Publications

My research consist of three pillars; data/computation partitioning, algorithm design, and portability. These problems are interrelated, hence effective solutions require attention to all areas.

Data/Computation Partitioning

(P3) A Novel Subgradient-based Method for d-Dimensional Rectilinear Partitioning
submitted to IEEE International Parallel & Distributed Processing Symposium (IPDPS)
M. F. Balin, X. An, A. Yasar, L. Song and U. V. Catalyurek

(P2) On Symmetric Rectilinear Matrix Partitioning
submitted to SIAM Journal on Scientific Computing (SISC)
A. Yasar, M. F. Balin, X. An, K. Sancak and U. V. Catalyurek

(P1) Distributed block formation and layout for disk-based management of large-scale graphs
Distributed and Parallel Databases (DPDS)
A. Yasar, B. Gedik, H. Ferhatosmanoğlu

Block-based Algorithm Design & Graph Mining

(G4) Scalable Triangle Counting on Distributed-Memory Systems
one of the Graph Challenge Innovation Award Winners
IEEE High Performance Extreme Computing Conference (HPEC)
S. Acer, A. Yasar, S. Rajamanickam, M. M. Wolf and U. V. Catalyurek

(G3) An Iterative Global Structure-Assisted Network Aligner
ACM International Conference on Knowledge Discovery \& Data Mining (KDD)
A. Yasar and U. V. Catalyurek

(G2) Fast Triangle Counting Using Cilk
one of the Graph Challenge Champions
IEEE High Performance Extreme Computing Conference (HPEC)
A. Yasar, S. Rajamanickam, M. M. Wolf, J. W. Berry, U. V. Catalyurek

(G1) SiNA: A Scalable Iterative Network Aligner
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
A. Yasar, B. Ucar and U. V. Catalyurek

Performance Portability

(H3) bbTC: A Block-Based Triangle Counting Algorithm on Heterogeneous Environments
submitted to IEEE Transactions on Parallel and Distributed Systems (TPDS)
A. Yasar, S. Rajamanickam, J. W. Berry and U. V. Catalyurek

(H2) Linear Algebra-Based Triangle Counting via Fine-Grained Tasking on Heterogeneous Environments
one of the Graph Challenge Innovation Award Winners
IEEE High Performance Extreme Computing Conference (HPEC)
A. Yasar, S. Rajamanickam, M. M. Wolf, J. W. Berry, J. S. Young and U. V. Catalyurek

(H1) Programming strategies for irregular algorithms on the Emu Chick
ACM Transactions on Parallel Computing (TOPC) - to appear
E. Hein, S. Eswar, A. Yasar, B. Uçar, Ü. Çatalyürek, T. Conte, J. Riedy, R. Vuduc, and J. S. Young