Christian Hakert

According to our database, Christian Hakert authored at least 22 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Swift-CNN: Leveraging PCM Memory's Fast Write Mode to Accelerate CNNs.

Lokesh Siddhu, Hassan Nassar, Lars Bauer, Christian Hakert, Nils Hölscher, Jian-Jia Chen, Jörg Henkel

IEEE Embed. Syst. Lett., December, 2023

ROLLED: Racetrack Memory Optimized Linear Layout and Efficient Decomposition of Decision Trees.

Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen

IEEE Trans. Computers, May, 2023

Memory Carousel: LLVM-Based Bitwise Wear Leveling for Nonvolatile Main Memory.

Nils Hölscher, Christian Hakert, Hassan Nassar, Kuan-Hsun Chen, Lars Bauer, Jian-Jia Chen, Jörg Henkel

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Rapid NVM Simulation and Analysis on Single Bit Granularity Featuring Gem5 and NVMain.

Nils Hölscher, Minh Duy Truong, Christian Hakert, Tristan Taylan Seidl, Kuan-Hsun Chen, Jian-Jia Chen

Proceedings of the 12th Non-Volatile Memory Systems and Applications Symposium, 2023

Towards Data-Based Cache Optimization of B+-Trees.

Roland Kühn, Daniel Biebert, Christian Hakert, Jian-Jia Chen, Jens Teubner

Proceedings of the 19th International Workshop on Data Management on New Hardware, 2023

Special Session - Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications.

Jörg Henkel, Lokesh Siddhu, Lars Bauer, Jürgen Teich, Stefan Wildermann, Mehdi B. Tahoori, Mahta Mayahinia, Jerónimo Castrillón, Asif Ali Khan, Hamid Farzaneh, João Paulo C. de Lima, Jian-Jia Chen, Christian Hakert, Kuan-Hsun Chen, Chia-Lin Yang, Hsiang-Yun Cheng

Proceedings of the International Conference on Compilers, 2023

2022

Efficient Realization of Decision Trees for Real-Time Inference.

Kuan-Hsun Chen, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, Jian-Jia Chen

ACM Trans. Embed. Comput. Syst., November, 2022

Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory.

Christian Hakert, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, Jian-Jia Chen

ACM Trans. Embed. Comput. Syst., 2022

FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference.

Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen

CoRR, 2022

Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests.

Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

HEART: Hybrid Memory and Energy-Aware Real-Time Scheduling for Multi-Processor Systems.

Mario Günzel, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen

ACM Trans. Embed. Comput. Syst., 2021

OCTO+: Optimized Checkpointing of B+ Trees for Non-Volatile Main Memory Wear-Leveling.

Christian Hakert, Roland Kühn, Kuan-Hsun Chen, Jian-Jia Chen, Jens Teubner

Proceedings of the 10th IEEE Non-Volatile Memory Systems and Applications Symposium, 2021

Future Computing Platform Design: A Cross-Layer Design Approach.

Hsiang-Yun Cheng, Chun-Feng Wu, Christian Hakert, Kuan-Hsun Chen, Yuan-Hao Chang, Jian-Jia Chen, Chia-Lin Yang, Tei-Wei Kuo

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance.

Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory.

Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory.

Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler, Georg von der Brüggen, Lars Bauer, Hussam Amrouch, Jian-Jia Chen, Jörg Henkel

CoRR, 2020

Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks.

Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla

CoRR, 2020

Split'n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing.

Christian Hakert, Kuan-Hsun Chen, Simon Kuenzer, Sharan Santhanam, Shuo-Han Chen, Yuan-Hao Chang, Felipe Huici, Jian-Jia Chen

Proceedings of the 9th Non-Volatile Memory Systems and Applications Symposium, 2020

Can Wear-Aware Memory Allocation be Intelligent?

Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

Demo Abstract: Perception vs. Reality - Never Believe in What You See.

Yunfeng Huang, Fang-Jing Wu, Christian Hakert, Georg von der Brüggen, Kuan-Hsun Chen, Jian-Jia Chen, Patrick Böcker, Petr Chernikov, Luis Cruz, Zeyi Duan, Ahmed Gheith, Yantao Gong, Anand Gopalan, Karthik Prakash, Ammar Tauqir, Yue Wang

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Software-Based Memory Analysis Environments for In-Memory Wear-Leveling.

Christian Hakert, Kuan-Hsun Chen, Mikail Yayla, Georg von der Brüggen, Sebastian Blömeke, Jian-Jia Chen

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

MAGPIE: Scalable Data Storage System for Efficient High Volume Data Queries.

Thomas Lindemann, Patrick Brinkmann, Fadi Dalbah, Christian Hakert, Philipp-Jan Honysz, Daniel Matuszczyk, Nikolas Müller, Alexander Schmulbach, Stefan Petyov Todorinski, Oliver Tüselmann, Shimon Wonsak, Jens Teubner

Proceedings of the Datenbanksysteme für Business, 2019