Christian Hakert

38 papers A* 1A 4B 1C 1Misc 2Journal 20Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Jump Like A Squirrel: Optimized Execution Step Order for Anytime Random Forest Inference. CoRR Daniel Biebert, Christian Hakert, Kay Heider, Daniel Kuhse, Sebastian Buschjäger, Jian-Jia Chen
2025	J	`jnl`	CHRONOS: Compensating Hardware Related Overheads with Native Multi Timer Support for Real-Time Operating Systems. CoRR Kay Heider, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2025	J	`jnl`	LazyTick: Lazy and Efficient Management of Job Release in Real-Time Operating Systems. ACM Trans. Embed. Comput. Syst. Kay Heider, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2025	J	`jnl`	Modeling and Simulating Emerging Memory Technologies: A Tutorial. CoRR Yun-Chih Chen, Tristan Taylan Seidl, Nils Hölscher, Christian Hakert, Minh Duy Truong, Jian-Jia Chen, João Paulo C. de Lima, Asif Ali Khan, Jerónimo Castrillón, Ali Nezhadi, Lokesh Siddhu, Hassan Nassar, Mahta Mayahinia, Mehdi Baradaran Tahoori, Jörg Henkel, Nils Wilbert, Stefan Wildermann, Jürgen Teich
2025	—	`conf`	Poster: Dynamic Write-Mode Fragmentation for Non-Volatile Memory Simulation. BTW Workshops Janina Rau, Daniel Biebert, Christian Hakert, Jian-Jia Chen
2025	J	`jnl`	R CoRR Christian Hakert, Shuo-Han Chen, Kay Heider, Roland Kühn, Yun-Chih Chen, Jens Teubner, Jian-Jia Chen
2025	J	`jnl`	Realizing Hardware-Optimized General Tree-Based Data Structures for Heterogeneous System Classes. CoRR Daniel Biebert, Christian Hakert, Jian-Jia Chen
2025	J	`jnl`	Timely ML. Real Time Syst. Daniel Kuhse, Harun Teper, Christian Hakert, Jian-Jia Chen
2025	J	`jnl`	WCDT: Systematic WCET Optimization for Decision Tree Implementations. CoRR Nils Hölscher, Christian Hakert, Georg von der Brüggen, Jian-Jia Chen, Kuan-Hsun Chen, Jan Reineke
2025	J	`jnl`	WCET-Aware Partitioning and Allocation of Disaggregated Networks for Multicore Systems. IEEE Embed. Syst. Lett. Junjie Shi, Christian Hakert, Kay Heider, Mario Günzel, Nils Hölscher, Daniel Kuhse, Jian-Jia Chen, Logan Kenwright, Sobhan Chatterjee, Nathan Allen, Partha S. Roop
2024	A	`conf`	Co-Designing NVM-based Systems for Machine Learning and In-memory Search Applications. ICCAD Jörg Henkel, Lokesh Siddhu, Hassan Nassar, Lars Bauer, Jian-Jia Chen, Christian Hakert, Tristan Taylan Seidl, Kuan-Hsun Chen, Xiaobo Sharon Hu, Mengyuan Li, Chia-Lin Yang, Ming-Liang Wei
2024	A	`conf`	FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference. DATE Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2024	B	`conf`	Language-Based Deployment Optimization for Random Forests (Invited Paper). LCTES Jannik Malcher, Daniel Biebert, Kuan-Hsun Chen, Sebastian Buschjäger, Christian Hakert, Jian-Jia Chen
2024	J	`jnl`	Register Your Forests: Decision Tree Ensemble Optimization by Explicit CPU Register Allocation. CoRR Daniel Biebert, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2024	—	`—`	Software exploitation of traditional interfaces for modern technologies. Christian Hakert
2024	J	`jnl`	TREE: Tree Regularization for Efficient Execution. CoRR Lena Schmid, Daniel Biebert, Christian Hakert, Kuan-Hsun Chen, Michel Lang, Markus Pauly, Jian-Jia Chen
2023	J	`jnl`	Memory Carousel: LLVM-Based Bitwise Wear Leveling for Nonvolatile Main Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Nils Hölscher, Christian Hakert, Hassan Nassar, Kuan-Hsun Chen, Lars Bauer, Jian-Jia Chen, Jörg Henkel
2023	J	`jnl`	ROLLED: Racetrack Memory Optimized Linear Layout and Efficient Decomposition of Decision Trees. IEEE Trans. Computers Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen
2023	—	`conf`	Rapid NVM Simulation and Analysis on Single Bit Granularity Featuring Gem5 and NVMain. NVMSA Nils Hölscher, Minh Duy Truong, Christian Hakert, Tristan Taylan Seidl, Kuan-Hsun Chen, Jian-Jia Chen
2023	Misc	`conf`	Special Session - Non-Volatile Memories: Challenges and Opportunities for Embedded System Architectures with Focus on Machine Learning Applications. CASES 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
2023	J	`jnl`	Swift-CNN: Leveraging PCM Memory's Fast Write Mode to Accelerate CNNs. IEEE Embed. Syst. Lett. Lokesh Siddhu, Hassan Nassar, Lars Bauer, Christian Hakert, Nils Hölscher, Jian-Jia Chen, Jörg Henkel
2023	C	`conf`	Towards Data-Based Cache Optimization of B+-Trees. DaMoN Roland Kühn, Daniel Biebert, Christian Hakert, Jian-Jia Chen, Jens Teubner
2022	J	`jnl`	Efficient Realization of Decision Trees for Real-Time Inference. ACM Trans. Embed. Comput. Syst. Kuan-Hsun Chen, Chiahui Su, Christian Hakert, Sebastian Buschjäger, Chao-Lin Lee, Jenq-Kuen Lee, Katharina Morik, Jian-Jia Chen
2022	J	`jnl`	FLInt: Exploiting Floating Point Enabled Integer Arithmetic for Efficient Random Forest Inference. CoRR Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2022	—	`conf`	Immediate Split Trees: Immediate Encoding of Floating Point Split Values in Random Forests. ECML/PKDD (5) Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2022	J	`jnl`	Software-Managed Read and Write Wear-Leveling for Non-Volatile Main Memory. ACM Trans. Embed. Comput. Syst. Christian Hakert, Kuan-Hsun Chen, Horst Schirmeier, Lars Bauer, Paul R. Genssler, Georg von der Brüggen, Hussam Amrouch, Jörg Henkel, Jian-Jia Chen
2021	A*	`conf`	BLOwing Trees to the Ground: Layout Optimization of Decision Trees on Racetrack Memory. DAC Christian Hakert, Asif Ali Khan, Kuan-Hsun Chen, Fazal Hameed, Jerónimo Castrillón, Jian-Jia Chen
2021	A	`conf`	Future Computing Platform Design: A Cross-Layer Design Approach. DATE Hsiang-Yun Cheng, Chun-Feng Wu, Christian Hakert, Kuan-Hsun Chen, Yuan-Hao Chang, Jian-Jia Chen, Chia-Lin Yang, Tei-Wei Kuo
2021	J	`jnl`	HEART: Hybrid Memory and Energy-Aware Real-Time Scheduling for Multi-Processor Systems. ACM Trans. Embed. Comput. Syst. Mario Günzel, Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2021	A	`conf`	Margin-Maximization in Binarized Neural Networks for Optimizing Bit Error Tolerance. DATE Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
2021	—	`conf`	OCTO+: Optimized Checkpointing of B+ Trees for Non-Volatile Main Memory Wear-Leveling. NVMSA Christian Hakert, Roland Kühn, Kuan-Hsun Chen, Jian-Jia Chen, Jens Teubner
2020	—	`conf`	Can Wear-Aware Memory Allocation be Intelligent? MLCAD Christian Hakert, Kuan-Hsun Chen, Jian-Jia Chen
2020	—	`conf`	Demo Abstract: Perception vs. Reality - Never Believe in What You See. IPSN 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
2020	J	`jnl`	SoftWear: Software-Only In-Memory Wear-Leveling for Non-Volatile Main Memory. CoRR Christian Hakert, Kuan-Hsun Chen, Paul R. Genssler, Georg von der Brüggen, Lars Bauer, Hussam Amrouch, Jian-Jia Chen, Jörg Henkel
2020	—	`conf`	Software-Based Memory Analysis Environments for In-Memory Wear-Leveling. ASP-DAC Christian Hakert, Kuan-Hsun Chen, Mikail Yayla, Georg von der Brüggen, Sebastian Blömeke, Jian-Jia Chen
2020	—	`conf`	Split'n Trace NVM: Leveraging Library OSes for Semantic Memory Tracing. NVMSA Christian Hakert, Kuan-Hsun Chen, Simon Kuenzer, Sharan Santhanam, Shuo-Han Chen, Yuan-Hao Chang, Felipe Huici, Jian-Jia Chen
2020	J	`jnl`	Towards Explainable Bit Error Tolerance of Resistive RAM-Based Binarized Neural Networks. CoRR Sebastian Buschjäger, Jian-Jia Chen, Kuan-Hsun Chen, Mario Günzel, Christian Hakert, Katharina Morik, Rodion Novkin, Lukas Pfahler, Mikail Yayla
2019	Misc	`conf`	MAGPIE: Scalable Data Storage System for Efficient High Volume Data Queries. BTW 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