James Davis – Medium

James Davis

FAIL: Analyzing Software Failures from the News Using LLMs

This is a brief for the research paper “FAIL: Analyzing Software Failures from the News Using LLMs”, published at the IEEE/ACM 2024…

Nov 9

FAIL: Analyzing Software Failures from the News Using LLMs

Nov 9

Pruning One More Token is Enough

This is a brief for the research paper “Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision…

Nov 8

Pruning One More Token is Enough

Nov 8

On the Contents and Utility of IoT Cybersecurity Guidelines

This is a brief for the research paper “On the Contents and Utility of IoT Cybersecurity Guidelines,” published at ACM FSE 2024.

Jul 8

On the Contents and Utility of IoT Cybersecurity Guidelines

Jul 8

Lifelong learning and professional development in software engineering

May 10

May 10

Signing in Four Public Software Package Registries: Quantity, Quality, and Influencing Factors

This is a brief for the research paper “Signing in Four Public Software Package Registries: Quantity, Quality, and Influencing Factors,”…

May 10

Signing in Four Public Software Package Registries: Quantity, Quality, and Influencing Factors

May 10

Published in
Stackademic

Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks

This is a brief for the research paper “Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks”.

Sep 4, 2023

Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks

Sep 4, 2023

The Software Engineer as Tool-User

This essay explores the ways in which software engineers use tools, focused on themes of Efficiency and Responsibility.

Aug 14, 2023

The Software Engineer as Tool-User

Aug 14, 2023

Published in
Stackademic

Reflecting on the use of the policy-process-product theory

What do empirical software engineering researchers write papers about? This is a brief of a research paper at ESEC/FSE-IVR’23.

Aug 2, 2023

Reflecting on the use of the policy-process-product theory

Aug 2, 2023

An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry

Brief for ICSE’23 and MSR’23 papers.

May 26, 2023

An Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry

May 26, 2023

Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment

This is a brief for the research paper “Incorporating Failure Knowledge into Design Decisions for IoT Systems“.

May 24, 2023

Incorporating Failure Knowledge into Design Decisions for IoT Systems: A Controlled Experiment

May 24, 2023

James Davis

James Davis

I am a professor in ECE@Purdue. My research assistants and I blog here about research findings and engineering tips.

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