Recent Publication

• R. Appuswamy, M. V. Debole, B. Taba, S. K. Esser, A. S. Cassidy, A. Amir, A. Andreopoulos, D. Bablani, P. Datta, J. A. Kusnitz, N. J. McClatchey, N. McGlohon, J. L. McKinstry, T. K. Nayak, D. F. Smith, R. Sousa, I. Terrizzano, F. Akopyan, P. J. Carlson, R. Gandhasri, G. J. Garreau, N. M. Gonzalez, M. Ito, J. L. Klamo, Y. Nakamura, C. O. Otero, W. P. Risk, J. Sawada, K. Schleupen, J. Sivagnaname, M. Stallone, T. Ueda, M. D. Flickner, J. V. Arthur, R. Panda, D. D. Cox, D. S. Modha, "Breakthrough Low-Latency, High-Energy-Efficiency LLM Inference Performance Using NorthPole", in Proc. of IEEE High Performance Extreme Computing Conference (HPEC), Sep. 2024.
• F. Akopyan, W. P. Risk, J. V. Arthur, A. S. Cassidy, M. V. Debole, C. O. Otero, J. Sawada, E. Colgan, M. E. Criscolo, P. V. Mann, H. Baier, K. Schleupen, A. Amir, A. Andreopoulos, R. Appuswamy, D. Bablani, P. J. Carlson, P. Datta, S. K. Esser, M. D. Flickner, R. Gandhasri, G. J. Garreau, M. Ito, J. L. Klamo, J. A. Kusnitz, N. J. McClatchey, N. McGlohon, J. L. McKinstry, Y. Nakamura, T. K. Nayak, J. Sivagnaname, D. F. Smith, R. Sousa, B. Taba, I. Terrizzano, T. Ueda, D. S. Modha, "Breakthrough Edge AI Inference Performance Using Northpole in 3U VPX Form Factor," in Proc. of IEEE High Performance Extreme Computing Conference (HPEC), Sep. 2024.
• A. S. Cassidy, J. V. Arthur, F. Akopyan, A. Andreopoulos, R. Appuswamy, P. Datta, M. V. Debole, S. K Esser, C. O. Otero, J. Sawada, B. Taba, A. Amir, D. Bablani, P. J. Carlson, M. D. Flickner, R. Gandhasri, G. J. Garreau, M. Ito, J. L. Klamo, J. A. Kusnitz, N. J. McClatchey, J. L. McKinstry, Y. Nakamura, T. K. Nayak, W. P. Risk, K. Schleupen, B. Shaw, J. Sivagnaname, D. F. Smith, I. Terrizzano, T. Ueda, D. Modha, "IBM NorthPole: An Architecture for Neural Network Inference with a 12nm Chip," in Proc. of IEEE International Solid-State Circuits Conference (ISSCC), Feb. 2024.
• D. S. Modha, F. Akopyan, A. Andreopoulos, R. Appuswamy, J. V. Arthur, A. S. Cassidy, P. Datta, M. V. DeBole, S. K. Esser, C. O. Otero, J. Sawada, B. Taba, A. Amir, D. Bablani, P. J. Carlson, M. D. Flickner, R. Gandhasri, G. J. Garreau, M. Ito, J. L. Klamo, J. A. Kusnitz, N. J. McClatchey, J. L. McKinstry, Y. Nakamura, T. K. Nayak, W. P. Risk, K. Schleupen, B. Shaw, J. Sivagnaname, D. F. Smith, I. Terrizzano, T. Ueda, “Neural inference at the frontier of energy, space, and time,” Science, Vol. 382, Issue 6668, pp. 329-335, Oct. 2023. DOI: 10.1126/science.adh1174
• D. S. Modha, F. Akopyan, A. Andreopoulos, R. Appuswamy, J. V. Arthur, A. S. Cassidy, P. Datta, M. V. DeBole, S. K. Esser, C. O. Otero, J. Sawada, B. Taba, A. Amir, D. Bablani, P. J. Carlson, M. D. Flickner, R. Gandhasri, G. J. Garreau, M. Ito, J. L. Klamo, J. A. Kusnitz, N. J. McClatchey, J. L. McKinstry, Y. Nakamura, T. K. Nayak, W. P. Risk, K. Schleupen, B. Shaw, J. Sivagnaname, D. F. Smith, I. Terrizzano, T. Ueda, "IBM NorthPole Neural Inference Machine," Hot Chips 2023, Aug. 2023.

International Conferences, Symposiums and Workshops

• Rina Nakazawa, Takanori Ueda, Miki Enoki, and Hiroshi Horii, “Visualization Tool for Designing Microservices with the Monolith-first Approach,” In Proc. of the 6th IEEE Working Conference on Software Visualization (VISSOFT), Madrid, Spain, Sep, 2018.
• Takanori Ueda, Takuya Nakaike, and Moriyoshi Ohara, “Workload Characterization for Microservices,” In Proc. of International Symposium on Workload Characterization (IISWC), pp. 85-94, Providence, Rhode Island, Sep. 2016 (Updated Version Here).
• Hiroshige Hayashizaki, Megumi Ito, Takanori Ueda and Moriyoshi Ohara, “Variable-Length-Key Sorter on FPGA using Tries,” In Proc. of the 23rd International Workshop on Logic & Synthesis (IWLS), San Francisco, California, May 2014.
• Hiroki Asai, Takanori Ueda and Hayato Yamana, “Legible Thumbnail: Summarizing On-line Handwritten Documents based on Emphasized Expressions,” In Proc. of the 13th International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI), Stockholm, Sweden, Aug. 2011.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “The Challenge of Eliminating Storage Bottlenecks in Distributed Systems,” In Proc. of the 1st International Workshop on Software Technologies for Future Dependable Distributed Systems (STFSSD), Tokyo, Japan, Mar. 2009.
• Sayaka Akioka, Junichi Ikeda, Takanori Ueda, Yuki Ohno, Midori Sugaya, Yu Hirate, Jiro Katto, Shigeki Goto, Yoichi Muraoka, Hayato Yamana and Tatsuo Nakajima, “A Scalable Monitoring System for Distributed Environments,” In Proc. of the 1st International Workshop on Software Technologies for Future Dependable Distributed Systems (STFSSD), Tokyo, Japan, Mar. 2009.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “Exploiting Idle CPU Cores to Improve File Access Performance,” In Proc. of the 3rd International Conference on Ubiquitous Information Management and Communication (ICUIMC), Suwon, Korea, Jan. 2009.
• Yasuaki Yoshida, Takanori Ueda, Takashi Tashiro, Yu Hirate and Hayato Yamana, “What’s going on in search engine rankings?,” In Proc. of the 2008 IEEE International Symposium on Mining And Web (MAW), Okinawa, Japan, Mar. 2008.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “EReM-DiCE: Exploiting Remote Memory for Disk Cache Extension,” In Proc. of the 1st International Workshop on Storage and I/O Virtualization, Performance, Energy, Evaluation and Dependability (SPEED), Salt Lake City, US-UT, Feb. 2008.
• Takashi Tashiro, Takanori Ueda, Taisuke Hori, Yu Hirate and Hayato Yamana, “EPCI: Extracting Potentially Copyright Infringement Texts from the Web,” In Proc. of the 16th International World Wide Web Conference (WWW), Banff, Canada, pp.1151-1152, May 2007.

Domestic Journals (in Japanese)

• Koh Satoh, Takanori Ueda, and Hayato Yamana, "Accuracy Evaluation for Search Engine's Hit Count: Comparison with Document Frequency in Large-Scale Crawl Data", DBSJ Journal, vol.12, no. 1, pp.13-18, Jun 2013.
• Takanori Ueda, Sayaka Akioka, and Hayato Yamana, “Low Latency Data Stream Processing on Multi-core CPU Environments,” IEICE Transaction D, vol. 96, no. 5, May 2013.
• Takanori Ueda, Koh Satoh, Daichi Suzuki, Kenji Uchida, Kousuke Morimoto, Sayaka Akioka and Hayato Yamana, “A Parallel Distributed Web Crawler Consisting of Producer-Consumer Modules,” IPSJ Transactions on Database, vol. 57, Mar. 2013.
• Takanori Ueda, Kenji Uchida, Sayaka Akioka, Hayato Yamana, “An Operator Execution Method for Data Stream Processing to Reduce Latency and Achieve High Availability,” DBSJ Journal, vol.10, no.3, pp.1-6, Feb. 2012.
• Nobuyuki Kubota, Takanori Ueda and Hayato Yamana, “Efficient Duplicated URL Detection for Web Crawlers,” DBSJ Journal, vol.8, no.1, pp.83-88, Jun. 2009.
• Takuya Funahashi, Takanori Ueda, Yu Hirate and Hayato Yamana, “Reliability Verification of Search Engines’ Hit Count,” DBSJ Journal, vol.7, no.3, pp.31-36, Dec. 2008.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “Disk Access Pattern Mining with System Call Level Access Log,” DBSJ Journal, vol.7, no.1, pp.145-150, Jun. 2008.
• Takuya Funahashi, Takanori Ueda, Yu Hirate and Hayato Yamana, “Gathering and Analysis of Unlisted Search Engines’ Results,” DBSJ Journal, vol.7, no.1, pp.37-42, Jun. 2008.
• Hiroaki Katase, Taku Matsunaga, Takanori Ueda, Takashi Tashiro, Yu Hirate and Hayato Yamana, “Web-Link Structure Reduction for Accelerating Link Analysis Algorithms,” DBSJ Journal,vol.7, no.1, pp.245-250, Jun. 2008.

Domestic Forums, Symposiums and Workshops (Mostly in Japanese)

• Takuya Nakaike, Yohei Ueda, Takanori Ueda, and Moriyoshi Ohara, "Performance Characteristics of Linux for Java Workloads Oversubscribing Memory," In Proc. of the 34th JSSST Annual Conference, Sep. 2017.
• Takanori Ueda, Megumi Ito, and Moriyoshi Ohara, "Dynamic Logic Change for Accelerating Join Operation," In Proc. of the 32nd JSSST Annual Conference, Sep. 2015.
• Takanori Ueda, Koh Satoh, Daichi Suzuki, Sayaka Akioka, and Hayato Yamana, "QueueLinker: A Framework for Parallel Distributed Processing of Data Streams," In Proc. of the 5th Forum on Data Engineering and Information Management (DEIM), Mar. 2013.
• Yusuke Yamamoto, Hiroki Asai, Takanori Ueda, Sayaka Akioka, and Hayato Yamana, "Realtime Detection of Twitter Users Having Opinions about TV Programs," In Proc. of the 5th Forum on Data Engineering and Information Management (DEIM), Mar. 2013.
• Koh Satoh, Takanori Ueda, and Hayato Yamana, "Accuracy Evaluation of Search Hit Count - Document Frequency Comparison Against Large Crawled Data -," In Proc. of the 5th Forum on Data Engineering and Information Management (DEIM), Mar. 2013.
• Daichi Suzuki, Takanori Ueda, and Hayato Yamana, "Study on I/O Parallelization of DBMS Query in High-Speed Storage Environment, In Proc. of the 5th Forum on Data Engineering and Information Management (DEIM), Mar. 2013."
• Shino Fujiki, Takanori Ueda, and Hayato Yamana, "A Method of Information Extraction from Twitter with Query Expansion Considering Related Terms Changing Over Time," In Proc. of the 5th Forum on Data Engineering and Information Management (DEIM), Mar. 2013.
• Takanori Ueda, Hiroki Asai, Shino Fujiki, Yusuke Yamamoto, Hiromasa Takei, Sayaka Akioka, and Hayato Yamana, "Information Extraction by Comprehensive Analysis over Multiple-Media Big Data including Social Media," IEICE Technical Report, vol.112, no. 346, Dec. 2012.
• Takanori Ueda, Sayaka Akioka, and Hayato Yamana, "A Method of Thread Assignment for Low Latency Stream Processing on Multi-core Environment," In Proc. of the 4th Forum on Data Engineering and Information Management (DEIM), Mar. 2012.
• Kenji Uchida, Takanori Ueda, and Hayato Yamana, "Design and Implementation of the Web Crawler focusing on Customizability and offering Real-time StreamData," In Proc. of the 4th Forum on Data Engineering and Information Management (DEIM), Mar. 2012.
• Daichi Suzuki, Kenji Uchida, Koh Sato, Takanori Ueda, and Hayato Yamana, "Developing and Evaluation of RDF Store on Distributed Key-Value Database," In Proc. of the 4th Forum on Data Engineering and Information Management (DEIM), Mar. 2012.
• Yuki Tanaka, Yusuke Yamamoto, Takanori Ueda, and Hayato Yamana, "A Method of Video Similarity Search for Adjusting Search Time and Recall," In Proc. of the 4th Forum on Data Engineering and Information Management (DEIM), Mar. 2012.
• Takanori Ueda, Kentaro Hoshi, Gaku Kazashi, and Noriaki Kusumoto, "Method and Example of Emergency Communication with All Student and Faculty Staff in Waseda University," 2011 Annual Conference of Academic eXchange for Information Environment and Strategy (AXIES), Dec. 2011.
• Takanori Ueda, Kenji Uchida, Sayaka Akioka, and Hayato Yamana, "An Operator Execution Method for Data Stream Processing to Minimize Latency and Achieve High Availability," In Proc. of WebDB Forum 2011, Nov. 2011.
• Kosuke Morimoto, Takanori Ueda, Kenji Uchida, and Hayato Yamana, "An O(1) Time Complexity Web Crawling Scheduler with Guarantee of Minimum Interval of Accesses to a Web Server,” In Proc. of the 3rd Forum on Data Engineering and Information Management (DEIM), Feb. 2011.
• Takanori Ueda, Kentaro Hoshi, Gaku Kazashi, and Noriaki Kusumoto, "Effort for Emergency Communication with Student and Faculty Staff in Waseda University," In Proc. of 2010 PC Conference Hokkaido.
• Kyohei Oashi, Takahito Mitsui, Takanori Ueda, and Kin Shu, "Preliminary Study on Building Style Book of Japanese Representation for Document and Post," in Proc. of 2010 PC Conference, Tohoku University, Aug. 2010.
• Takanori Ueda, Hiroaki Katase, Kousuke Morimoto, Kenji Uchida, Makoto Yui and Hayato Yamana, “QueueLinker: A Distributed Framework for Pipelined Applications,” In Proc. of the 2nd Forum on Data Engineering and Information Management (DEIM), Feb. 2010.
• Hiroaki Katase, Takanori Ueda and Hayato Yamana, “LittleWeb: Web Graph Compression Method using Similar Nodes Aggregation,” In Proc. of the 2nd Forum on Data Engineering and Information Management (DEIM), Feb. 2010.
• Takanori Ueda, Hiroaki Katase, Kousuke Morimoto, Kenji Uchida and Hayato Yamana, “QueueLinker: Distributed Producer/Consumer Queue Framework,” In WebDB Forum (Poster), Nov. 2009.
• Takanori Ueda, Kyohei Oashi, Kentaro Hoshi, Hisayoshi Wakabayashi, and Takenobu Takizawa, "Report about Increasing Mail Box Size in Waseda University," In Proc. of Research Meeting on Information Technology Education, Tohoku University, Nov. 2009.
• Nobuyuki Kubota, Takanori Ueda and Hayato Yamana, “Efficient Duplicated URL Detection for Web Crawlers,” In Proc. of the 1st Forum on Data Engineering and Information Management (DEIM), Mar. 2009.
• Taku Matsunaga, Hiroaki Katase, Takanori Ueda, Nobuyuki Kubota, Kosuke Morimoto, Yu Hirate and Hayato Yamana, “Implementing and Evaluating Graph Engine for Large Scale Graphs,” In WebDB Forum, IEICE Technical Report, vol.108, no. 329, DE2008-69, pp. 43-43, Dec. 2008.
• Takuya Funahashi, Takanori Ueda, Yu Hirate and Hayato Yamana, “Reliability Verification of Search Engines’ Hit Count,” In iDB Forum, IPSJ SIG Technical Report (DBS), vol.2008, no.88, pp.139-144, Sep. 2008.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “Dynamic I/O Optimization with Access Pattern Mining at OS Level,” In iDB Forum, IPSJ SIG Technical Report (DBS), vol.2008, no.88, pp.73-78, Sep. 2008.
• Takanori Ueda, “OS Level I/O Optimization in the Many-Core Era,” In jDB Workshop, IPSJ SIG Technical Report (DBS), vol.2008, no.56, p.133, Jun. 2008.
• Takuya Funahashi, Takanori Ueda, Yu Hirate and Hayato Yamana, “Gathering and Analysis of Unlisted Search Engines’ Results,” In Proc. of the 19th Data Engineering Workshop (DEWS), Mar. 2008.
• Hiroaki Katase, Taku Matsunaga, Takanori Ueda, Takashi Tashiro, Yu Hirate and Hayato Yamana, “Web-Link Structure Reduction for accelerating Link-Structure Analysis Algorithms,” In Proc. of the 19th Data Engineering Workshop (DEWS), Mar. 2008.
• Takashi Tashiro, Takanori Ueda, Yu Hirate and Hayato Yamana, “Evaluation of EPCI: Extracting Potentially Copyright Infringement texts by using a Search Engine,” In Proc. of the 19th Data Engineering Workshop (DEWS), Mar. 2008.
• Sayaka Kuroki, Takanori Ueda, Yu Hirate and Hayato Yamana, “A Similar Code Search System using Abstraction of Program Codes,” In Proc. of the 19th Data Engineering Workshop (DEWS), Mar. 2008.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “Disk Access Pattern Mining for System Call Level Access Log,” In Proc. of the 19th Data Engineering Workshop (DEWS), Mar. 2008.
• Yasuaki Yoshida, Takuya Funahashi, Hiroaki Katase, Takanori Ueda, Yu Hirate and Hayato Yamana, “Support System for Analysis of Commercial Search Engines’ Rankings,” In DBWeb (Poster), Nov. 2007.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “Exploiting Remote Memory to Speed-up Random Disk Access,” In Summer United Workshops on Parallel, Distributed and Cooperative Processing (SWoPP), IPSJ SIG Technical Report (ARC), vol.2007, no.79, pp.151-156, Aug. 2007.
• Yasuaki Yoshida, Takanori Ueda, Takashi Tashiro, Yu Hirate and Hayato Yamana, “Quantitative Evaluation and Feature Analysis of Search Engine Rankings,” In Database Workshop (DBWS), IPSJ SIG Technical Report (DBS), vol.2007, no.65, pp.441-446, Jul. 2007.
• Takanori Ueda, Yu Hirate and Hayato Yamana, “Performance Evaluation of using Machines on a Network as Disk Cache,” In Proc. of the 18th Data Engineering Workshop (DEWS), Mar. 2007.
• Takashi Tashiro, Takanori Ueda, Taisuke Hori, Yu Hirate and Hayato Yamana, “Copyright violation detection system for Web texts,” In Database Workshop (DBWS), IPSJ SIG Technical Report (DBS), vol.2006, no.78, pp.27-33, Jul. 2006.

Letter (in Japanese)

• Takashi Tashiro, Takanori Ueda, Taisuke Hori, Yu Hirate and Hayato Yamana, “Copyright Violation Detection System For Web Texts,” DBSJ Letters, vol.5, no.2, pp.25-28, Sep. 2006.

Translation (from English to Japanese)

• Bertrand Meyer, Christine Choppy, Jorgen Staunstrup and Jan van Leeuwen wrote, Kenji Uchida and Takanori Ueda translated, "Viewpoint: Research evaluation for computer science," Communications of the ACM (Japanese Edition), vol.9, no.1, pp.1-7, Jul. 2011.
• Eusebio Scornavacca, Sid Huff and Stephen Marshall wrote, Koh Sato and Takanori Ueda translated, "Mobile phones in the classroom: if you can't beat them, join them," Communications of the ACM (Japanese Edition), vol.9, no.1, pp.8-14, Jul. 2011.
• Jilin Chen and Joseph A. Konstan wrote, Takashi Fukuda, Takanori Ueda translated, "Conference paper selectivity and impact," Communications of the ACM (Japanese Edition), vol.9, no.1, pp.16-21, Jul. 2011.
• Stephen J. Andriole wrote, Hiromasa Takei, Takanori Ueda translated, "Business impact of Web 2.0 technologies," Communications of the ACM (Japanese Edition), vol.9, no.1, pp.22-37, Jul. 2011.
• Ranieri Baraglia and Fabrizio Silvestri wrote, Takanori Ueda and Yu Hirate translated, “Dynamic Personalization of Web Sites Without User Intervention,” Communications of the ACM (Japanese Edition), vol.7, no.1, pp.15-20, Jan. 2008.