Climbing the Ladder of Causation Toward Mid-Level Vision
Explore mid-level visual concepts and their origins through Counterfactual World Models, examining how unsupervised algorithms can enhance machine and biological vision understanding.
Overfitting: Benign, Tempered and Harmful - Lecture on Machine Learning Regularization
Explore the nuanced understanding of overfitting in neural networks, examining benign, tempered, and harmful effects on model performance based on data properties and training conditions.
Discovering Pattern and Structure in Cultural Traces: Death and Dreams in Low Dimensions
Explore data-efficient methods for analyzing large corpora using word embeddings and sparse dictionary learning. Discover patterns in violent death reports and dream narratives through innovative topic modeling techniques.
A New Vision and Role for the NIH Center for Information Technology (CIT)
Explore the evolving vision and role of NIH's Center for Information Technology in advancing genomic research and healthcare innovation.
Cluster and Application Lifecycle Management with k0smotron and ArgoCD
Discover how k0smotron and ArgoCD streamline multi-cluster Kubernetes and application lifecycle management. Learn to implement a fully declarative stack using open-source tools for agile, lock-in-free operations.
Teaching with Tech: Redefining Digital Literacy
Explore AI's role in empowering educators, enhancing teacher training, and integrating technology to improve learning outcomes amid global teacher shortages.
Terraform: Stand Up Test Environments Fast with AWS
Learn to rapidly deploy test environments on AWS using Terraform. Explore GitLab repos, CloudWatch alerts, S3 buckets, Lambda functions, and ECS deployment pipelines for efficient proof-of-concept testing.
Who Needs C++ Unit Tests Anyway? - Modernizing Legacy Code with 0% Code Coverage - 2024
Explore practical strategies for confidently modernizing large legacy C++ codebases without existing tests. Learn actionable approaches to understand, future-proof, and update code to new language standards.
Retrieval-Augmented Generation (RAG) - Explained
Explore RAG (Retrieval-Augmented Generation) to mitigate AI hallucinations. Learn key concepts, implementation details, and advanced techniques through multiple passes and quizzes.
UserfaultFD-based Memory Overcommitment for VM Performance Optimization
Explore a custom memory manager for VM memory using UserfaultFD, improving overcommitment and live migration performance. Learn about design, implementation, and potential optimizations for virtualization environments.
Getting QEMU Ready for the Automotive Industry
Explore challenges and solutions for adapting QEMU to Software Defined Vehicles, addressing virtualization needs, data paths, and integration with Automotive Stream Distribution.
TCG Plugin in Practice: Microarchitecture Research Using QEMU Emulation
Explore TCG emulation's potential in processor design research. Learn to integrate QEMU's TCG with simulators for efficient microarchitecture exploration using RISC-V as an example.
QEMU Live Migration Device State Transfer Parallelization via Multifd Channels
Parallelize QEMU live migration device state transfer using multifd channels to improve performance and reduce downtime for VMs with large device states.
COCONUT-SVSM on KVM: Progress, Plans, and Challenges
Explore COCONUT-SVSM's evolution to a paravisor layer, recent achievements, and challenges in KVM integration. Learn about proposed solutions for AMD SEV-SNP VMPLs and Intel TDX partitioning support.
Empowering Confidential VMs to Use Custom Firmware in Cloud Environments
Empower confidential VMs to use custom firmware, enhancing security and control. Learn a method for supplying UEFI firmware via VM disk images, enabling user-controlled updates without disrupting workloads.
The Confidential Computing Story: Early Development Across the Stack - Part II
Explore early development challenges in Confidential Computing, focusing on Kata and Confidential Containers projects. Learn about building upper stacks on moving pieces and collaborative solutions.
Coconut-SVSM - Early Attestation to Unlock Persistent State - KVM Forum
Explore early attestation for unlocking persistent state in Coconut-SVSM, enabling stateful services like vTPM and secure UEFI variable store for Confidential VM guests on AMD SEV-SNP platforms.
VFIO-Platform: Live and Let Die? - Evaluating the Future of Device Passthrough
Explore safe passthrough of DMA-capable platform devices using vfio-platform. Learn kernel reset modules, QEMU device tree generation, and identify integration-friendly devices.
Is OVMF too Slow for Serverless Confidential Computing?
Explore OVMF performance in serverless confidential computing, analyzing benchmarks, overheads, and potential solutions for SEV and SNP guests.
SNP Live Migration with Guest-memfd and Mirror VM - KVM Forum
Explore SEV-SNP live migration using guest-memfd and mirror VM. Learn about KVM API usage, NPT page tables, dirty page tracking, and post-copy considerations for enhanced virtualization security.
Practical and Efficient Out-of-Process Storage Backends
Explore out-of-process storage backends for VMs, comparing options like qemu-storage-daemon. Analyze performance characteristics and future optimizations for efficient storage solutions.