International Conference of Distributed Computing and Networking最新文献

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ATT-LSTM: An Interpretable Deep Learning Framework for COVID Outbreak Prediction ATT-LSTM:用于 COVID 爆发预测的可解释深度学习框架
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3631959
Neeraj Choudhary, Jimson Mathew, R. Behera, Zenin Easa Panthakkalakath
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引用次数: 0
Concurrent Lock-Free Dynamic Graphs with wait-free snapshots using versioning 使用版本控制的无等待快照并发无锁动态图
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3632510
Gaurav Bhardwaj, Ayaz Ahmed, Sathya Peri
{"title":"Concurrent Lock-Free Dynamic Graphs with wait-free snapshots using versioning","authors":"Gaurav Bhardwaj, Ayaz Ahmed, Sathya Peri","doi":"10.1145/3631461.3632510","DOIUrl":"https://doi.org/10.1145/3631461.3632510","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"38 1","pages":"258-259"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630063","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}
引用次数: 0
K Circle Formation by Swarm Robots on a Grid 蜂群机器人在网格上形成 K 形圆圈
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3632304
Moumita Mondal, Subodh Singh, S. Chaudhuri
{"title":"K Circle Formation by Swarm Robots on a Grid","authors":"Moumita Mondal, Subodh Singh, S. Chaudhuri","doi":"10.1145/3631461.3632304","DOIUrl":"https://doi.org/10.1145/3631461.3632304","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"36 s155","pages":"334-339"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630073","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}
引用次数: 0
Distributed Machine Learning 分布式机器学习
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3632516
Bapi Chatterjee
{"title":"Distributed Machine Learning","authors":"Bapi Chatterjee","doi":"10.1145/3631461.3632516","DOIUrl":"https://doi.org/10.1145/3631461.3632516","url":null,"abstract":"The Web search ranking task has become increasingly important due to the rapid growth of the internet. With the growth of the Web and the number of Web search users, the amount of available training data for learning Web ranking models has also increased. We investigate the problem of learning to rank on a cluster using Web search data composed of 140,000 queries and approximately fourteen million URLs. For datasets much larger than this, distributed computing will become essential, due to both speed and memory constraints. We compare to a baseline algorithm that has been carefully engineered to allow training on the full dataset using a single machine, in order to evaluate the loss or gain incurred by the distributed algorithms we consider. The underlying algorithm we use is a boosted tree ranking algorithm called LambdaMART, where a split at a given vertex in each decision tree is determined by the split criterion for a particular feature. Our contributions are two-fold. First, we implement a method for improving the speed of training when the training data fits in main memory on a single machine by distributing the vertex split computations of the decision trees. The model produced is equivalent to the model produced from centralized training, but achieves faster training times. Second, we develop a training method for the case where the training data size exceeds the main memory of a single machine. Our second approach easily scales to far larger datasets, i.e., billions of examples, and is based on data distribution. Results of our methods on a real-world Web dataset indicate significant improvements in training speed. 4 Large-scale Learning to Rank using Boosted Decision Trees","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"27 s79","pages":"4-7"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630335","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}
引用次数: 0
Security Framework for Non-public 5G Network Deployments 非公开 5G 网络部署的安全框架
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3632513
Arpit Tripathi
{"title":"Security Framework for Non-public 5G Network Deployments","authors":"Arpit Tripathi","doi":"10.1145/3631461.3632513","DOIUrl":"https://doi.org/10.1145/3631461.3632513","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"98 10","pages":"248-249"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630425","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}
引用次数: 0
Binary Pattern Classification with Cellular Automata-based Algorithms 基于细胞自动机算法的二进制模式分类
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3631952
Khitish Kumar Gadnayak, Himanshu Khaitan, Mousumi Saha
{"title":"Binary Pattern Classification with Cellular Automata-based Algorithms","authors":"Khitish Kumar Gadnayak, Himanshu Khaitan, Mousumi Saha","doi":"10.1145/3631461.3631952","DOIUrl":"https://doi.org/10.1145/3631461.3631952","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"25 s59","pages":"406-411"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630484","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}
引用次数: 0
Scalable Real-Time Control in Industrial Cyber-Physical Systems 工业网络物理系统中的可扩展实时控制
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3631474
Md Ashikul Haque, Dali Ismail, Abusayeed Saifullah
{"title":"Scalable Real-Time Control in Industrial Cyber-Physical Systems","authors":"Md Ashikul Haque, Dali Ismail, Abusayeed Saifullah","doi":"10.1145/3631461.3631474","DOIUrl":"https://doi.org/10.1145/3631461.3631474","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"90 7","pages":"353-358"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630532","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}
引用次数: 0
A Network Segmentation Architecture for Flow Aggregation and DDoS Mitigation in SDN Using RAPID Flow Rules 利用 RAPID 流量规则在 SDN 中实现流量聚合和 DDoS 缓解的网络分段架构
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3631561
Himanshu, Kaushik Saha, Payali Das, Swades De
{"title":"A Network Segmentation Architecture for Flow Aggregation and DDoS Mitigation in SDN Using RAPID Flow Rules","authors":"Himanshu, Kaushik Saha, Payali Das, Swades De","doi":"10.1145/3631461.3631561","DOIUrl":"https://doi.org/10.1145/3631461.3631561","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"86 5","pages":"232-241"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630638","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}
引用次数: 0
Maximal Independent Set via Mobile Agents 通过移动代理实现最大独立集
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3631543
Debasish Pattanayak, Subhash Bhagat, S. Chaudhuri, A. R. Molla
{"title":"Maximal Independent Set via Mobile Agents","authors":"Debasish Pattanayak, Subhash Bhagat, S. Chaudhuri, A. R. Molla","doi":"10.1145/3631461.3631543","DOIUrl":"https://doi.org/10.1145/3631461.3631543","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"94 11","pages":"74-83"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630697","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}
引用次数: 0
Integration of ROS and Gazebo Platform using MAVLINK Protocol for Real-Time UAV Applications 使用 MAVLINK 协议集成 ROS 和 Gazebo 平台,实现实时无人机应用
International Conference of Distributed Computing and Networking Pub Date : 2024-01-04 DOI: 10.1145/3631461.3631950
Ashutosh Kumar Jha, Vidyuth Sridhar, Victor Azad, Ram Narayan Yadav, Jagat Rath
{"title":"Integration of ROS and Gazebo Platform using MAVLINK Protocol for Real-Time UAV Applications","authors":"Ashutosh Kumar Jha, Vidyuth Sridhar, Victor Azad, Ram Narayan Yadav, Jagat Rath","doi":"10.1145/3631461.3631950","DOIUrl":"https://doi.org/10.1145/3631461.3631950","url":null,"abstract":"","PeriodicalId":368371,"journal":{"name":"International Conference of Distributed Computing and Networking","volume":"30 3","pages":"394-399"},"PeriodicalIF":0.0,"publicationDate":"2024-01-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139630297","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}
引用次数: 0
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