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Publication search results
found 43 matches
- 2024
- Ivan Fernandez, Christina Giannoula, Aditya Manglik, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
MATSA: An MRAM-Based Energy-Efficient Accelerator for Time Series Analysis. IEEE Access 12: 36727-36742 (2024) - Christina Giannoula, Peiming Yang, Ivan Fernandez, Jiacheng Yang, Sankeerth Durvasula, Yu Xin Li, Mohammad Sadrosadati, Juan Gómez-Luna, Onur Mutlu, Gennady Pekhimenko:
PyGim : An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures. Proc. ACM Meas. Anal. Comput. Syst. 8(3): 43:1-43:36 (2024) - Alberto Delmas Lascorz, Mostafa Mahmoud, Ali Hadi Zadeh, Milos Nikolic, Kareem Ibrahim, Christina Giannoula, Ameer Abdelhadi, Andreas Moshovos:
Atalanta: A Bit is Worth a "Thousand" Tensor Values. ASPLOS (2) 2024: 85-102 - Eugene Sha, Andy Liu, Kareem Ibrahim, Mostafa Mahmoud, Christina Giannoula, Ameer Abdelhadi, Andreas Moshovos:
Marple: Scalable Spike Sorting for Untethered Brain-Machine Interfacing. ASPLOS (2) 2024: 666-682 - Jiacheng Yang, Christina Giannoula, Jun Wu, Mostafa Elhoushi, James Gleeson, Gennady Pekhimenko:
Minuet: Accelerating 3D Sparse Convolutions on GPUs. EuroSys 2024: 786-802 - Baorun Mu, Christina Giannoula, Shang Wang, Gennady Pekhimenko:
Sylva: Sparse Embedded Adapters via Hierarchical Approximate Second-Order Information. ICS 2024: 485-497 - Cheng Chen, Christina Giannoula, Andreas Moshovos:
Low-Bitwidth Floating Point Quantization for Efficient High-Quality Diffusion Models. IISWC 2024: 181-193 - Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar:
Proteus: Preserving Model Confidentiality during Graph Optimizations. MLSys 2024 - Jiacheng Yang, Christina Giannoula, Jun Wu, Mostafa Elhoushi, James Gleeson, Gennady Pekhimenko:
Minuet: Accelerating 3D Sparse Convolutions on GPUs. CoRR abs/2401.06145 (2024) - Christina Giannoula, Peiming Yang, Ivan Fernandez Vega, Jiacheng Yang, Yu Xin Li, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu, Gennady Pekhimenko:
Accelerating Graph Neural Networks on Real Processing-In-Memory Systems. CoRR abs/2402.16731 (2024) - Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar:
Proteus: Preserving Model Confidentiality during Graph Optimizations. CoRR abs/2404.12512 (2024) - Christina Giannoula, Foteini Strati, Dimitrios Siakavaras, Georgios I. Goumas, Nectarios Koziris:
SmartPQ: An Adaptive Concurrent Priority Queue for NUMA Architectures. CoRR abs/2406.06900 (2024) - Christian Pinto, Dong Li, Thaleia Dimitra Doudali, Christina Giannoula, Jie Ren:
Proceedings of 3rd Workshop on Heterogeneous Composable and Disaggregated Systems. CoRR abs/2407.00867 (2024) - Konstantinos-Nikolaos Papadopoulos, Christina Giannoula, Nikolaos-Charalampos Papadopoulos, Nektarios Koziris, Jose M. G. Merayo, Dionisios N. Pnevmatikatos:
Evaluating the Effectiveness of Microarchitectural Hardware Fault Detection for Application-Specific Requirements. CoRR abs/2408.05810 (2024) - Cheng Chen, Christina Giannoula, Andreas Moshovos:
Low-Bitwidth Floating Point Quantization for Efficient High-Quality Diffusion Models. CoRR abs/2408.06995 (2024) - 2023
- Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar:
DaeMon: Architectural Support for Efficient Data Movement in Fully Disaggregated Systems. Proc. ACM Meas. Anal. Comput. Syst. 7(1): 16:1-16:36 (2023) - Christina Giannoula, Athanasios Peppas, Georgios I. Goumas, Nectarios Koziris:
High-performance and balanced parallel graph coloring on multicore platforms. J. Supercomput. 79(6): 6373-6421 (2023) - Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar:
Architectural Support for Efficient Data Movement in Fully Disaggregated Systems. SIGMETRICS (Abstracts) 2023: 5-6 - Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar:
DaeMon: Architectural Support for Efficient Data Movement in Disaggregated Systems. CoRR abs/2301.00414 (2023) - Christina Giannoula, Kailong Huang, Jonathan Tang, Nectarios Koziris, Georgios I. Goumas, Zeshan Chishti, Nandita Vijaykumar:
Architectural Support for Efficient Data Movement in Disaggregated Systems. CoRR abs/2301.09674 (2023) - Qidong Su, Christina Giannoula, Gennady Pekhimenko:
The Synergy of Speculative Decoding and Batching in Serving Large Language Models. CoRR abs/2310.18813 (2023) - 2022
- Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu:
Benchmarking a New Paradigm: Experimental Analysis and Characterization of a Real Processing-in-Memory System. IEEE Access 10: 52565-52608 (2022) - Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. Proc. ACM Meas. Anal. Comput. Syst. 6(1): 21:1-21:49 (2022) - Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
Exploiting Near-Data Processing to Accelerate Time Series Analysis. ISVLSI 2022: 279-282 - Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. ISVLSI 2022: 288-291 - Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. SIGMETRICS (Abstracts) 2022: 33-34 - Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems. CoRR abs/2201.05072 (2022) - Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems. CoRR abs/2204.00900 (2022) - Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
Exploiting Near-Data Processing to Accelerate Time Series Analysis. CoRR abs/2206.00938 (2022) - Nika Mansouri-Ghiasi, Mohammad Sadrosadati, Geraldo F. Oliveira, Konstantinos Kanellopoulos, Rachata Ausavarungnirun, Juan Gómez-Luna, Aditya Manglik, João Dinis Ferreira, Jeremie S. Kim, Christina Giannoula, Nandita Vijaykumar, Jisung Park, Onur Mutlu:
RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory. CoRR abs/2210.08508 (2022)
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