databases, bioinformatics, Computer Aided Design (CAD) and computer security. Many of these application areas also process massive sets of unstructured data, which keep growing exponentially. Addressing the issues of irregular applications on current and future architectures will become critical to solve the scientific challenges of the next few years.

This workshop seeks to explore solutions for supporting efficient execution of irregular applications in the form of new features at the level of the micro- and system-architecture, network, languages and libraries, runtimes, compilers, analysis, algorithms. Topics of interest, of both theoretical and practical significance, include but are not limited to:

* Micro- and System-architectures
* Network and memory architectures
* Heterogeneous, custom and emerging architectures (GPUs, FPGAs, multi- and many-cores)
* Modeling, simulation and evaluation of architectures
* Innovative algorithmic techniques
* Parallelization techniques and data structures
* Approaches for managing massive unstructured datasets
* Languages and programming models
* Library and runtime support
* Compiler and analysis techniques
* Graph databases

Besides regular papers, papers describing work-in-progress or incomplete but sound, innovative ideas related to the workshop theme are also encouraged. We solicit both 8-page regular papers and 4-page position papers.


Submission site:

All submissions should be in double-column, single-spaced letter format, using 9-point size fonts, with at least one-inch margins on each side.

The proceedings of the workshop will be published in cooperation with ACM SIGHPC, so authors can use the ACM official templates, available at, to simplify the editing process.

Submitted manuscripts may not exceed eight pages in length for regular papers and four pages for position papers including figures, tables and references.

For any question, please contact the organizers.


Abstract submission: 25 August 2014
Full or position paper submission: 1 September 2014
Notification of acceptance: 3 October 2014
Camera-ready papers: 10 October 2014
Workshop: 16 November 2014


Antonino Tumeo, Pacific Northwest National Laboratory,
John Feo, Pacific Northwest National Laboratory,
Oreste Villa, NVIDIA Research,


Keren Bergman, Columbia University, USA
Jay Brockman, University of Notre Dame, USA
David Brooks, Harvard University, USA
Bryan Catanzaro, NVIDIA, USA
Daniel Chavarria, Pacific Northwest National Laboratory, USA
Srini Devadas, Massachusetts Institute of Technology, USA
Georgi Gaydadjiev, Chalmers University, SWE
Maya Gokhale, Lawrence Livermore National Laboratory, USA
Martha Kim, Columbia University, USA
John Leidel, Texas Tech University, USA
Kamesh Madduri, The Pennsylvania State University, USA
Alessandro Morari, Pacific Northwest National Laboratory, USA
Timothy Mattson, Intel, USA
Richard Murphy, Micron Technology, Inc., USA
Walid Najjar, University of California Riverside, USA
Kunle Olukotun, Stanford University, USA
Gianluca Palermo, Politecnico di Milano, ITA
Fabrizio Petrini, IBM TJ Watson, USA
Keshav Pingali, University of Texas, Austin, USA
Vivek Sarkar, Rice University, USA
Erik Saule, University of North Carolina at Charlotte, USA
John Shalf, Lawrence Berkeley National Laboratory, USA
Simone Secchi, ARM, UK
Michela Taufer, University of Delaware, USA
Pedro Trancoso, University of Cyprus, CYP
Mateo Valero, Barcelona Supercomputing Center, SPA

Related Resources

IA^ 2017   Seventh Workshop on Irregular Applications: Architectures and Algorithms
TheWebConf 2018   The Web Conference (The International World Wide Web Conference - WWW2018)
COLT 2018   Computational Learning Theory
ICASSP 2018   IEEE International Conference on Acoustics, Speech and Signal Processing
LOPAL 2018   International Conference on Learning and Optimization Algorithms: Theory and Applications
IPMU 2018   17th Information Processing and Management of Uncertainty in Knowledge-Based Systems Conference
COLT 2018   Conference on Learning Theory
data-driven 2017   Special Issue on “Data-Driven User Behavioral Modeling: From Real-World Behavior to Knowledge, Algorithms, and Systems”
IJCSITY 2017   International Journal of Computational Science and Information Technology
AAMAS 2018   International Conference on Autonomous Agents and Multiagent Systems (AAMAS-18)