Data-driven Science

Zig-Zag Numberlink is NP-Complete

Journal of Information Processing, 23(3), 239–245.

Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup

(Technical Report No. TR-2015-2). North Carolina State University.

TOP: A Framework for Enabling Algorithmic Optimizations for Distance-Related Problems”

(Technical Report No. TR-2015-3). North Carolina State University.

TOP: A Framework for Enabling Algorithmic Optimizations for Distance-Related Problems

In C. Li & V. Markl (Eds.), 41st International Conference on Very Large Data Bases (VLDB 2015) : proceedings of the VLDB Endowment, volume 8, number 1-13, Kohala Coast, Hawaii, USA, 31 August-4 September 2015. Stanford, CA: VLDB Endowment.

Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup

Proceedings of the 32nd International Conference on Machine Learning, 37, 579–587. Lille, France.

Enabling and Exploiting Flexible Task Assignment on GPU through SM-Centric Program Transformations

Proceedings of the 29th ACM on International Conference on Supercomputing - ICS '15. Presented at the the 29th ACM.

Free launch

Proceedings of the 48th International Symposium on Microarchitecture - MICRO-48. Presented at the the 48th International Symposium.

Understanding Co-run Degradations on Integrated Heterogeneous Processors

In Languages and Compilers for Parallel Computing (pp. 82–97).

Hyperbolicity, degeneracy, and expansion of random intersection graphs

Algorithms and models for the web graph, (waw 2015), 9479, 29–41.

On the threshold of intractability

Algorithms - esa 2015, 9294, 411–423.

On-the-fly principled speculation for FSM parallelization

ACM SIGPLAN Notices, 50(4), 619–630.

Multi-level anomaly detection on time-varying graph data

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2015), 579–583.

Statistical methods for combining information: Stryker family of vehicles reliability case study

Journal of Quality Technology, 47(4), 400–415.

Computing quality scores and uncertainty for approximate pattern matching in geospatial semantic graphs

Statistical Analysis and Data Mining, 8(5-6), 340–352.

Why do simple algorithms for triangle enumeration work in the real world?

Internet Mathematics, 11(6), 555–571.

Enabling Portable Optimizations of Data Placement on GPU

IEEE Micro, 35(4), 16–24.

Autotuning algorithmic choice for input sensitivity

ACM SIGPLAN Notices, 50(6), 379–390.

Understanding co-run degradations on integrated heterogeneous processors

Languages and compilers for parallel computing (lcpc 2014), 8967, 82–97.