Topic
machine-learning
Research topic machine-learning: 23 papers by Naser Ezzati-Jivan, with summaries, citations, and source links.
- TraceSynth: Generating Production-Quality Kernel Traces with Constraint-Guided Diffusion Models (2026)
- AI Video Retrieval: A Semantic Search & Timestamp Alignment System (2025)
- Efficient Detection of Communication-related Performance Anti-patterns in Microservices (2025)
- Energy Consumption Analysis of Large Language Models Across CPU and GPU Using Diverse Metric Types (2025)
- Multi-Dimensional Bias Analysis in LLMs Using Hierarchical and Interaction Models (2025)
- SynthLogAI: Generative AI for Synthetic Linux Log Generation and Evaluation (2025)
- A Two-Tiered Framework for Anomaly Classification in IoT Networks Utilizing CNN-BiLSTM Model (2024)
- An Adaptive Logging System (ALS): Enhancing Software Logging with Reinforcement Learning Techniques (2024)
- Assessing Predictive Models for Energy Consumption Across Varied Software Environments (2024)
- Decoding Log Parsing Challenges: A Comprehensive Taxonomy for Actionable Solutions (2024)
- MemAdapt: Adaptive Monitoring of Memory Usage Through Irregularly Sampled Data (2024)
- Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge (2024)
- CNN-BiLSTM-Based Classification of RPL Attacks in IoT Smart Grid Networks (Industry Track) (2023)
- EMD-SCS: A Dynamic Behavioral Approach for Early Malware Detection with Sonification of System Call Sequences (2023)
- Identification and Classification of JMH Microbenchmark States using Time Series Analysis (2023)
- Software Mining - Investigating Correlation between Source Code Features and Michrobenchmark's Steady State (2023)
- Uncovering Steady State Executions in Java Microbenchmarking with Call Graph Analysis (2023)
- Deep Learning Driven Anomaly Based Intrusion Detection System for IoT: Poster Abstract (2022)
- Malware System Calls Detection Using Hybrid System (2021)
- The Use of Anomaly Detection for the Detection of Different Types of DDoS Attacks in Cloud Environment (2021)
- Multi-level Host-based Intrusion Detection System for Internet of Things (2020)
- Machine Learning-Based EDoS Attack Detection Technique Using Execution Trace Analysis (2019)
- New Approach for Automated Categorizing and Finding Similarities in Online Persian News (2010)