Zobrazeno 1 - 10
of 78
pro vyhledávání: '"Unsal, Osman S."'
Autor:
Larimi, Seyed Saber Nabavi, Salami, Behzad, Unsal, Osman S., Kestelman, Adrian Cristal, Sarbazi-Azad, Hamid, Mutlu, Onur
Modern computing devices employ High-Bandwidth Memory (HBM) to meet their memory bandwidth requirements. An HBM-enabled device consists of multiple DRAM layers stacked on top of one another next to a compute chip (e.g. CPU, GPU, and FPGA) in the same
Externí odkaz:
http://arxiv.org/abs/2101.00969
Autor:
Papadimitriou, George, Chatzidimitriou, Athanasios, Gizopoulos, Dimitris, Reddi, Vijay Janapa, Leng, Jingwen, Salami, Behzad, Unsal, Osman S., Kestelman, Adrian Cristal
Modern large-scale computing systems (data centers, supercomputers, cloud and edge setups and high-end cyber-physical systems) employ heterogeneous architectures that consist of multicore CPUs, general-purpose many-core GPUs, and programmable FPGAs.
Externí odkaz:
http://arxiv.org/abs/2006.01049
Autor:
Salami, Behzad, Onural, Erhan Baturay, Yuksel, Ismail Emir, Koc, Fahrettin, Ergin, Oguz, Kestelman, Adrian Cristal, Unsal, Osman S., Sarbazi-Azad, Hamid, Mutlu, Onur
We empirically evaluate an undervolting technique, i.e., underscaling the circuit supply voltage below the nominal level, to improve the power-efficiency of Convolutional Neural Network (CNN) accelerators mapped to Field Programmable Gate Arrays (FPG
Externí odkaz:
http://arxiv.org/abs/2005.03451
Autor:
Givaki, Kamyar, Salami, Behzad, Hojabr, Reza, Tayaranian, S. M. Reza, Khonsari, Ahmad, Rahmati, Dara, Gorgin, Saeid, Cristal, Adrian, Unsal, Osman S.
Deep Neural Networks (DNNs) are inherently computation-intensive and also power-hungry. Hardware accelerators such as Field Programmable Gate Arrays (FPGAs) are a promising solution that can satisfy these requirements for both embedded and High-Perfo
Externí odkaz:
http://arxiv.org/abs/2001.00053
In this paper, we propose TauRieL and target Traveling Salesman Problem (TSP) since it has broad applicability in theoretical and applied sciences. TauRieL utilizes an actor-critic inspired architecture that adopts ordinary feedforward nets to obtain
Externí odkaz:
http://arxiv.org/abs/1905.05567
Voltage underscaling below the nominal level is an effective solution for improving energy efficiency in digital circuits, e.g., Field Programmable Gate Arrays (FPGAs). However, further undervolting below a safe voltage level and without accompanying
Externí odkaz:
http://arxiv.org/abs/1903.12514
Autor:
Gajinov, Vladimir, Stipić, Srdjan, Erić, Igor, Unsal, Osman S., Ayguadé, Eduard, Cristal, Adrian
Publikováno v:
In Parallel Computing June 2015 45:18-48
Autor:
Arcas, Oriol, Sonmez, Nehir, Sayilar, Gokhan, Singh, Satnam, Unsal, Osman S., Cristal, Adrian, Hur, Ibrahim, Valero, Mateo
Publikováno v:
In Microprocessors and Microsystems November 2012 36(8):620-631
Publikováno v:
In Integration, the VLSI Journal June 2012 45(3):237-245
Autor:
Cristal, Adrian, Unsal, Osman S., Martorell, Xavier, Carpenter, Paul, De La Cruz, Raul, Bautista, Leonardo, Jimenez, Daniel, Alvarez, Carlos, Salami, Behzad, Madonar, Sergi, Pericàs, Miquel, Trancoso, Pedro, vor dem Berge, Micha, Billung-Meyer, Gunnar, Krupop, Stefan, Christmann, Wolfgang, Klawonn, Frank, Mihklafi, Amani, Becker, Tobias, Gaydadjiev, Georgi, Salomonsson, Hans, Dubhashi, Devdatt, Port, Oron, Etsion, Yoav, Nowack, Vesna, Fetzer, Christof, Hagemeyer, Jens, Jungeblut, Thorsten, Kucza, Nils, Kaiser, Martin, Porrmann, Mario, Pasin, Marcelo, Schiavoni, Valerio, Rocha, Isabelly, Göttel, Christian, Felber, Pascal, Kaeli, David
Publikováno v:
CF
Recercat. Dipósit de la Recerca de Catalunya
instname
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Proceedings of the 15th ACM International Conference on Computing Frontiers
Proceedings of the 15th ACM International Conference on Computing Frontiers-CF 18
Proceedings of the 15th ACM International Conference on Computing Frontiers -CF '18
Recercat. Dipósit de la Recerca de Catalunya
instname
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Proceedings of the 15th ACM International Conference on Computing Frontiers
Proceedings of the 15th ACM International Conference on Computing Frontiers-CF 18
Proceedings of the 15th ACM International Conference on Computing Frontiers -CF '18
LEGaTO is a three-year EU H2020 project which started in December 2017. The LEGaTO project will leverage task-based programming models to provide a software ecosystem for Made-in-Europe heterogeneous hardware composed of CPUs, GPUs, FPGAs and dataflo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5f8a23ca49ef56ce9046487df6799826
https://doi.org/10.1145/3203217.3205339
https://doi.org/10.1145/3203217.3205339