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Optimus

Amir Hormati, Manjunath Kudlur, Scott Mahlke, David Bacon, Rodric Rabbah
2008 Proceedings of the 2008 international conference on Compilers, architectures and synthesis for embedded systems - CASES '08  
In this paper, we introduce Optimus: an optimizing synthesis compiler for streaming applications.  ...  Optimus compiles programs written in a high level streaming language to either software or hardware implementations.  ...  In the case a filter peeks at more data than it pops, an initialization schedule is run to prime all the FIFOs.  ... 
doi:10.1145/1450095.1450105 dblp:conf/cases/HormatiKMBR08 fatcat:okpqldj4cbc5xdea4ck5de5ck4

Cerebros: Evading the RPC Tax in Datacenters

Arash Pourhabibi, Mark Sutherland, Alexandros Daglis, Babak Falsafi
2021 MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture  
Although recently proposed accelerators can efficiently handle a portion of the RPC layer, their overall benefit is limited by unnecessary CPU involvement, which occurs because the accelerators are architected  ...  Our evaluation using the DeathStarBench microservice suite shows that Cerebros reduces the CPU cycles spent in the RPC layer by 37-64×, yielding a 1.8-14× reduction in total cycles expended per microservice  ...  This work was partially supported by the SNSF "Memory-Centric Server Architecture for Datacenters" and "Hardware/Software Co-Design for In-Memory Services" projects, by Facebook under the "Full-System  ... 
doi:10.1145/3466752.3480055 fatcat:ngciyyp7pjc55napusutvj6tky

Dagger: Towards Efficient RPCs in Cloud Microservices with Near-Memory Reconfigurable NICs [article]

Nikita Lazarev, Neil Adit, Shaojie Xiang, Zhiru Zhang, Christina Delimitrou
2020 arXiv   pre-print
This work presents our early work on Dagger, a hardware acceleration platform for networking, designed specifically with the unique qualities of microservices in mind.  ...  The Dagger architecture relies on an FPGA-based NIC, closely coupled with the processor over a configurable memory interconnect, designed to offload and accelerate RPC stacks.  ...  Prime [16] , which proposes offloading RPC data transformations to a closely-coupled integrated ASIC accelerator.  ... 
arXiv:2007.08622v2 fatcat:4xi3ddq5nngzzo525ewdau52wm

Automation Mechanisms applied in the legal practice of the Brazilian Federal Public Administration

José Sérgio da Silva Cristóvam, Tatiana Meinhart Hahn
2020 International Journal of Advanced Engineering Research and Science  
For registration of tasks in SAPIENS based on procedural movements was created the "Optimus", which operates in integrated systems.  ...  control of workflows by the members and servers of the AGU, in the organs in which it is implemented.  ... 
doi:10.22161/ijaers.78.9 fatcat:3y4n5jiribhp7bzzf2x7wcw73e

Data Mining on Smartphones: An Introduction and Survey

Darren Yates, Md Zahidul Islam
2022 ACM Computing Surveys  
In this paper, we focus on the intersection of smartphones and data mining.  ...  We investigate the growth in smartphone performance, survey smartphone usage models in previous research and look at recent developments in locally-executed data mining on smartphones.  ...  For example, the temperature values in Table 3 may have come in degrees-Fahrenheit, not Celsius, requiring a transformation for each data point.  ... 
doi:10.1145/3529753 fatcat:4ntpiqsnufhuhk7toc7fj6gdla

The European Spallation Source Design

Roland Garoby, H Danared, I Alonso, E Bargallo, B Cheymol, C Darve, M Eshraqi, H Hassanzadegan, A Jansson, I Kittelmann, I Levinsen, M Lindroos (+45 others)
2017 Physica Scripta  
This low efficiency is a prime motivator behind the efforts to seek further optimisation of the target-moderator-reflector systems. 1.3 Accelerator-target interface.  ...  The EEE server is also a boot server enabling ICS computers to boot and mount root file systems. Each partner institute has one EEE server.  ... 
doi:10.1088/1402-4896/aa9bff fatcat:o5vhsubd7vce3dgerrokfwgapa

OptAGAN: Entropy-based Finetuning on Text VAE-GAN

Paolo Tirotta, Stefano Lodi
2021 Natural Language Processing   unpublished
We combine the training of GANs in the latent space, with the finetuning of the decoder of Optimus for single word generation.  ...  Transfer learning through large pre-trained models has changed the landscape of current applications in natural language processing (NLP).  ...  Microsoft COCO captions: Data collection and evaluation server. [32] Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning.  ... 
doi:10.5121/csit.2021.112303 fatcat:7ioxjsxnknamtmp4piedhy3qsm

Mining Event-Oriented Topics in Microblog Stream with Unsupervised Multi-View Hierarchical Embedding

Min Peng, Jiahui Zhu, Hua Wang, Xuhui Li, Yanchun Zhang, Xiuzhen Zhang, Gang Tian
2018 ACM Transactions on Knowledge Discovery from Data  
Our framework is purely data-driven and unsupervised, without any external knowledge.  ...  Meanwhile, the metrics in original word vocabulary space might not effectively capture semantic distances.  ...  , Extinction, Return, World Cup, Optimus Prime b Mv-BRT 1 a 2 5 6 7 8 9 4 1: Tusu, Legend, Yifeng Li, Mi Yang a: World Cup 3: World Cup, Final, Germany 4: World Cup, Cash, Guess  ... 
doi:10.1145/3173044 fatcat:2t76okvq35btjk7jmfnqfewmxm

Civic Technologies: Research, Practice and Open Challenges [article]

Pablo Aragon, Adriana Alvarado Garcia, Christopher A. Le Dantec, Claudia Flores-Saviaga, Jorge Saldivar
2020 arXiv   pre-print
Although Computer-Supported Cooperative Work (CSCW) and Human-Computer Interaction (HCI) communities have shown a growing interest in researching issues around civic technologies, yet most research still  ...  elements change depending on the sociopolitical context where community engagement takes place; (3) discover what methods and strategies are best suited for conducting research on civic technologies in  ...  Acknowledgment This research was sponsored by CONACYT, Paraguay through the program PROCIENCIA and resources of the Fund for the Excellence in Education and Research (FEEI by its Spanish acronym), through  ... 
arXiv:2012.00515v1 fatcat:r7sszjpyifgnvhnmiddojwjglm

Technology to Treat Hyperglycemia in Trauma

David C. Klonoff
2007 Journal of Diabetes Science and Technology  
There was also a consensus among the speakers that creation of a repository of outcomes evidence from randomized controlled trials published in peer-reviewed journals will accelerate the approval process  ...  the evaluation of microvascular function in the epidermis of man took place.  ...  In contrast, the proposed NIH funding for research in HIV/AIDS is $2.888 billion.  ... 
doi:10.1177/193229680700100201 pmid:19888416 pmcid:PMC2771461 fatcat:igdwumfhgvdbja4cq24kwokcni

Morphed vertical tailplane assessment for certification requirements

Miguel Angel Castillo-Acero
2015 Zenodo  
The results, opinions, conclusions, etc. presented in this work are those of the author(s) only and do not necessarily represent the position of the JU; the JU is not responsible for any use made of the  ...  data to calculate pressure); • Client answers server as fast as possible with the new data (e.g. sends pressure back to server); • Server receives data; that is stored in a buffer; and • Server updates  ...  Every communication cycle is done in the following order: • Server collects data that will be sent to a client (e.g. altitude); • Server sends data to the client; • Client process data (e.g. uses altitude  ... 
doi:10.5281/zenodo.3905083 fatcat:jegirrd5jbgeho7qtr7o3sfzpi

Full Issue PDF

2020 JACC: Basic to Translational Science  
site on the SSRN preprint server.  ...  in vitro data and the in vivo data in mice.  ... 
doi:10.1016/s2452-302x(20)30205-9 pmid:32501428 pmcid:PMC7247787 fatcat:hrp6ula4u5hl3c26d7qwrce3fi

Inter-consortia battles in mobile payments standardisation

Andriew S. Lim
2008 Electronic Commerce Research and Applications  
Legitimate power belongs to the Full members and is transformed into leadership.  ...  The second motive is to accelerate the process of standards-setting.  ...  Lim (1975) was born in Jakarta, Indonesia.  ... 
doi:10.1016/j.elerap.2007.05.003 fatcat:cb46bbkvnvcajh7lca2kjnhvn4

Reimagining sustainability leadership for this historical moment [article]

Justin Robinson, University, My, University, My
2018
action in the world.  ...  Using an integral action research methodology in the context of the action research engagement model, eight individual interviews, two focus groups, and an open space lab were conducted with an international  ...  Be advised that, in the event that data is stored on servers located in the United States, its governments, courts, or law enforcement and regulatory agencies may be able to obtain disclosure of the data  ... 
doi:10.25316/ir-1236 fatcat:6uu7xjffefeuzgx4kfnpeldfem

Quality of Experience: From Assessment to Application (Dagstuhl Seminar 15022) Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031) Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041) Artificial and Computational Intelligence in Games: Integration (Dagstuhl Seminar 15051)

Michael Philippsen, Pascal Felber, Michael Scott, J Eliot, Katrien De Moor, Markus Fiedler, Peter Reichl, Martín Varela, Salvatore Greco, Kathrin Klamroth, Joshua Knowles, Günter Rudolph (+13 others)
2015 unpublished
In the working group discussions in Dagstuhl, Ralph E. Steuer presented interesting visualization challenges. Carlos Henggeler Antunes and Carlos M.  ...  People working in it include academic researchers from a  ...  One problem that can arise in heterogeneous systems is poor memory behavior: if accelerators work on data in bulk, then often data must be spilled to DRAM, re-fetched to an accelerator and then re-written  ... 
fatcat:ckaercgotnenhidbwsz7zufttq
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