“A gRPCbased Chat Application with AI Integration”
Article No.: 113, Pages 1 - 5
Abstract
The chat application we propose in this research paper integrates artificial intelligence to improve the user experience and supports broadcasting and personal messaging using the gRPC framework. Particularly, during chats, our AI component helps users with various activities such as searching the web and looking up dictionary terms. The usage of gRPC for effective and quick communication between clients and servers and the use of AI for intelligent help are highlighted in our description of the architecture and design of our chat application. Through our studies, we are able to greatly increase user engagement and conversation quality by introducing AI capabilities. Together with the integration of gRPC and AI, the paper covers the architecture and design of the chat application.
References
[1]
R. Biswas, X. Lu and D. K. Panda, "Accelerating TensorFlow with Adaptive RDMA-Based gRPC," 2018 IEEE 25th International Conference on High Performance Computing (HiPC), Bengaluru, India, 2018, pp. 2-11.
[2]
Jamzuri ER, Mandala H, Analia R, Susanto S. Cloud-Based Architecture for YOLOv3 Object Detector using gRPC and Protobuf. Jurnal Teknik Elektro. 2022 Jul 20;14(1):18-23.
[3]
de Matos FF, Rego PA, Trinta FA. Secure computational offloading with grpc: A performance evaluation in a mobile cloud computing environment. InProceedings of the 11th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications 2021 Nov 22 (pp. 45-52).
[4]
Nimpattanavong C, Khan I, Van Nguyen T, Thawonmas R, Choensawat W, Sookhanaphibarn K. Improving Data Transfer Efficiency for AIs in the DareFightingICE using gRPC. arXiv preprint arXiv:2303.10001. 2023 Mar 11.
[5]
Zhao Yuhao, "Design and development of distributed remote procedure call framework based on Grpc [J]", Modem Information Technology, vol. 5, no. 04, pp. 88-92, 2021
[6]
Kong Haifeng, "Design and Implementation of Distributed RPC Framework [D]", Wuhan: Huazhong University of Science and Technology, 2018.
[7]
gRPC - A High-Performance Open-Source Universal RPC Framework, 2018, [online] Available: http.//www.gRPC.io/.
[8]
Singh, U. P., Saxena, V., Kumar, A., Bhari, P., & Saxena, D. (2022, December). Unraveling the Prediction of Fine Particulate Matter over Jaipur, India using Long Short-Term Memory Neural Network. In Proceedings of the 4th International Conference on Information Management & Machine Intelligence (pp. 1-5).
[9]
Kumar, A., Bhari, P. L., Singh, U. P., & Saxena, V. (2022, December). Comparative Study of different Machine Learning Algorithms to Analyze Sentiments with a Case Study of Two Person's Microblogs on Twitter. In Proceedings of the 4th International Conference on Information Management & Machine Intelligence (pp. 1-6).
[10]
Saxena, V., Saxena, D., & Singh, U. P. (2022, December). Security Enhancement using Image verification method to Secure Docker Containers. In Proceedings of the 4th International Conference on Information Management & Machine Intelligence (pp. 1-5).
[11]
Chauhan, M., Malhotra, R., Pathak, M., & Singh, U. P. (2012). Different aspects of cloud security. International Journal of Engineering Research and Applications, 2, 864-869.
[12]
Mittal, A. K., Singh, U. P., Tiwari, A., Dwivedi, S., Joshi, M. K., & Tripathi, K. C. (2015). Short-term predictions by statistical methods in regions of varying dynamical error growth in a chaotic system. Meteorology and Atmospheric Physics, 127, 457-465.
[13]
Singh, U. P., Mittal, A. K., Dwivedi, S., & Tiwari, A. (2015). Predictability study of forced Lorenz model: an artificial neural network approach. History, 40(181), 27-33.
[14]
Singh, U. P., Mittal, A. K., Dwivedi, S., & Tiwari, A. (2020). Evaluating the predictability of central Indian rainfall on short and long timescales using theory of nonlinear dynamics. Journal of water and Climate Change, 11(4), 1134-1149.
[15]
Singh, U., Pathak, M., Malhotra, R., & Chauhan, M. (2012). Secure communication protocol for ATM using TLS handshake. Journal of Engineering Research and Applications (IJERA), 2(2), 838-948.
[16]
Singh, U. P., & Mittal, A. K. (2021). Testing reliability of the spatial Hurst exponent method for detecting a change point. Journal of Water and Climate Change, 12(8), 3661-3674.
[17]
Tiwari, A., Mittal, A. K., Dwivedi, S., & Singh, U. P. (2015). Nonlinear time series analysis of rainfall over central Indian region using CMIP5 based climate model. Climate Change, 1(4), 411-417.
Recommendations
Application of Artificial Intelligence Technology in Smart Tourism
AICSconf '21: 2021 2nd Artificial Intelligence and Complex Systems ConferenceWith the advent of the information technology era, artificial intelligence has developed rapidly and is widely used in all walks of life, thereby promoting innovation and change and industrial development. As an important tourist country, China has many ...
User Experience Design for Defense Systems with AI
Intelligent Human Computer InteractionAbstractAs artificial intelligence (AI) is applied at an increasing frequency in various fields, the number of studies on the user experience (UX) design of human-AI interaction is also increasing. However, the results of these studies on AI UX design ...
The Application of Artificial Intelligence in Mobile Learning
ICSEM '10: Proceedings of the 2010 International Conference on System Science, Engineering Design and Manufacturing Informatization - Volume 01This paper research the application of artificial intelligence in mobile learning. In the first place, this paper analyse the meaning of mobile learning and artificial intelligence, make them clear to people. In the second place, explain the ...
Comments
Information & Contributors
Information
Published In
November 2023
1215 pages
ISBN:9798400709418
DOI:10.1145/3647444
Copyright © 2023 ACM.
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Published: 13 May 2024
Check for updates
Author Tags
Qualifiers
- Research-article
- Research
- Refereed limited
Conference
ICIMMI 2023
ICIMMI 2023: International Conference on Information Management & Machine Intelligence
November 23 - 25, 2023
Jaipur, India
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 29Total Downloads
- Downloads (Last 12 months)29
- Downloads (Last 6 weeks)4
Reflects downloads up to 05 Mar 2025
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign inFull Access
View options
View or Download as a PDF file.
PDFeReader
View online with eReader.
eReaderHTML Format
View this article in HTML Format.
HTML Format