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- research-articleAugust 2023
Design of a miniaturized geodetic-grade GNSS reference antenna covering Bs band
AbstractWe present the design of a miniaturized multiple-band geodetic-grade GNSS reference antenna covering the Bs band of the Chinese Beidou System. The proposed antenna combines a spiral antenna operating in the L band (1160–1610 MHz) and a four-point-...
- research-articleApril 2023
Research on modeling and predicting of BDS-3 satellite clock bias using the LSTM neural network model
AbstractIn the Global Navigation Satellite System (GNSS), the satellite clock bias (SCB) is one of the sources of ranging error, and its ability to predict directly affects the users' navigation and positioning accuracy. The BeiDou Navigation Satellite ...
- research-articleNovember 2022
DeepSpeed-inference: enabling efficient inference of transformer models at unprecedented scale
- Reza Yazdani Aminabadi,
- Samyam Rajbhandari,
- Ammar Ahmad Awan,
- Cheng Li,
- Du Li,
- Elton Zheng,
- Olatunji Ruwase,
- Shaden Smith,
- Minjia Zhang,
- Jeff Rasley,
- Yuxiong He
SC '22: Proceedings of the International Conference on High Performance Computing, Networking, Storage and AnalysisArticle No.: 46, Pages 1–15The landscape of transformer model inference is increasingly diverse in model size, model characteristics, latency and throughput requirements, hardware requirements, etc. With such diversity, designing a versatile inference system is challenging. ...
- research-articleMay 2021
Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier
ICBBB '21: Proceedings of the 2021 11th International Conference on Bioscience, Biochemistry and BioinformaticsPages 37–41https://doi.org/10.1145/3448340.3448346In order to solve the problem of reduced classification accuracy caused by the different spatial features of EEG motor imagery signals between the same subjects on different days, this paper proposes an EEG feature extraction and recognition method ...
- research-articleJanuary 2021
Drug Addiction Detection Algorithm Based on CNN-BN
ICCPR '20: Proceedings of the 2020 9th International Conference on Computing and Pattern RecognitionPages 96–100https://doi.org/10.1145/3436369.3436450There is currently few related research in the field of drug detoxification to objectively quantify the degree of drug addiction among drug addicts. This paper designs an experimental paradigm, using a high-density near infrared spectroscopy device to ...
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- research-articleNovember 2016
Online shared memory dependence reduction via bisectional coordination
FSE 2016: Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software EngineeringPages 822–832https://doi.org/10.1145/2950290.2950326Order of shared memory accesses, known as the shared memory dependence, is the cornerstone of dynamic analyses of concurrent programs. In this paper, we study the problem of reducing shared memory dependences. We present the first online software-only ...
- research-articleMarch 2016
Exploiting FIFO Scheduler to Improve Parallel Garbage Collection Performance
VEE '16: Proceedings of the12th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution EnvironmentsPages 109–121https://doi.org/10.1145/2892242.2892248Recent studies have found that parallel garbage collection performs worse with more CPUs and more collector threads. As part of this work, we further investigate this enomenon and find that poor scalability is worst in highly scalable Java applications. ...
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ACM SIGPLAN Notices: Volume 51 Issue 7 - research-articleNovember 2015
Optimistic shared memory dependence tracing
ASE '15: Proceedings of the 30th IEEE/ACM International Conference on Automated Software EngineeringPages 524–534https://doi.org/10.1109/ASE.2015.11Inter-thread shared memory dependences are crucial to understanding the behavior of concurrent systems, as such dependences are the cornerstone of time-travel debugging and further predictive trace analyses. To enable effective and efficient shared ...
- research-articleSeptember 2015
SmartStealing: Analysis and Optimization of Work Stealing in Parallel Garbage Collection for Java VM
PPPJ '15: Proceedings of the Principles and Practices of Programming on The Java PlatformPages 170–181https://doi.org/10.1145/2807426.2807441Parallel garbage collection has been used to speedup the collection process on multicore architectures. Similar to other parallel techniques, balancing the workload among threads is critical to ensuring good overall collection performance. To this end, ...
- ArticleDecember 2013
An Infrastructure Supporting Considerate Sensor Service Provisioning
- Jia Zhang,
- Nimish Radia,
- Zhipeng Li,
- Norman Xin,
- Yuan Ren,
- Prateek Sachdeva,
- Puja Subramanyam,
- Sky Hu,
- Song Luan,
- Lydian Lee,
- Bo Xing,
- Du Li,
- Jordan Cao,
- Ted Selker,
- Bob Iannucci,
- Martin Griss,
- Anthony Rowe
SOCA '13: Proceedings of the 2013 IEEE 6th International Conference on Service-Oriented Computing and ApplicationsPages 69–76https://doi.org/10.1109/SOCA.2013.57The Internet of Things (IoT) aims to integrate the digital world of the Internet with our encompassing physical world. However, existing IoT lacks to provide considerate services, meaning that sensors dynamically "collaborate" to provide context-aware ...
- ArticleSeptember 2013
Design of Harmonic Detection Using Windowed Interpolation FFT Algorithm
IMCCC '13: Proceedings of the 2013 Third International Conference on Instrumentation, Measurement, Computer, Communication and ControlPages 1305–1308https://doi.org/10.1109/IMCCC.2013.290The detection system for harmonic is designed in this paper. The adopted microchip is LPC1114 with the built-in A/D device. The high precision signals of current and voltage are sampled by using the A/D device. The sampling data is analyzed by the ...
- research-articleAugust 2013
E-SmallTalker: A Distributed Mobile System for Social Networking in Physical Proximity
IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume 24, Issue 8Pages 1535–1545https://doi.org/10.1109/TPDS.2012.251Small talk is an important social lubricant that helps people, especially strangers, initiate conversations and make friends with each other in physical proximity. However, due to difficulties in quickly identifying significant topics of common interest,...
- research-articleJune 2013
Thinking Fast and Slow: An Approach to Energy‐Efficient Human Activity Recognition on Mobile Devices
According to Daniel Kahneman, there are two systems that drive the human decision‐making process: The intuitive system that performs the fast thinking, and the deliberative system that does more logical and slower thinking. Inspired by this model, we ...
- ArticleDecember 2012
The Freshman Handbook: A Hint for Server Placement in Online Social Network Services
ICPADS '12: Proceedings of the 2012 IEEE 18th International Conference on Parallel and Distributed SystemsPages 588–595https://doi.org/10.1109/ICPADS.2012.85For new social service providers (freshmen), it is critical to determine where to deploy the computational resources to best accommodate future client requests. Existing proposals on server placement rely on collecting and analyzing request history from ...
- research-articleNovember 2012
A wi-fi based occupancy sensing approach to smart energy in commercial office buildings
BuildSys '12: Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in BuildingsPages 197–198https://doi.org/10.1145/2422531.2422568Buildings account for a considerable part of energy consumption. Prior research has shown that much energy could be saved by using occupancy based building automation techniques. One of the remaining challenges is how to collect real-time occupancy ...
- doctoral_thesisJanuary 2012
Dynamic data race detection and healing
Perpetual availability is an important operational goal in today's computer systems. However, achieving this goal is challenging because modern software systems contain faults that can cause them to fail. For example, multi-threading is widely used in ...
- research-articleOctober 2011
SOS: saving time in dynamic race detection with stationary analysis
OOPSLA '11: Proceedings of the 2011 ACM international conference on Object oriented programming systems languages and applicationsPages 35–50https://doi.org/10.1145/2048066.2048072Data races are subtle and difficult to detect errors that arise during concurrent program execution. Traditional testing techniques fail to find these errors, but recent research has shown that targeted dynamic analysis techniques can be developed to ...
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ACM SIGPLAN Notices: Volume 46 Issue 10 - research-articleSeptember 2011
Deliberation for intuition: a framework for energy-efficient trip detection on cellular phones
UbiComp '11: Proceedings of the 13th international conference on Ubiquitous computingPages 315–324https://doi.org/10.1145/2030112.2030156Trip detection is a fundamental issue in many context-sensitive information services on mobile devices. It aims to automatically recognize significant places and trips between them. The key challenge is how to minimize energy consumption while ...