Takuya Araki

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 18

Top Topics

Distributed Memory

Surveillance Videos

Data Mining Framework

Similarity Search

Top Venues

HPCC/SmartCity/DSS

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Bo Peng, Jiayu Li, Selahattin Akkas, Takuya Araki, Ohno Yoshiyuki, Judy Qiu
Rank Position Forecasting in Car Racing. IPDPS (2021)
Masahito Kumagai, Kazuhiko Komatsu, Fumiyo Takano, Takuya Araki, Masayuki Sato, Hiroaki Kobayashi
An External Definition of the One-Hot Constraint and Fast QUBO Generation for High-Performance Combinatorial Clustering. Int. J. Netw. Comput. 11 (2) (2021)
Masahito Kumagai, Kazuhiko Komatsu, Fumiyo Takano, Takuya Araki, Masayuki Sato, Hiroaki Kobayashi
Combinatorial Clustering Based on an Externally-Defined One-Hot Constraint. CANDAR (2020)
Bo Peng, Jiayu Li, Selahattin Akkas, Fugang Wang, Takuya Araki, Ohno Yoshiyuki, Judy Qiu
Rank Position Forecasting in Car Racing. CoRR (2020)
Jianquan Liu, Duncan Yung, Shoji Nishimura, Takuya Araki
Stalker Retrieval on Surveillance Videos Using Spatio-Temporal Coappearance. MIPR (2019)
Jianquan Liu, Shoji Nishimura, Takuya Araki
P-Index: A Novel Index Based on Prime Factorization for Similarity Search. BigComp (2019)
Zhongyuan Tian, Harumichi Yokoyama, Takuya Araki
Parallel Latent Dirichlet Allocation Using Vector Processors. HPCC/SmartCity/DSS (2019)
Jiayu Li, Fugang Wang, Takuya Araki, Judy Qiu
Generalized Sparse Matrix-Matrix Multiplication for Vector Engines and Graph Applications. MCHPC@SC (2019)
Koji Inoue, Takuya Araki, Takumi Maruyama, Pritish Narayanan, Takashi Oshima, Martin Schulz
Panel discussions: "Challenges to the scaling limits: How can we achieve sustainable power-performance improvements?". COOL CHIPS (2018)
Haoran Li, Harumichi Yokoyama, Takuya Araki
Merge-Based Parallel Sparse Matrix-Sparse Vector Multiplication with a Vector Architecture. HPCC/SmartCity/DSS (2018)
Masafumi Oyamada, Jianquan Liu, Shinji Ito, Kazuyo Narita, Takuya Araki, Hiroyuki Kitagawa
Compressed Vector Set: A Fast and Space-Efficient Data Mining Framework. J. Inf. Process. 26 (2018)
Takuya Araki
Accelerating Machine Learning on Sparse Datasets with a Distributed Memory Vector Architecture. ISPDC (2017)
Jun Suzuki, Yuki Hayashi, Masaki Kan, Shinya Miyakawa, Takashi Takenaka, Takuya Araki, Masaru Kitsuregawa
Victream: Computing Framework for Out-of-Core Processing on Multiple GPUs. BDCAT (2017)
Jianquan Liu, Shoji Nishimura, Takuya Araki, Yuichi Nakamura
A Loitering Discovery System Using Efficient Similarity Search Based on Similarity Hierarchy. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. (2) (2017)
Harumichi Yokoyama, Takuya Araki
Efficient distributed machine learning for large-scale models by reducing redundant communication. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Takuya Araki, Yuichi Nakamura
Future trend of deep learning frameworks - From the perspective of big data analytics and HPC. APSIPA (2017)
Jianquan Liu, Shoji Nishimura, Takuya Araki
AntiLoiter: A Loitering Discovery System for Longtime Videos across Multiple Surveillance Cameras. ACM Multimedia (2016)
Jianquan Liu, Shoji Nishimura, Takuya Araki
VisLoiter: a system to visualize loiterers discovered from surveillance videos. SIGGRAPH Posters (2016)
Masafumi Oyamada, Jianquan Liu, Kazuyo Narita, Takuya Araki
MOARLE: Matrix Operation Accelerator Based on Run-Length Encoding. APWeb (2014)
Jianquan Liu, Shoji Nishimura, Takuya Araki
Wally: A Scalable Distributed Automated Video Surveillance System with Rich Search Functionalities. ACM Multimedia (2014)
Takuya Araki, Kazuyo Narita, Hiroshi Tamano
Feliss: Flexible distributed computing framework with light-weight checkpointing. IEEE BigData (2013)
Shigero Sasaki, Takuya Araki
Modularizing B+-trees: Three-Level B+-trees Work Fine. ADMS@VLDB (2013)
Masato Asahara, Shinji Nakadai, Takuya Araki
LoadAtomizer: A locality and I/O load aware task scheduler for MapReduce. CloudCom (2012)
Kazuyo Narita, Shinji Nakadai, Takuya Araki
Landmark-Join: Hash-Join Based String Similarity Joins with Edit Distance Constraints. DaWaK (2012)
Hiroshi Tamano, Shinji Nakadai, Takuya Araki
Optimizing Multiple Machine Learning Jobs on MapReduce. CloudCom (2011)
Katarzyna Keahey, Michael E. Papka, Qian Peng, David P. Schissel, Gheni Abla, Takuya Araki, Justin Burruss, Eliot Feibush, Peter Lane, Scott Klasky, Ti Leggett, Douglas McCune, Lewis E. Randerson
Grid Support for Collaborative Control Room in Fusion Science. Clust. Comput. 8 (4) (2005)
Takuya Araki
Autonomic WWW server management with distributed resources. Middleware for Grid Computing (2004)
Katarzyna Keahey, Takuya Araki, Peter Lane
Agreement-Based Interactions for Experimental Science. Euro-Par (2004)
Katarzyna Keahey, Michael E. Papka, Qian Peng, David P. Schissel, Gheni Abla, Takuya Araki, Justin Burruss, Eliot Feibush, Peter Lane, Scott Klasky, Ti Leggett, Douglas McCune, Lewis E. Randerson
Grids for Experimental Science: The Virtual Control Room. CLADE (2004)
Takuya Araki, Hitoshi Murai, Tsunehiko Kamachi, Yoshiki Seo
Optimization of HPF Programs with Dynamic Recompilation Technique. ISHPC (2002)
Hitoshi Murai, Takuya Araki, Yasuharu Hayashi, Kenji Suehiro, Yoshiki Seo
Implementation and evaluation of HPF/SX V2. Concurr. Comput. Pract. Exp. 14 (8-9) (2002)
Takuya Araki, Hidehiko Tanaka
Static Granularity Optimization of a Committed-Choice Language Fleng. Euro-Par (1997)
Hidemoto Nakada, Takuya Araki, Hanpei Koike, Hidehiko Tanaka
A Fleng Compiler for PIE64. IFIP PACT (1994)