Feature subset selection for learning huge configuration spaces: the case of linux kernel size
Linux kernels are used in a wide variety of appliances, many of them having strong
requirements on the kernel size due to constraints such as limited memory or instant boot …
requirements on the kernel size due to constraints such as limited memory or instant boot …
ConEx: Efficient exploration of big-data system configurations for better performance
R Krishna, C Tang, K Sullivan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Configuration space complexity makes the big-data software systems hard to configure well.
Consider Hadoop, with over nine hundred parameters, developers often just use the default …
Consider Hadoop, with over nine hundred parameters, developers often just use the default …
Data-driven search-based software engineering
This paper introduces Data-Driven Search-based Software Engineering (DSE), which
combines insights from Mining Software Repositories (MSR) and Search-based Software …
combines insights from Mining Software Repositories (MSR) and Search-based Software …
Embodied self-aware computing systems
Embodied self-aware computing systems are embedded in a physical environment with a
rich set of sensors and actuators to interact both with their environment and with their own …
rich set of sensors and actuators to interact both with their environment and with their own …
Learned systems security
A learned system uses machine learning (ML) internally to improve performance. We can
expect such systems to be vulnerable to some adversarial-ML attacks. Often, the learned …
expect such systems to be vulnerable to some adversarial-ML attacks. Often, the learned …
[PDF][PDF] The University of Chicago
J Wang - United States, 2015 - galligroup.uchicago.edu
The determination of the atomistic structure of surfaces and interfaces is a central problem in
materials physics and in nanoscience [175, 176]. Among surface sensitive probes, non …
materials physics and in nanoscience [175, 176]. Among surface sensitive probes, non …
Configuration optimization with limited functional impact
Dealing with a large configuration space is a complex task for developers, especially when
configurations must comply with both functional constraints and non-functional goals. In this …
configurations must comply with both functional constraints and non-functional goals. In this …
Confadvisor: A performance-centric configuration tuning framework for containers on kubernetes
Configuration tuning of software is often a good option to improve application performance
without any application code modifications. Although we can casually change …
without any application code modifications. Although we can casually change …
Automated implementation of windows-related security-configuration guides
P Stöckle, B Grobauer, A Pretschner - Proceedings of the 35th IEEE/ACM …, 2020 - dl.acm.org
Hardening is the process of configuring IT systems to ensure the security of the systems'
components and data they process or store. The complexity of contemporary IT …
components and data they process or store. The complexity of contemporary IT …
An expert system for redesigning software for cloud applications
Cloud-based software has many advantages. When services are divided into many
independent components, they are easier to update. Also, during peak demand, it is easier …
independent components, they are easier to update. Also, during peak demand, it is easier …