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- abstractJune 2024
Scalability Limitations of Processing-in-Memory using Real System Evaluations
- Gilbert Jonatan,
- Haeyoon Cho,
- Hyojun Son,
- Xiangyu Wu,
- Neal Livesay,
- Evelio Mora,
- Kaustubh Shivdikar,
- José L. Abellán,
- Ajay Joshi,
- David Kaeli,
- John Kim
SIGMETRICS/PERFORMANCE '24: Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer SystemsPages 63–64https://doi.org/10.1145/3652963.3655079Processing-in-memory (PIM) has been widely explored in academia and industry to accelerate numerous workloads. By reducing the data movement and increasing parallelism, PIM offers great performance and energy efficiency. A large amount of cores or nodes ...
Also Published in:
ACM SIGMETRICS Performance Evaluation Review: Volume 52 Issue 1 - research-articleFebruary 2024
Scalability Limitations of Processing-in-Memory using Real System Evaluations
- Gilbert Jonatan,
- Haeyoon Cho,
- Hyojun Son,
- Xiangyu Wu,
- Neal Livesay,
- Evelio Mora,
- Kaustubh Shivdikar,
- José L. Abellán,
- Ajay Joshi,
- David Kaeli,
- John Kim
Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), Volume 8, Issue 1Article No.: 5, Pages 1–28https://doi.org/10.1145/3639046Processing-in-memory (PIM), where the compute is moved closer to the memory or the data, has been widely explored to accelerate emerging workloads. Recently, different PIM-based systems have been announced by memory vendors to minimize data movement and ...
- research-articleJanuary 2024
Redactable consortium blockchain based on verifiable distributed chameleon hash functions
Journal of Parallel and Distributed Computing (JPDC), Volume 183, Issue Chttps://doi.org/10.1016/j.jpdc.2023.104777AbstractWith the evolving application demands, the inherent immutability of consortium blockchains hinders their widespread adoption. For example, expired data stored on the chain cannot be deleted, and erroneous data cannot be redacted, seriously ...
Highlights- This paper proposes a verifiable distributed chameleon hash function - VDCH.
- VDCH makes the process of computing hash collisions fault-tolerant.
- This paper proposes a threshold signature-based consensus protocol - CVTSS.
- The ...
- research-articleSeptember 2023
AdaSTopk: Adaptive federated shuffle model based on differential privacy
Information Sciences: an International Journal (ISCI), Volume 642, Issue Chttps://doi.org/10.1016/j.ins.2023.119186AbstractThe shuffle model is a promising federated learning method, which has the advantages of the high accuracy of central federated learning and the high security of local federated learning. Although the shuffle model can well address the privacy ...
- research-articleAugust 2023
TaintGuard: Preventing implicit privilege leakage in smart contract based on taint tracking at abstract syntax tree level
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 141, Issue Chttps://doi.org/10.1016/j.sysarc.2023.102925AbstractSolidity smart contracts play an important role in enabling interactions and collaborations among users in a decentralized blockchain-based community, and their security has received much attention in the industry. One of the most serious ...
- research-articleJune 2023
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset
- Jiaxin Deng,
- Dong Shen,
- Haojie Pan,
- Xiangyu Wu,
- Ximan Liu,
- Gaofeng Meng,
- Fan Yang,
- Tingting Gao,
- Ruiji Fu,
- Zhongyuan Wang
ICMR '23: Proceedings of the 2023 ACM International Conference on Multimedia RetrievalPages 95–104https://doi.org/10.1145/3591106.3592258Video understanding is an important task in short video business platforms and it has a wide application in video recommendation and classification. Most of the existing video understanding works only focus on the information that appeared within the ...
- research-articleSeptember 2021
Real-time Geo-localization Using Satellite Imagery and Topography for Unmanned Aerial Vehicles
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)Pages 2275–2281https://doi.org/10.1109/IROS51168.2021.9636705The capabilities of autonomous flight with unmanned aerial vehicles (UAVs) have significantly increased in recent times. However, basic problems such as fast and robust geo-localization in GPS-denied environments still remain unsolved. Existing research ...
- research-articleJuly 2021
Computational Prediction of N6-methyladenosine (m6A) RNA Methylation in SARS-CoV-2 Viral Transcripts
BIBE2021: The Fifth International Conference on Biological Information and Biomedical EngineeringArticle No.: 11, Pages 1–4https://doi.org/10.1145/3469678.3469689SARS-CoV-2 caused atypical pneumonia (COVID-19) is an ongoing pandemic that seriously threat the global public health. Many people die from this disease with severe symptoms. The most prevalent m6A RNA modification may be involved in by assisting the ...
- research-articleOctober 2020
A collision-resilient aerial vehicle with icosahedron tensegrity structure
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)Pages 1407–1412https://doi.org/10.1109/IROS45743.2020.9341236Aerial vehicles with collision resilience can operate with more confidence in environments with obstacles that are hard to detect and avoid. This paper presents the methodology used to design a collision resilient aerial vehicle with icosahedron ...
- research-articleOctober 2020
In-flight range optimization of multicopters using multivariable extremum seeking with adaptive step size
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)Pages 1545–1550https://doi.org/10.1109/IROS45743.2020.9340762Limited flight range is a common problem for multicopters. To alleviate this problem, we propose a method for finding the optimal speed and heading of a multicopter when flying a given path to achieve the longest flight range. Based on a novel ...
- research-articleMay 2019
Model-free Online Motion Adaptation for Optimal Range and Endurance of Multicopters
2019 International Conference on Robotics and Automation (ICRA)Pages 5650–5656https://doi.org/10.1109/ICRA.2019.8793708In this work we introduce an approach that allows a quadcopter to find the velocity which maximizes its flight time (endurance) or flight distance (range) while moving along a given path, using on-board power measurement. The proposed strategy is based on ...
- research-articleJune 2017
On Quality Trade-off Control for Approximate Computing Using Iterative Training
DAC '17: Proceedings of the 54th Annual Design Automation Conference 2017Article No.: 52, Pages 1–6https://doi.org/10.1145/3061639.3062294Quality control plays a key role in approximate computing to save the energy and guarantee that the quality of the computation outcome satisfies users' requirement. Previous works proposed a hybrid architecture, composed of a classifier for error ...
- research-articleJanuary 2017
Doping of graphene for the application in nano-interconnect
- Xiangyu Wu,
- Inge Asselberghs,
- Maria Politou,
- Antonino Contino,
- Iuliana Radu,
- Cedric Huyghebaert,
- Zsolt Tokei,
- Bart Soree,
- Stefan De Gendt,
- Steven De Feyter,
- Marc Heyns
Microelectronic Engineering (MCEE), Volume 167, Issue CPages 42–46https://doi.org/10.1016/j.mee.2016.10.013Graphene is considered as potential candidate for future nano-interconnects. In this respect we study the Brønsted acid doping effect of single layer graphene (SLG) and few layer graphene (FLG) synthesized by chemical vapor deposition (CVD). A sheet ...
- ArticleJuly 2015
CoseDroid: Effective Computation- and Sensing-Offloading for Android Apps
COMPSAC '15: Proceedings of the 2015 IEEE 39th Annual Computer Software and Applications Conference - Volume 02Pages 632–637https://doi.org/10.1109/COMPSAC.2015.120Smartphone applications are becoming increasingly popular. However, these applications can suffer limited power budgets or malfunctioned sensing issues from their host devices. Computation offloading addresses this issue by delegating local computation ...
- research-articleMarch 2008
Improving Startup Performance for a Medical Image Viewing Application
Combining information from various medical imaging modalities can lead to better diagnoses, treatment planning, and results assessment. If it is done carelessly, it can lead to poor application start-up performance and cause bottlenecks. The authors ...