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2020-2021 Index IEEE Transactions on Computers Vol. 70

2021 IEEE transactions on computers  
The primary entry includes the coauthors' names, the title of the paper or other item, and its location, specified by the publication abbreviation, year, month, and inclusive pagination.  ...  ., +, TC Dec. 2021 2015-2028 Spatio-Temporal Optimization of Deep Neural Networks for Reconfigurable FPGA SoCs.  ...  Gong, C., +, TC May 2021 696-710 Neurons Spatio-Temporal Optimization of Deep Neural Networks for Reconfigurable FPGA SoCs.  ... 
doi:10.1109/tc.2021.3134810 fatcat:p5otlsapynbwvjmqogj47kv5qa

Robust architectures for embedded wireless network control and actuation

Miroslav Pajic, Alexander Chernoguzov, Rahul Mangharam
2012 ACM Transactions on Embedded Computing Systems  
In the context of process and discrete control, an EVM is the distributed runtime system that dynamically selects primarybackup sets of controllers given spatial and temporal constraints of the underlying  ...  We introduce the Embedded Virtual Machine (EVM), a programming abstraction where controller tasks with their control and timing properties are maintained across physical node boundaries and functionality  ...  This work was partially supported by the NSF CPS-0931239, CSR-0834517, MRI-0923518 and Honeywell grants. Preliminary versions of this paper have appeared in [Pajic and Mangharam 2010] and ].  ... 
doi:10.1145/2362336.2362349 fatcat:vzu5owcuuzgx3giwzewwhhg45a

Remarn: A Reconfigurable Multi-threaded Multi-core Accelerator for Recurrent Neural Networks

Zhiqiang Que, Hiroki Nakahara, Hongxiang Fan, He Li, Jiuxi Meng, Kuen Hung Tsoi, Xinyu Niu, Eriko Nurvitadhi, Wayne Luk
2022 ACM Transactions on Reconfigurable Technology and Systems  
This work introduces Remarn, a reconfigurable multi-threaded multi-core accelerator supporting both spatial and temporal co-execution of Recurrent Neural Network (RNN) inferences.  ...  Evaluation results show that a dual-threaded quad-core Remarn NPU achieves 2.91 times higher performance while only occupying 5.0% more area than a single-threaded one on a Stratix 10 FPGA.  ...  ACKNOWLEDGMENTS The support of the United Kingdom EPSRC (grant numbers EP/V028251/1, EP/L016796/1, EP/N031768/1, EP/P010040/1, and EP/S030069/1), Corerain and Intel is gratefully acknowledged.  ... 
doi:10.1145/3534969 fatcat:g2lj3qnv3bdsxb5mkmwlkoezpu

Tracking limbs motion using a wireless network of inertial measurement units

Pasquale Buonocunto, Mauro Marinoni
2014 Proceedings of the 9th IEEE International Symposium on Industrial Embedded Systems (SIES 2014)  
This paper presents a low-cost tracking system based on a set of wearable inertial measurement units (IMUs) coordinated as a wireless body area network.  ...  Issues related to real-time processing, calibration, data synchronization, and energy consumption are introduced using a preliminary simplified setup with two nodes.  ...  In addition to the advantages given by an accurate time for sampling data, a precise time base can also be used to schedule global tasks, like those used to trigger system reconfiguration or change the  ... 
doi:10.1109/sies.2014.6871188 dblp:conf/sies/BuonocuntoM14 fatcat:gu3wv3xlurcpfna63opmn6q3nu

Applications for ultrascale computing

2015 Supercomputing Frontiers and Innovations  
on large complex computing systems.  ...  This article discusses the state-of-the-art of programming for current and future large-scale computing systems with an emphasis on complex applications.  ...  sub-models with well separated spatio-temporal scales.  ... 
doi:10.14529/jsfi150102 fatcat:ffmlcygqyfatpamqvlrgjwjvaq

A Survey of Big Data Machine Learning Applications Optimization in Cloud Data Centers and Networks [article]

Sanaa Hamid Mohamed, Taisir E.H. El-Gorashi, Jaafar M.H. Elmirghani
2019 arXiv   pre-print
Moreover, we provide a brief review of data centers topologies, routing protocols, and traffic characteristics, and emphasize the implications of big data on such cloud data centers and their supporting  ...  Wide ranging efforts were devoted to optimize systems that handle big data in terms of various applications performance metrics and/or infrastructure energy efficiency.  ...  All data are provided in full in the results section of this paper.  ... 
arXiv:1910.00731v1 fatcat:kvi3br4iwzg3bi7fifpgyly7m4

2019 Index IEEE Transactions on Industrial Informatics Vol. 15

2019 IEEE Transactions on Industrial Informatics  
., +, TII July 2019 3831-3844 Task analysis A Comparison of Partitioning Strategies for Fixed Points Based Limited Preemptive Scheduling.  ...  ., +, TII July 2019 4285- 4294 Real-Time Scheduling of Cloud Manufacturing Services Based on Dynamic Data-Driven Simulation.  ... 
doi:10.1109/tii.2020.2968165 fatcat:utk3ywxc6zgbdbfsys5f4otv7u

Reinforcement Learning based Proactive Control for Transmission Grid Resilience to Wildfire [article]

Salah U. Kadir, Subir Majumder, Ajay D. Chhokra, Abhishek Dubey, Himanshu Neema, Aron Laszka, Anurag K. Srivastava
2021 arXiv   pre-print
We model and solve the proactive control problem as a Markov decision process and introduce an integrated testbed for spatio-temporal wildfire propagation and proactive power-system operation.  ...  We evaluate our approach utilizing the IEEE 24-node system mapped on a hypothetical terrain.  ...  Our proposed controller tracks spatio-temporal wildfire propagation and provides set points for a partial set of generators.  ... 
arXiv:2107.05756v1 fatcat:sn64apb2b5fphkhiwh7pyqi2xu

Mapping of MPEG-4 decoding on a flexible architecture platform

Erik B. van der Tol, Egbert G. Jaspers, Sethuraman Panchanathan, V. Michael Bove, Jr., Subramania I. Sudharsanan
2001 Media Processors 2002  
, and the reuse potential over different applications and different systems.  ...  Next, a hardware-software partitioning is derived by analyzing the characteristics of each task such as the amount of inherent parallelism, the throughput requirements, the complexity of control processing  ...  Apart from static configuration of the system, it is also required to do reconfiguration at run time.  ... 
doi:10.1117/12.451067 fatcat:gzzbtvu5q5gypjchdvdo27ofny

Moving target defense: state of the art and characteristics

Gui-lin Cai, Bao-sheng Wang, Wei Hu, Tian-zuo Wang
2016 Frontiers of Information Technology & Electronic Engineering  
, which are typically one or more of the aforementioned characteristics.  ...  Specifically, in the area of MTD strategy, the common characteristics shared by the MTD strategies to improve system security and effectiveness are identified and extrapolated.  ...  All the three IP address mutation approaches (OF-RHM, RHM, and spatio-temporal address mutation) can keep the real IP addresses of hosts unchanged, as well as associate each host with a shortlived vIP  ... 
doi:10.1631/fitee.1601321 fatcat:a237eemsfjhsxjrar3fmwbmceu

Cost-Effective Resource Allocation for Multitier Mobile Edge Computing in 5G Mobile Networks

Eugen Slapak, Juraj Gazda, Weiqiang Guo, Taras Maksymyuk, Mischa Dohler
2021 IEEE Access  
The achievable gains are in the range of 20-40 %, depending on the task complexity and selected budget threshold.  ...  Mobile edge computing (MEC) is currently one of the key technologies that can facilitate the evolution of the future digitized economy.  ...  As their objective, they maximized the number of offloaded and processed tasks, under the assumptions that each serving unit can process one task at a time and that the scheduling policy is non-preemptive  ... 
doi:10.1109/access.2021.3059029 fatcat:j5v5kovjsndhtcascawh24ennm

The Vessel Schedule Recovery Problem (VSRP) – A MIP model for handling disruptions in liner shipping

Berit D. Brouer, Jakob Dirksen, David Pisinger, Christian E.M. Plum, Bo Vaaben
2013 European Journal of Operational Research  
in one-way carsharing systems as an approach to solve vehicle stock imbalance.  ...  -Scheduling malleable tasks with arbitrary processing speed functions Maciej Machowiak, The practical 3D container packing problem was considered.  ...  The problem of scheduling tasks on a radar system can be modeled using coupled-tasks.  ... 
doi:10.1016/j.ejor.2012.08.016 fatcat:c27kagfnxnhjfbil2rydhjhomm

DAEMON Deliverable 4.1: Initial design of intelligent orchestration and management mechanisms

Georgios Iosifidis, Danny De Vleeschauwer, Chia-Yu Chang, Marco Fiore, Sergi Alcalá, Andres Garcia-Saavedra, Gines Garcia, Ivan Paez, Gabriele Baldoni, Andra Lutu, Miguel Camelo, Nina Slamnik-Krijestorac (+10 others)
2021 Zenodo  
To this aim, NI-based solutions are investigated on top of the DAEMON framework, providing NI-assisted functionality for the management and orchestration in the B5G system to attain a variety of goals:  ...  In essence, the activities in WP4 will be based on the architecture defined in WP2 to not only ensure the developed NI solutions are aligned with the specific needs of mobile network systems, but also  ...  They modeled the spatio-temporal popularity variations using a Markov chain model and solved them with RL.  ... 
doi:10.5281/zenodo.5745456 fatcat:isg5vbmabnecblzd7d3536cjya

Extending the framework of algorithmic regulation. The Uber case

Florian Eyert, Florian Irgmaier, Lena Ulbricht
2020 Regulation & Governance  
In order to characterize current phenomena of regulation in the digital age, we build on Karen Yeung's concept of "algorithmic regulation," extending it by building bridges to the fields of quantification  ...  Based on a case study of the algorithmic regulation of Uber drivers, we show the usefulness of the framework for assessing regulation in the digital age and as a starting point for critique and alternative  ...  Acknowledgments Earlier drafts of this paper were presented at STS Conference Graz, May 2018, the 7th Biennial Conference of the ECPR Standing Group on Regulatory Governance, Lausanne, July 2018, and EASST  ... 
doi:10.1111/rego.12371 fatcat:hlw7cgctbbaqtl254w2w3ty5v4

Efficient Adaptive Hard Real-time Multi-processor Systems

Stefanos Skalistis
Any non-preemptive static scheduler that schedules tasks as soon as possible is free of timing anomalies. Proof.  ...  main aspects of realising hard real-time systems.  ...  Adaptive & Efficient Hard Real-time Systems Carry out research on the deployment and execution of highly-parallelisable applications with real-time constraints on many-core architectures with network-on-chip  ... 
doi:10.5075/epfl-thesis-8146 fatcat:fzudr3eycjhfjivvcqzw2gt2ri
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