Zobrazeno 1 - 10
of 28
pro vyhledávání: '"Luna, Juan Gomez"'
Autor:
Giannoula, Christina, Yang, Peiming, Vega, Ivan Fernandez, Yang, Jiacheng, Li, Yu Xin, Luna, Juan Gomez, Sadrosadati, Mohammad, Mutlu, Onur, Pekhimenko, Gennady
Graph Neural Networks (GNNs) are emerging ML models to analyze graph-structure data. Graph Neural Network (GNN) execution involves both compute-intensive and memory-intensive kernels, the latter dominates the total time, being significantly bottlenec
Externí odkaz:
http://arxiv.org/abs/2402.16731
Autor:
Yuksel, Ismail Emir, Tugrul, Yahya Can, Bostanci, F. Nisa, Yaglikci, Abdullah Giray, Olgun, Ataberk, Oliveira, Geraldo F., Soysal, Melina, Luo, Haocong, Luna, Juan Gomez, Sadrosadati, Mohammad, Mutlu, Onur
Data movement between the processor and the main memory is a first-order obstacle against improving performance and energy efficiency in modern systems. To address this obstacle, Processing-using-Memory (PuM) is a promising approach where bulk-bitwis
Externí odkaz:
http://arxiv.org/abs/2312.02880
Autor:
Olgun, Ataberk, Osseiran, Majd, Yaglikci, Abdullah Giray, Tugrul, Yahya Can, Luo, Haocong, Rhyner, Steve, Salami, Behzad, Luna, Juan Gomez, Mutlu, Onur
We experimentally demonstrate the effects of read disturbance (RowHammer and RowPress) and uncover the inner workings of undocumented read disturbance defense mechanisms in High Bandwidth Memory (HBM). Detailed characterization of six real HBM2 DRAM
Externí odkaz:
http://arxiv.org/abs/2310.14665
Autor:
Olgun, Ataberk, Osseiran, Majd, Ya{ğ}lık{c}ı, Abdullah Giray, Tuğrul, Yahya Can, Luo, Haocong, Rhyner, Steve, Salami, Behzad, Luna, Juan Gomez, Mutlu, Onur
RowHammer (RH) is a significant and worsening security, safety, and reliability issue of modern DRAM chips that can be exploited to break memory isolation. Therefore, it is important to understand real DRAM chips' RH characteristics. Unfortunately, n
Externí odkaz:
http://arxiv.org/abs/2305.17918
Autor:
Nadig, Rakesh, Sadrosadati, Mohammad, Mao, Haiyu, Ghiasi, Nika Mansouri, Tavakkol, Arash, Park, Jisung, Sarbazi-Azad, Hamid, Luna, Juan Gómez, Mutlu, Onur
The performance and capacity of solid-state drives (SSDs) are continuously improving to meet the increasing demands of modern data-intensive applications. Unfortunately, communication between the SSD controller and memory chips (e.g., 2D/3D NAND flas
Externí odkaz:
http://arxiv.org/abs/2305.07768
Agent-based modeling plays an essential role in gaining insights into biology, sociology, economics, and other fields. However, many existing agent-based simulation platforms are not suitable for large-scale studies due to the low performance of the
Externí odkaz:
http://arxiv.org/abs/2301.06984
Autor:
Ghiasi, Nika Mansouri, Vijaykumar, Nandita, Oliveira, Geraldo F., Orosa, Lois, Fernandez, Ivan, Sadrosadati, Mohammad, Kanellopoulos, Konstantinos, Hajinazar, Nastaran, Luna, Juan Gómez, Mutlu, Onur
Partitioning applications between NDP and host CPU cores causes inter-segment data movement overhead, which is caused by moving data generated from one segment (e.g., instructions, functions) and used in consecutive segments. Prior works take two app
Externí odkaz:
http://arxiv.org/abs/2212.06292
Autor:
Ghiasi, Nika Mansouri, Sadrosadati, Mohammad, Oliveira, Geraldo F., Kanellopoulos, Konstantinos, Ausavarungnirun, Rachata, Luna, Juan Gómez, Manglik, Aditya, Ferreira, João, Kim, Jeremie S., Giannoula, Christina, Vijaykumar, Nandita, Park, Jisung, Mutlu, Onur
Recent nano-technological advances enable the Monolithic 3D (M3D) integration of multiple memory and logic layers in a single chip with fine-grained connections. M3D technology leads to significantly higher main memory bandwidth and shorter latency t
Externí odkaz:
http://arxiv.org/abs/2210.08508
Autor:
Firtina, Can, Pillai, Kamlesh, Kalsi, Gurpreet S., Suresh, Bharathwaj, Cali, Damla Senol, Kim, Jeremie, Shahroodi, Taha, Cavlak, Meryem Banu, Lindegger, Joel, Alser, Mohammed, Luna, Juan Gómez, Subramoney, Sreenivas, Mutlu, Onur
Profile hidden Markov models (pHMMs) are widely employed in various bioinformatics applications to identify similarities between biological sequences, such as DNA or protein sequences. In pHMMs, sequences are represented as graph structures. These pr
Externí odkaz:
http://arxiv.org/abs/2207.09765
Autor:
Olgun, Ataberk, Luna, Juan Gomez, Kanellopoulos, Konstantinos, Salami, Behzad, Hassan, Hasan, Ergin, Oguz, Mutlu, Onur
DRAM-based main memory is used in nearly all computing systems as a major component. One way of overcoming the main memory bottleneck is to move computation near memory, a paradigm known as processing-in-memory (PiM). Recent PiM techniques provide a
Externí odkaz:
http://arxiv.org/abs/2206.00263