The field of cloud computing, security, and data management is rapidly evolving, with a focus on improving performance, security, and scalability. Recent research has explored the use of dynamic analysis for automatic container policy generation, hybrid execution systems for accelerating dynamic binary translation, and confidential virtual machines for protecting sensitive workloads. Additionally, there have been advancements in memory disaggregation, distributed memory access mechanisms, and active storage systems for optimizing AI workload distribution. Noteworthy papers in this area include BEACON, which introduces a novel tool for automated container policy generation, and CAEC, which enables protected memory sharing between confidential virtual machines. Other notable papers include DOLMA, which presents a data object level memory disaggregation framework, and PystachIO, which provides a PyTorch-based distributed OLAP engine for scalable query processing.
Advancements in Cloud Computing, Security, and Data Management
Sources
BEACON: Automatic Container Policy Generation using Environment-aware Dynamic Analysis
Partial Cross-Compilation and Mixed Execution for Accelerating Dynamic Binary Translation
DuckDB on xNVMe
Confidential, Attestable, and Efficient Inter-CVM Communication with Arm CCA
DOLMA: A Data Object Level Memory Disaggregation Framework for HPC Applications
Solutions for Distributed Memory Access Mechanism on HPC Clusters
Offloading Artificial Intelligence Workloads across the Computing Continuum by means of Active Storage Systems
PystachIO: Efficient Distributed GPU Query Processing with PyTorch over Fast Networks & Fast Storage
Evaluate the Stack Management in Effect Handlers using the libseff C Library
Getting the MOST out of your Storage Hierarchy with Mirror-Optimized Storage Tiering
Formal Specification for Fast ACS: Low-Latency File-Based Ordered Message Delivery at Scale
Breaking Isolation: A New Perspective on Hypervisor Exploitation via Cross-Domain Attacks
VLCs: Managing Parallelism with Virtualized Libraries
AutoGuard: A Self-Healing Proactive Security Layer for DevSecOps Pipelines Using Reinforcement Learning
Offloading to CXL-based Computational Memory
Omniscient Attacker in Stochastic Security Games with Interdependent Nodes
High-Performance DBMSs with io_uring: When and How to use it