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- research-articleSeptember 2024
Development and Performance Evaluation of a Computer-Aided Decision-Making System for Air Traffic Control
CTCNet '24: Proceedings of the 2024 Asia Pacific Conference on Computing Technologies, Communications and NetworkingPages 149–153https://doi.org/10.1145/3685767.3685978This paper introduces the development and evaluation process of a computer-aided decision-making system designed for air traffic control (ATC). The system employs a distributed architecture comprising four main layers: data collection, processing, ...
- research-articleJuly 2024JUST ACCEPTED
A NUMA-Aware Version of an Adaptive Self-Scheduling Loop Scheduler
ACM Transactions on Architecture and Code Optimization (TACO), Just Accepted https://doi.org/10.1145/3680549Parallelizing code in a shared-memory environment is commonly done utilizing loop scheduling (LS) in a fork-join manner as in OpenMP. This manner of parallelization is popular due to its ease to code, but the choice of the LS method is important when the ...
- short-paperJuly 2024
The DEBS 2024 Grand Challenge: Telemetry Data for Hard Drive Failure Prediction
DEBS '24: Proceedings of the 18th ACM International Conference on Distributed and Event-based SystemsPages 223–228https://doi.org/10.1145/3629104.3672538The DEBS Grand Challenge (GC) is a programming competition integrated into the annual ACM International Conference on Distributed and Event-Based Systems (DEBS) since DEBS 2011. The DEBS GC 2024 edition focuses on analyzing real-world telemetry data ...
- articleJune 2024
Exploiting Container-Based Microservices forReliable Smart Mobility Applications
ACM SIGAda Ada Letters (SIGADA), Volume 43, Issue 2Pages 52–56https://doi.org/10.1145/3672359.3672365Smart mobility is emerging, addressing heterogeneous scenarios with high impact on technology infrastructures, solutions, and people. Safety and availability are mandatory, forcing the design of new reliable services for localization, health monitoring ...
- research-articleAugust 2024
Can Large Language Models Write Parallel Code?
HPDC '24: Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed ComputingPages 281–294https://doi.org/10.1145/3625549.3658689Large language models are increasingly becoming a popular tool for software development. Their ability to model and generate source code has been demonstrated in a variety of contexts, including code completion, summarization, translation, and lookup. ...
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- research-articleMay 2024
Accelerating ML Workloads using GPU Tensor Cores: The Good, the Bad, and the Ugly
ICPE '24: Proceedings of the 15th ACM/SPEC International Conference on Performance EngineeringPages 178–189https://doi.org/10.1145/3629526.3653835Machine Learning (ML) workloads generally contain a significant amount of matrix computations; hence, hardware accelerators for ML have been incorporating support for matrix accelerators. With the popularity of GPUs as hardware accelerators for ML, ...
- keynoteMay 2024
What does Performance Mean for Large Language Models?
ICPE '24: Proceedings of the 15th ACM/SPEC International Conference on Performance EngineeringPage 118https://doi.org/10.1145/3629526.3649130In the last decade there has been a significant leap in the capability of foundation AI models, largely driven by the introduction and refinement of transformer-based machine learning architectures. The most visible consequence of this has been the ...
- research-articleApril 2024
Queuing Network Models of Multiservice RANs
ACM Transactions on Modeling and Performance Evaluation of Computing Systems (TOMPECS), Volume 9, Issue 2Article No.: 7, Pages 1–26https://doi.org/10.1145/3649307In this article, we present a new queuing network model for the analysis of a portion of a radio access network (RAN) comprising macro cell base stations (BSs) and small cell BSs offering “streaming” and “elastic” services. Streaming services require a ...
- surveyApril 2024
A Systematic Literature Review on Maintenance of Software Containers
ACM Computing Surveys (CSUR), Volume 56, Issue 8Article No.: 193, Pages 1–38https://doi.org/10.1145/3645092Nowadays, cloud computing is gaining tremendous attention to deliver information via the internet. Virtualization plays a major role in cloud computing as it deploys multiple virtual machines on the same physical machine and thus results in improving ...
- posterMay 2024
Profiling vs Static Analysis: The Impact on Precision Tuning
SAC '24: Proceedings of the 39th ACM/SIGAPP Symposium on Applied ComputingPages 446–448https://doi.org/10.1145/3605098.3636080In this study, we compare two different approaches to precision tuning --- worst-case static annotation, and profile-guided annotation. We propose and implement a profile-guided approach in an existing precision tuning tool TAFFO. In comparison to the ...
- research-articleMarch 2024
Breast cancer diagnosis through an optimization‐driven multispectral gamma correction (ODMGC)
International Journal of Adaptive Control and Signal Processing (ACSP), Volume 38, Issue 6Pages 2178–2199https://doi.org/10.1002/acs.3798SummaryThe Optimization‐Driven Multispectral Gamma Correction (ODMGC) algorithm overcomes challenges in gathering subtle information and detecting cancer in dense breast thermograms. This algorithm enhances the accuracy of true positives and true ...
- research-articleJune 2024
An Anonymous Authentication Protocol Based on Blind Signature for Internet of Things
ICMLC '24: Proceedings of the 2024 16th International Conference on Machine Learning and ComputingPages 73–79https://doi.org/10.1145/3651671.3651724This paper proposes an anonymous authentication protocol based on blind signature for the Internet of Things (IoTs), which is proposed to provide protection for the identity information of the node while ensuring the legitimacy of the identity ...
- research-articleJuly 2024
Investigation of crypto-algorithms for Stability Assessment
- Rohini Hongal,
- Supriya Katwe,
- Sanjana Katawe,
- Priyanka Raykar,
- Rakshita Patil,
- Ranjita Shirol,
- Prabha Nissimagoudar,
- Gireesh M,
- Basawaraj,
- Nalini Iyer
Procedia Computer Science (PROCS), Volume 237, Issue CPages 389–396https://doi.org/10.1016/j.procs.2024.05.119AbstractPerformance evaluation plays a vital role in the field of cryptography. It is essential to assess the security, efficiency, and suitability of different algorithms in various applications. By evaluating the performance of cryptography algorithms, ...
- research-articleJuly 2024
URL-Based Sentiment Analysis of Product Reviews Using LSTM and GRU
Procedia Computer Science (PROCS), Volume 235, Issue CPages 1814–1823https://doi.org/10.1016/j.procs.2024.04.172AbstractWith the fast growth of online content and social media platforms, the amount of user- generated data available in the form of product evaluations, social media postings, and online debates has rapidly expanded. It has become essential for ...
- research-articleJuly 2024
EmoCNN: Unleashing Human Emotions with Customized CNN Using Different Optimizers
Procedia Computer Science (PROCS), Volume 235, Issue CPages 1310–1318https://doi.org/10.1016/j.procs.2024.04.124AbstractA key development towards enhancing computer-human interaction is emotion recognition. This publication describes a technique called EmoCNN, which uses deep learning techniques to precisely identify and classify human emotions, emphasizing ...
- research-articleJuly 2024
The performance evaluation of teaching reform based on hierarchical multi-task deep learning
International Journal of Information Technology and Management (IJITM), Volume 23, Issue 3-4Pages 318–329https://doi.org/10.1504/ijitm.2024.139574The research goal is to solve the problems of low accuracy and long time existing in traditional teaching reform performance evaluation methods, a performance evaluation method of teaching reform based on hierarchical multi-task deep learning is ...
- research-articleApril 2024
Performance evaluation of higher education management under the background of knowledge management
International Journal of Web Engineering and Technology (IJWET), Volume 19, Issue 1Pages 88–105https://doi.org/10.1504/ijwet.2024.138120In view of the shortcomings of the accuracy and objectivity of the current higher education management performance evaluation methods under the background of KM, this paper studied and constructed the education management performance evaluation model. On ...
- research-articleJanuary 2024
TODIM-GRA technique for performance evaluation of financial management in provincial colleges under 2-tuple linguistic Pythagorean fuzzy sets
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 46, Issue 1Pages 1315–1328https://doi.org/10.3233/JIFS-234212Higher provincial education is a very important component of higher education, and it will become a key focus of the higher education development in the future. The purpose of performance evaluation of financial management in provincial colleges is to ...
- research-articleJanuary 2024
Extended technique for interval-valued intuitionistic fuzzy MAGDM and applications to performance evaluation of intangible assets operation and management in sports events
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 46, Issue 1Pages 879–890https://doi.org/10.3233/JIFS-233465From a management perspective, performance is the desired outcome of an organization, and it is an effective output that an organization exhibits at different levels to achieve its goals. Sports event performance refers to the results and effects ...
- research-articleJanuary 2024
The Beta Anomaly and Mutual Fund Performance
We find evidence for the beta anomaly in mutual fund performance. This anomaly is not accounted for in the standard four-factor framework, nor by the addition of a betting-against-beta factor to the benchmark model. We identify the active component of ...