Enhancing algorithm selection through comprehensive performance evaluation: Statistical analysis of stochastic algorithms

AAH Amin, AM Aladdin, DO Hasan… - Computation, 2023 - mdpi.com
Analyzing stochastic algorithms for comprehensive performance and comparison across
diverse contexts is essential. By evaluating and adjusting algorithm effectiveness across a …

IoV vulnerability classification algorithm based on knowledge graph

J Wang, Y Wang, J Song, H Cheng - Electronics, 2023 - mdpi.com
With the rapid development of smart technologies, the Internet of Vehicles (IoV) is
revolutionizing transportation and mobility. However, the complexity and interconnectedness …

Multi-Programming Language Sandbox for LLMs

S Dou, J Zhang, J Zang, Y Tao, H Jia, S Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce MPLSandbox, an out-of-the-box multi-programming language sandbox
designed to provide unified and comprehensive feedback from compiler and analysis tools …

Predicting dynamic properties of heap allocations using neural networks trained on static code: An intellectual abstract

C Navasca, M Maas, P Maniatis, H Lim… - Proceedings of the 2023 …, 2023 - dl.acm.org
Memory allocators and runtime systems can leverage dynamic properties of heap
allocations–such as object lifetimes, hotness or access correlations–to improve performance …

MicroProf: Code-level Attribution of Unnecessary Data Transfer in Microservice Applications

SSM Tariq, L Menard, P Su, P Roy - ACM Transactions on Architecture …, 2023 - dl.acm.org
The microservice architecture style has gained popularity due to its ability to fault isolation,
ease of scaling applications, and developer's agility. However, writing applications in the …

Graph-Centric Performance Analysis for Large-Scale Parallel Applications

Y Jin, H Wang, R Zhong, C Zhang… - … on Parallel and …, 2024 - ieeexplore.ieee.org
Performance analysis is essential for understanding the performance behaviors of parallel
programs and detecting performance bottlenecks. Whereas, complex interconnections …

CLICK: Integrating Causal Inference and Commonsense Knowledge Incorporation for Counterfactual Story Generation

D Li, Z Guo, Q Liu, L Jin, Z Zhang, K Wei, F Li - Electronics, 2023 - mdpi.com
Counterfactual reasoning explores what could have happened if the circumstances were
different from what actually occurred. As a crucial subtask, counterfactual story generation …

Distributed Single-Source Shortest Path with Only Local Relaxation

J Tang, S Gong, Y Zhang, C Fu, G Yu - Electronics, 2024 - mdpi.com
Finding the shortest path from a source vertex to any other vertices on a graph (single-
source shortest path, SSSP) is used in a wide range of applications. With the rapid …

Prioritising test scripts for the testing of memory bloat in web applications

J Qian, X Zhou, H Zhou - IET Software, 2022 - Wiley Online Library
Memory bloat frequently occurs in web applications. It affects system performance and may
even cause out‐of‐memory crashes. For web applications, testers often do performance …

Accelerating Big Data Application by Eliminating Redundancy on Hadoop Cluster

K Lei, S Du, X You, Z Xuan, H Kong… - 2023 IEEE 29th …, 2023 - ieeexplore.ieee.org
Big data applications are widely adopted to mine valuable information from a tremendous
amount of industry data, which is commonly represented as a series of map-reduce …