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The path to becoming a successful software engineer is not without its challenges
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Developing Your Software Engineering Career: Words of Advice From Seasoned Professionals

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A career in software engineering offers an exciting blend of creativity, analytical thinking, and problem solving. However, the path to becoming a successful software engineer is not without its challenges.  Seasoned professionals offer some humble words of advice.

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We are conducting a special search for the next editor in chief of several IEEE publications. Apply before 1 March 2024 to be considered.

Mary Kenneth Keller Computer Science and Engineering Undergraduate Teaching Award

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Manoj, Your News Updates

1

Can Architecture Knowledge Guide Software Development With Generative AI?

Incorporating architecture knowledge into data that large language models are trained on and to tools that software engineers use to solve large scoped development problems is an unexplored area with challenging problems, but exciting applications if successful.

2

Design and Implementation of Deep Learning 2D Convolutions on Modern CPUs 🔐
In this article, a new method is provided for accelerating the execution of convolution layers in Deep Neural Networks. This research work provides the theoretical background to efficiently design and implement the convolution layers on x86/x64 CPUs, based on the target layer parameters, quantization level and hardware architecture. 

3

Developer Productivity for Humans, Part 5: Onboarding and Ramp-Up
How does a developer go from a rookie to a veteran? What facilitates or hinders developer onboarding and ramp-up? How can one assess interventions aimed at speeding up or otherwise improving developer training and education so that new engineers are enabled to hit their productivity stride quicker and more easily?

4

Bandwidth-Aware High-Efficiency Video Coding Design Scheme on a Multiprocessor System on Chip
This article proposes a bandwidth-aware H.265/HEVC controller design solves the video coding problems of limited coding bandwidth and transmission bandwidths by jointly using a machine learning method and convex optimization. 

5

Automating Recovery in Mixed Operation Technology/IT Critical Infrastructures
This article presents various concepts for automated backup, recovery, and configuration management, evaluating these concepts for real-world use and identifying limits for application to operational technology (OT) systems. While most IT components are well prepared for automation, OT hard- and software is not and imposes hurdles.

6

Designing Technologies to Support Critical Thinking in an Age of Misinformation 🔐
To curb the spread of misinformation, a research agenda is needed around the interplay between cognitive biases, computing systems, and online platform design. This article synthesizes insights from a workshop series, proposes a research agenda, and sketches out a blueprint for technologies to support critical thinking through the lens of human–computer interaction and design.

7

Generative AI and the Call for Brevity
Generative AI models have fundamentally transformed the way we create, consume, and disseminate information. With the capability to produce expansive text in real time, these models demonstrate their potential to distil complex data into concise, digestible formats. Consequently, the traditional long-format academic paper seems increasingly outdated and, in some cases, redundant.

8

Effectively Modeling Sentence Interactions With Factorization Machines for Fact Verification
Fact verification is a very challenging task that requires retrieving multiple evidence sentences from a reliable corpus to authenticate claims. Many claims require the simultaneous integration and reasoning of several pieces of evidence for verification. Existing models exhibit limitations. To alleviate these problems, this article proposes select and fact verification modeling.

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