On the Design of a Long Range WSN for Precision Irrigation
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2017.2776859
Abstract: This research presents a WSN computer system model applied to precision irrigation, specifically for conditions in which sensor nodes may be located far from the coordinator. The proposed model is based on a tailored hardware… read more here.
Keywords: system; underline underline; model; sensor nodes ... See more keywords
STONNE: Enabling Cycle-Level Microarchitectural Simulation for DNN Inference Accelerators
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Computer Architecture Letters"
DOI: 10.1109/lca.2021.3097253
Abstract: The design of specialized architectures for accelerating the inference procedure of Deep Neural Networks (DNNs) is a booming area of research nowadays. While first-generation rigid accelerator proposals used simple fixed dataflows tailored for dense DNNs,… read more here.
Keywords: level microarchitectural; dnn; underline underline; cycle level ... See more keywords
UAVM: Towards Unifying Audio and Visual Models
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3224688
Abstract: Conventional audio-visual models have independent audio and video branches. In this work, we unify the audio and visual branches by designing a Unified Audio-Visual Model (UAVM). The UAVM achieves a new state-of-the-art audio-visual event classification… read more here.
Keywords: underline underline; audio visual; towards unifying; visual models ... See more keywords
A Novel Negative-Transfer-Resistant Fuzzy Clustering Model With a Shared Cross-Domain Transfer Latent Space and its Application to Brain CT Image Segmentation
Sign Up to like & getrecommendations! Published in 2021 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2019.2963873
Abstract: Traditional clustering algorithms for medical image segmentation can only achieve satisfactory clustering performance under relatively ideal conditions, in which there is adequate data from the same distribution, and the data is rarely disturbed by noise… read more here.
Keywords: underline underline; transfer resistant; model; transfer ... See more keywords
Enhancing Reliability of Emerging Memory Technology for Machine Learning Accelerators
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Emerging Topics in Computing"
DOI: 10.1109/tetc.2020.2984992
Abstract: An efficient and reliable Multi-Level Cell (MLC) Spin-Transfer Torque Random Access Memory (STT-RAM) is proposed based on a Drop-And-Rearrange Approach, called DARA. Since CNN models are rather robust, less important bits are dropped, allowing important… read more here.
Keywords: underline underline; memory; reliability emerging; enhancing reliability ... See more keywords
Macroscopic-and-Microscopic Rain Streaks Disentanglement Network for Single-Image Deraining
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2023.3272173
Abstract: Single-image deraining aims to restore the image that is degraded by the rain streaks, where the long-standing bottleneck lies in how to disentangle the rain streaks from the given rainy image. Despite the progress made… read more here.
Keywords: underline underline; network; rain streaks; single image ... See more keywords
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2019.2947055
Abstract: The join operations, including both equi and non-equi joins, are essential to the complex data analytics in the big data era. However, they are not inherently supported by existing DSPEs (Distributed Stream Processing Engines). The… read more here.
Keywords: adaptive join; join algorithm; underline underline; join ... See more keywords
Deployment of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2020.3012791
Abstract: This paper considers the fundamental problem of deployment of Unmanned Aerial VehIcles for aniSotropic monItoring Tasks (VISIT), that is, given a set of objects with determined coordinates and directions in 2D area, deploy a fixed… read more here.
Keywords: mml; underline underline; unmanned aerial; anisotropic monitoring ... See more keywords
FA-GNN: Filter and Augment Graph Neural Networks for Account Classification in Ethereum
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2022.3166655
Abstract: As the first blockchain platform supporting smart contracts, Ethereum has become increasingly popular in recent years and generates a massive number of transaction records. Nowadays, millions of accounts in Ethereum have been reported to participate… read more here.
Keywords: transaction; underline underline; classification; bold underline ... See more keywords
ARARAT: A Collaborative Edge-Assisted Framework for HTTP Adaptive Video Streaming
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Network and Service Management"
DOI: 10.1109/tnsm.2022.3210595
Abstract: With the ever-increasing demands for high-definition and low-latency video streaming applications, network-assisted video streaming schemes have become a promising complementary solution in the HTTP Adaptive Streaming (HAS) context to improve users’ Quality of Experience (QoE)… read more here.
Keywords: underline underline; network; video streaming; video ... See more keywords
ETICA: Efficient Two-Level I/O Caching Architecture for Virtualized Platforms
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2021.3066308
Abstract: In recent years, increased I/O demand of Virtual Machines (VMs) in large-scale data centers and cloud computing has encouraged system architects to design high-performance storage systems. One common approach to improving performance is to employ… read more here.
Keywords: underline underline; virtualized platforms; cache; performance ... See more keywords