Theoretical Validation and Hardware Implementation of Dynamic Adaptive Scheduling for Heterogeneous Systems on Chip von Goksoy, A. Alper, Hassan, Sahil, Krishnakumar, Anish, Marculescu, Radu, Akoglu, Ali, Ogras, Umit Y.

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PED: Probabilistic Energy-efficient Deadline-aware scheduler for heterogeneous SoCs von Chen, Xing, Krishnakumar, Anish, Ogras, Umit, Chakrabarti, Chaitali

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Domain-Specific Architectures: Research Problems and Promising Approaches von Krishnakumar, Anish, Ogras, Umit, Marculescu, Radu, Kishinevsky, Mike, Mudge, Trevor

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Tutorial: A Novel Runtime Environment for Accelerator-Rich Heterogeneous Architectures von Mack, Joshua, Krishnakumar, Anish, Ogras, Umit, Akoglu, Ali

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DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework von Arda, Samet E., Krishnakumar, Anish, Goksoy, A. Alper, Kumbhare, Nirmal, Mack, Joshua, Sartor, Anderson L., Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y.

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DTRL: Decision Tree-based Multi-Objective Reinforcement Learning for Runtime Task Scheduling in Domain-Specific System-on-Chips von Basaklar, Toygun, Goksoy, A. Alper, Krishnakumar, Anish, Gumussoy, Suat, Ogras, Umit Y.

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Runtime Task Scheduling Using Imitation Learning for Heterogeneous Many-Core Systems von Krishnakumar, Anish, Arda, Samet E., Goksoy, A. Alper, Mandal, Sumit K., Ogras, Umit Y., Sartor, Anderson L., Marculescu, Radu

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HiLITE: Hierarchical and Lightweight Imitation Learning for Power Management of Embedded SoCs von Sartor, Anderson L., Krishnakumar, Anish, Arda, Samet E., Ogras, Umit Y., Marculescu, Radu

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DS3: A System-Level D omain- S pecific S ystem-on-Chip S imulation Framework von Arda, Samet E, Krishnakumar, Anish, A Alper Goksoy, Kumbhare, Nirmal, Mack, Joshua, Sartor, Anderson L, Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y

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DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs von Goksoy, A. Alper, Krishnakumar, Anish, Hassan, Md Sahil, Farcas, Allen J., Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y.

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HiLITE: Hi erarchical and L ightweight I mita t ion L e arning for Power Management of Embedded SoCs von Sartor, Anderson L., Krishnakumar, Anish, Arda, Samet E., Ogras, Umit Y., Marculescu, Radu

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Energy-Efficient Networks-on-Chip Architectures: Design and Run-Time Optimization von Mandal, Sumit K., Krishnakumar, Anish, Ogras, Umit Y.

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Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion von Mandal, Sumit K, Krishnakumar, Anish, Ayoub, Raid, Kishinevsky, Michael, Ogras, Umit Y

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DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs von A Alper Goksoy, Krishnakumar, Anish, Hassan, Md Sahil, Farcas, Allen J, Akoglu, Ali, Marculescu, Radu, Ogras, Umit Y

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DYNAMIC ADAPTIVE SCHEDULING FOR ENERGY-EFFICIENT HETEROGENEOUS SYSTEMS-ON-CHIP AND RELATED ASPECTS von CHAKRABARTI, Chaitali, AKOGLU, Ali, MARCULESCU, Radu, GOKSOY, Ahmet, HASSAN, Md Sahil, KRISHNAKUMAR, Anish, FARCAS, Allen-Jasmin, OGRAS, Umit

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Runtime Task Scheduling using Imitation Learning for Heterogeneous Many-Core Systems von Krishnakumar, Anish, Arda, Samet E, A Alper Goksoy, Mandal, Sumit K, Ogras, Umit Y, Sartor, Anderson L, Marculescu, Radu

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USER-SPACE EMULATION FRAMEWORK FOR HETEROGENEOUS SOC DESIGN von Mandal, Sumit, Akoglu, Ali, Krishnakumar, Anish, Mack, Joshua, Bliss, Daniel, Ogras, Umit, Arda, Samet Egemen, Kumbhare, Nirmal, Goksoy, Ahmet, Chakrabarti, Chaitali, Marculescu, Radu, Sartor, Anderson

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RUNTIME TASK SCHEDULING USING IMITATION LEARNING FOR HETEROGENEOUS MANY-CORE SYSTEMS von Mandal, Sumit, Akoglu, Ali, Krishnakumar, Anish, Mack, Joshua, Bliss, Daniel, Ogras, Umit, Arda, Samet Egemen, Kumbhare, Nirmal, Goksoy, Ahmet, Chakrabarti, Chaitali, Marculescu, Radu, Sartor, Anderson

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HILITE: HIERARCHICAL AND LIGHTWEIGHT IMITATION LEARNING FOR POWER MANAGEMENT OF EMBEDDED SOCS von Mandal, Sumit, Akoglu, Ali, Krishnakumar, Anish, Mack, Joshua, Bliss, Daniel, Ogras, Umit, Arda, Samet Egemen, Kumbhare, Nirmal, Goksoy, Ahmet, Chakrabarti, Chaitali, Marculescu, Radu, Sartor, Anderson

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Performance Analysis of Priority-Aware NoCs with Deflection Routing under Traffic Congestion von Mandal, Sumit K, Krishnakumar, Anish, Ayoub, Raid, Kishinevsky, Michael, Ogras, Umit Y

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