[$] A parallel path for GPU restore in CRIU

The fundamental concept of checkpoint/restore is elegant: capture a
process’s state and resurrect it later, perhaps elsewhere. Checkpointing
meticulously records a process’s memory, open files, CPU state, and more into a
snapshot. Restoration then reconstructs the process from this state. This
established technique faces new challenges with GPU-accelerated applications,
where low-latency restoration is crucial for
fault
tolerance
, live migration, and
fast startups. Recently, the restore process for AMD GPUs has been redesigned to
eliminate substantial bottlenecks.

[$] Enhancing screen-reader functionality in modern GNOME

Accessibility features and the work that goes into developing those features
often tend to be overlooked and are poorly understood by all but the people who actually
depend on such features. At Fedora’s annual developer conference, Flock, Lukáš Tyrychtr sought to
improve understanding and raise awareness about accessibility with his session on accessibility
barriers and screen-reader functionality in GNOME
. His talk provided rare insight
into the world of using and developing open-source software for visually-impaired
users—including landing important accessibility improvements in
the latest GNOME release.

Intel’s Next-Gen QAT Hardware Can Be Optimized For Just Decompression Use

Merged recently for the Linux 6.16 kernel was initial support for Intel QAT Gen6 hardware. A new qat_6xxx driver was added for supporting the next-gen QuickAssist Technology accelerator IP being found with upcoming Intel Xeon processors. Patches being prepared now for the Linux 6.17 kernel are building out a new decompression service for that next-generation hardware…

AIOps and Linux Careers: Future-Proofing Your IT Skillset

The convergence of AIOps (Artificial Intelligence for IT Operations) and Linux expertise is redefining the IT landscape, creating unprecedented opportunities for professionals who adapt. As organizations prioritize automation, observability, and security in complex cloud-native environments, Linux remains the backbone of modern infrastructure and AIOps is its intelligent nervous system. Here’s how these forces are shaping careers and how to stay ahead.