List of videos

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Anirudha_Karandikar_5_generative_api_microservices Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Welcome and Introduction 0:36 Agenda Overview 1:07 History of Microservices 1:37 Advantages of Microservices 3:03 Microservices Adoption Milestones 3:38 The Problem of API Sprawl 4:00 Challenges of Distributed Development 6:05 Proposed Solution: Centralization 7:17 Defining Standards and Rules 8:22 Programmatic Enforcement and Starter Kits 10:40 Leveraging AI for API Management 12:00 Governance Model in CICD 13:25 Preventing API Duplication at Inception 14:24 Building an AI-Powered API Discovery Tool 15:25 Steps for Effective Data Preparation 15:59 Indexing and Context Building 16:45 Creating a Query Interface 17:06 Generating Detailed Responses 17:49 Simplified Flow of API Discovery 18:22 Leveraging AI for API Documentation 19:33 Automating Documentation Generation 22:15 Strategies to Control Existing API Sprawl 26:16 Conclusion: Transforming API Landscape with AI

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Arsalan_Sheikh_7_ai_python_financial Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction to AI Prototyping with Python 0:57 Essential Skills for AI Development 2:06 Historical Context of Software Development 3:32 The Rise of Gen AI Tools 4:33 Applications of Time Series Analysis 7:25 Methodologies for Building AI Prototypes 7:59 Training AI Models for Prototyping 11:57 Custom GPTs and Practical Implementation 12:45 Building an Algorithmic Trading System 13:27 Training the GPT-40 Model 13:48 Providing Contextual Input 14:09 Developing the Trading Strategy 14:38 Refactoring and Testing the Code 14:52 Data Ingestion and Analysis 18:10 Walkthrough of QuantLab 20:19 Using Visual Studio and GitHub Copilot 22:35 Final Thoughts and Future Directions

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Prakash_Raj_Ojha_33_code_review_automation Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction and Welcome 1:48 The Paradigm Shift in Software Development 3:13 The Need for AI in Code Review 5:01 Key Benefits of AI Driven Code Review 5:54 AI in Quality Assurance 7:14 Quantifying the AI Revolution 8:27 Real World Applications of AI Driven Code Review 8:55 Challenges and Considerations 9:57 The Future of AI Driven Software Development 10:38 Concluding Remarks

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Spiros_Economakis_44_sre_ai_empowering Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction and Speaker Introduction 0:39 Challenges of Incident Management 1:39 The Role of AI in Incident Management 2:32 Real-Life Incident Scenario 3:15 Using Playbooks for Incident Response 4:03 AI-Powered Incident Triage 4:49 Streamlining Communication with AI 5:12 Customer Communication and Investigation 5:58 Starting with Observability Tools 6:14 AI Enhancing Contextual Analysis 6:43 Speeding Up the Investigation Process 7:00 Generating Post-Mortems 7:41 AI's Role in Incident Management 9:16 Key Takeaways and Conclusion

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Sravan_Yella_45_ethical_marketing_innovation Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction to Ethical AI in Marketing 0:15 The AI Revolution in Marketing 1:07 Ethical Dynamics in AI Marketing 1:16 Consumer Behavior and Privacy Concerns 2:03 Disinformation and Misinformation 5:25 Responsible AI Practices 6:32 Impact of AI on Social Media 7:01 Balancing Innovation and Ethics 7:31 Conclusion

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Indika_Wimalasuriya_17_aiops_aws_maintenance Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction to Customer Incidents and AIOps 1:41 Welcome to Incident Management 2024 1:49 Overview of AIOps in AWS 2:28 Implementation Approaches for AIOps 3:41 Challenges in Modern Systems 7:49 Typical AIOps Implementation 10:50 Goals and Benefits of AIOps 13:31 Introduction to Observability and AIOps 13:41 AWS CloudWatch Capabilities 14:10 Building Dashboards and Insights 14:31 Digital Experience Monitoring 14:47 Metric and Log Anomaly Detection 15:34 AI-Driven Insights with CloudWatch 16:02 Summary of CloudWatch Capabilities 17:11 Data Lake Approach for AIOps 18:11 Data Processing and Machine Learning 20:14 DevOps Guru for Cloud Operations 23:23 Key Strategies for AIOps Implementation 26:22 Conclusion and Final Thoughts

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Rajesh_Kolli_36_ai_utility_operations Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction to Utility Management Systems 1:04 Overview of CIS and Its Importance 3:17 Challenges with Legacy CIS Systems 4:56 Benefits of Upgrading CIS Systems 7:17 Key Components of CIS Upgrades 8:23 Analyzing Data from Meters and IoT Devices 8:35 Integration Capabilities of CI Systems 9:08 Real-Time Analytics and Operational Insights 10:03 Security and Compliance in CI Systems 10:48 CIS Upgrade Process Overview 11:29 Phased Implementation and Training 13:06 Tangible Outcomes of CIS Upgrades 14:31 Future-Proofing Utility Operations 15:07 Conclusion and Strategic Benefits 16:08 Final Thoughts and Q&A

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Praveen_Kumar_34_life_annuities_ai Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction and Agenda Overview 1:34 Industry Context and Challenges 3:39 AI and ML in Claims Processing 5:34 Operational Efficiency with AI 6:57 AI in Consumer Behavior Analysis 7:07 Understanding AI's Role in Pattern Recognition 9:20 Enhancing Customer Satisfaction with AI 10:29 Key Benefits of AI and ML Integration 11:30 Real-World Case Studies and Success Stories 12:34 Roadmap for AI and ML Adoption 14:13 Conclusion: The Transformative Impact of AI

Read the abstract ➤ https://www.conf42.com/Incident_Management_2024_Samikya_Reddy_41_zero_trust_cyber Other sessions at this event ➤ https://www.conf42.com/im2024 Support our mission ➤ https://www.conf42.com/support Join Discord ➤ https://discord.gg/mvHyZzRGaQ Chapters 0:00 Introduction to Zero Trust Architecture 1:02 The Need for Zero Trust 2:17 Core Principles of Zero Trust 3:48 Traditional Security vs. Zero Trust 5:08 Implementing Zero Trust 6:36 AI and Policy Enforcement Points 7:13 Implementation Strategies for Zero Trust 8:33 Challenges and Considerations 10:03 Future of Zero Trust Architecture 11:29 Case Studies and Industry Trends 12:13 Conclusion: Embracing Zero Trust