Yiran Xiao, Wei Quan, Huachun Zhou, Mingyuan Liu, Kang Liu
{"title":"Lightweight Natural Language Driven Intent Translation Mechanism for Intent Based Networking","authors":"Yiran Xiao, Wei Quan, Huachun Zhou, Mingyuan Liu, Kang Liu","doi":"10.1109/icccs55155.2022.9845995","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9845995","url":null,"abstract":"Intent-based networking (IBN) simplifies tedious network configuration. It allows users without network expertise to configure the network. Users only need to care about what is needed, without describing its implementation. This paper proposes a lightweight natural language-driven intent translation mechanism. This mechanism realizes the translation and delivery of user intent at multiple service levels. Compared with the existing intent translation mechanism, the advantages of this mechanism include the following three points: (1) It depends on flexible natural language and is not limited to a specific structure. (2) It does not require excessive user configuration, which uses the network topology collected by the ONOS controller to automatically configure network parameters. (3) It has a learning function. As the translation work progresses, the knowledge base is continuously supplemented to improve the translation accuracy. In our experimental environment and dataset, the intent translation mechanism has a high translation accuracy rate, and the average translation time remains around 0.02s when the input set size is 200 bytes.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125401595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"On the Energy Constrained Data Collection in Multi-UAV-enabled Wireless Sensor Networks","authors":"Guang Yang, Y. Liu, Xiaolong Lan, Qingchun Chen","doi":"10.1109/icccs55155.2022.9846178","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846178","url":null,"abstract":"In this paper, we studied the energy constrained path planning of the multiple unmanned aerial vehicle (UAV) based data collection from massive energy constrained ground sensors to fulfill the remote monitoring of large area. In order to prolong the lifetime of all deployed ground sensors, UAVs are assumed to fly from a given starting point to traverse all sensor node till they arrive at a predefined destination location to offload the collected data for processing. With these constraints we formulate the multi-UAV trajectory optimization problem subject to energy consumption constraint by every UAV and show that it is a multiple traveling salesman problem (mTSP) problem. In order to simplify the analysis, node partitioning strategy was presented to simplify the mTSP problem into conventional TSP problem. Our analysis unveils that, the proposed node partitioning strategy provides us an efficient analysis framework to fulfill the data collection job with balanced flight distance by every single UAV, regardless of whether the balanced load requirement presents or not.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125593706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhao Ting, Yang Lin, Liang Jishen, Chengxiang Zhang
{"title":"A High Quality Time-Frequency Analysis Method","authors":"Zhao Ting, Yang Lin, Liang Jishen, Chengxiang Zhang","doi":"10.1109/icccs55155.2022.9846701","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846701","url":null,"abstract":"Wigner-Ville distribution (WVD) time-frequency analysis method has an advantage on time-frequency resolution characteristic. However, the method has deficiency on cross term interference and cannot accurately reflect the time-frequency distribution characteristic of signals when analyzing multi-component signals, which limits the practicability of the method. Due to this reason, this thesis proposes the method on high-resolution time-frequency analysis, which combines of smoothed pseudo Wigner-Ville distribution (SPWVD) and WVD by applying SPWVD that has no cross term interference. The algorithm initially binarizes the result of SPWVD signal to be analyzed, then performs matrix operation with the WVD result, and suppress the cross term interference by utilizing the filtering mutual cancellation effect between them, which realizes a satisfied time-frequency analysis results finally. The experimental result shows that the proposed method can effectively remove the cross term interference of multi-component signal, improve the time-frequency aggregation of signal analysis result, restore the real time-frequency distribution of multi-component signal.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130381681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zheng Jiang, Yang Xu, Yanyan Xu, Dengfeng Ke, Kaile Su
{"title":"CM-CIF: Cross-Modal for Unaligned Modality Fusion with Continuous Integrate-and-Fire","authors":"Zheng Jiang, Yang Xu, Yanyan Xu, Dengfeng Ke, Kaile Su","doi":"10.1109/icccs55155.2022.9846612","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846612","url":null,"abstract":"The purpose of Audio-Visual Speech Recognition is to identify the content of the spoken sentence by extracting the lip movement features and acoustic features from an input video file containing a person's conversation. Although the current audio-visual fusion models solve the problem of inconsistency in the time length of different modalities to a certain extent, the fusion of the modalities may cause acoustic boundary ambiguity. To better solve this problem, in this paper, we propose a model named Cross-Modal Continuous Integrate-and-Fire (CM-CIF). The model integrates cross-modal information to the accumulated weight so that the acoustic boundary can be located more accurate. We use the Transformer-seq2seq model as the baseline and test CM-CIF on the public datasets LRS2 and LRS3. Experimental results show that CM-CIF achieves a competitive performance.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130343814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Joint Routing and Scheduling for CQF","authors":"Yang Liu, Zongrong Cheng, Jie Ren, Dong Yang","doi":"10.1109/icccs55155.2022.9846349","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846349","url":null,"abstract":"Cyclic Queuing and Forwarding (CQF, a.k.a IEEE 802.1Qch) has been proposed to satisfy the demands of predictable deterministic latency only related to the number of hops. However, IEEE 802.1Qch only introduces the principle and working mechanism of CQF. There are still many open problems worth exploring to make CQF practical in real dynamic application scenarios. To achieve deterministic end-to-end latency by efficiently allocating the real flows with limited bandwidth resources, this paper proposes a reinforcement learning based joint routing and scheduling algorithm. We transform the CQF into formulated model and orchestrate path in consideration of hardware resources and latency requirements to accommodate more scheduled flows. Experimental results show that the proposed algorithm can achieve good performance in transmission stability and latency certainty than RIP.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131017486","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Implementation of a High-precision TIME-aware Shaper in TSN","authors":"Yunsong Peng, Jie Ren, Kai Gong","doi":"10.1109/icccs55155.2022.9845921","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9845921","url":null,"abstract":"Time-sensitive networking (TSN) is a new industrial communication technology being actively promoted by the international industry. The deterministic transmission of time-triggered (TT) traffic in TSN is guaranteed by Time-aware shaper (TAS), which is defined in IEEE 802.1Qbv. However, if the TSN technology needs to be applied to the existing network environment, the deterministic transmission is difficult to achieve. This paper designs and implements a TAS to realizes deterministic transmission of TT streams in TSN. Experimental results show that the proposed TAS can achieve good shaping effects and can meet the transmission requirements of the TT streams.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129449462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jingsheng Jiang, Yiwei Zhu, Xianzhi Yang, Jian Xu, Yao Xie
{"title":"The Research on Secure Communication Scheme Based on Double Ratchet Algorithm with Forward Secrecy for IoT Perception Layer Device","authors":"Jingsheng Jiang, Yiwei Zhu, Xianzhi Yang, Jian Xu, Yao Xie","doi":"10.1109/icccs55155.2022.9846271","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846271","url":null,"abstract":"The security threat is analyzed for the IoT perception layer device, the anatomy of the thread shows the forward secrecy is necessary for IoT perception layer devices communication. A secure communication scheme enhanced by double ratchet algorithm is proposed and analyzed in this paper, the result shows that the scheme can improve the secure level of the communication between the IoT perception layer device and the IoT host device.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129414710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Reading between the lines: A hybrid RNN architecture to detect prejudice in movies","authors":"Shahana Nandy, Ankith Suresh","doi":"10.1109/icccs55155.2022.9846573","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846573","url":null,"abstract":"Watching movies is considered the most popular pastime today. Keeping in mind research that has indicated that adolescents imbibe social behavior from movies, we propose a hybrid deep learning model to detect the degree of prejudice (sexism, racism, ableism, xenophobia, homophobia etc) in movies. Using a stacked bi-LSTM and XGBoost model to make predictions, we compared the percentage of prejudice in movies from two time periods (1975-2000 and 2001-2020). Further, we compared animated movies from production houses like Disney, Pixar with movies often rated R or PG-18 by Motion Picture Content Rating Boards. The results showed that the percentage of prejudice has been significantly reduced in the newer decades, and that, surprisingly, movies intended for a younger target audience, on average, perpetuate more prejudice than those meant for late teenagers and adults.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132901389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Joint Optimization Algorithm for Two-Dimensional Microphone Array Estimation","authors":"Ruijun Li, M. Liang","doi":"10.1109/icccs55155.2022.9846147","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846147","url":null,"abstract":"The traditional single microphone can only process the speech signal in the time domain or frequency domain, while the microphone array system introduces the spatial information of the sound source and has a wide range of applications. However, in practical applications, a model of the microphone array is required, which greatly limits the randomness of the microphone array. Although the microphone array can be estimated from the sound source array, it is necessary to know the coordinate information of the sound source relative to the reference microphone. In this paper, a new generalized weighting function (GCC-SPγβ) is adopted to reduce the influence of noise on delay estimation. We also propose a Microphone Joint Optimization Algorithm (MJOA) to invert the localization of microphones by using an array of sound sources. The algorithm builds a mathematical model through a delay estimation algorithm and solves the entire system of equations by introducing each unknown microphone. In this paper, the virtual sound source method is used, and the indoor impulse response of the indoor sound field is established by MATLAB simulation, and the two-dimensional simulation of the sound source is carried out. The experimental results show that the improved algorithm is more robust than the spherical interpolation algorithm (SIA). It has certain practical application value.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133044154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Qasim Jan, Shahid Hussain, Zechen Liu, Zhiwen Pan, Nan Liu, X. You
{"title":"Improved Partitioned Fast-SSC-Flip Decoding for Polar Codes","authors":"Qasim Jan, Shahid Hussain, Zechen Liu, Zhiwen Pan, Nan Liu, X. You","doi":"10.1109/icccs55155.2022.9846207","DOIUrl":"https://doi.org/10.1109/icccs55155.2022.9846207","url":null,"abstract":"The error correction performance of the polar codes under successive cancellation (SC) decoding is unsatisfactory for the finite code lengths. The SC-flip is introduced to improve the error correction performance of SC decoding. The SC-flip decoding considers the absolute log-likelihood ratios of the entire nonfrozen bits to identify wrong decisions. Moreover, its error correction performance cannot outperform the cyclic redundancy check-aided SC-list (L = 2). In this work, we propose an error-prone flipping list (FL) by incorporating the indices that are observed based on channel-induced error distribution and the first bit of each Rate-1 node, thus substantially narrowing down the search span for the identification of the first erroneous location. Furthermore, we merge the partitioned SC-flip idea with the high-speed SC-flip decoders and propose an improved partitioned fast-SSC-flip (PFSSC-flip) decoder. Simulation results show that at SNR = 3dB, the improved PFSSC-flip has 0.8dB and 0.25dB gains over fast-SSC and fast-SSC-flip decoders, respectively.","PeriodicalId":121713,"journal":{"name":"2022 7th International Conference on Computer and Communication Systems (ICCCS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116492067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}