UnFaaSener - Latency and Cost Aware Offloading of Functions from Serverless Platforms
Innovative framework for reducing serverless computing costs by offloading functions to non-serverless resources, considering latency, cost, and QoS expectations for optimal decision-making and significant savings.
Distributed Transactions at Scale in Amazon DynamoDB
Explore how Amazon DynamoDB implemented distributed transactions without compromising performance, availability, or scale in NoSQL cloud databases using timestamp ordering protocol.
EnvPipe - Performance-Preserving DNN Training Framework for Saving Energy
Innovative framework for energy-efficient DNN training, maximizing power savings while maintaining performance through strategic pipeline scheduling and frequency adjustment.
SAGE - Software-based Attestation for GPU Execution
Explore SAGE, a software-based attestation mechanism for secure GPU execution, offering code integrity, computation integrity, and data protection without hardware support.
Tectonic-Shift - A Composite Storage Fabric for Large-Scale ML Training
Innovative storage fabric design combining flash and HDD tiers to optimize power efficiency and IO performance for large-scale machine learning training, featuring application-aware caching policies.
AAsclepius - Monitoring, Diagnosing, and Detouring at the Internet Peering Edge
Innovative system for monitoring, diagnosing, and detouring network faults at Internet peering edge, featuring PathDebugging technique to identify fault direction and protect cloud services.
RubbleDB - CPU-Efficient Replication with NVMe-oF
Explores CPU-efficient replication in key-value stores using NVMe-oF, introducing novel mechanisms to address challenges and improve performance for write-heavy workloads.
Portunus - Re-imagining Access Control in Distributed Systems
Innovative cryptographic system using attribute-based encryption for secure, efficient TLS key management in distributed networks, enhancing access control without compromising performance.
Bridging the Gap between Relational OLTP and Graph-based OLAP
Explore GART, an innovative system bridging relational OLTP and graph-based OLAP, offering real-time graph analytics with superior performance and data freshness for dynamic applications.
Sky Computing
Explore the potential evolution of cloud computing ecosystems, drawing parallels with other tech industries and discussing early findings in the field of sky computing.
Beware of Fragmentation - Scheduling GPU-Sharing Workloads with Fragmentation Gradient Descent
Innovative GPU scheduling technique using Fragmentation Gradient Descent to optimize resource allocation, reducing unallocated GPUs by up to 49% and improving utilization in large-scale machine learning clusters.
SecretFlow-SPU - A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning
Explore SecretFlow-SPU, a framework for privacy-preserving machine learning that outperforms existing solutions and simplifies development for users without cryptography expertise.
VectorVisor - A Binary Translation Scheme for Throughput-Oriented GPU Acceleration
Explore VectorVisor, a novel GPU acceleration approach for server-side applications, offering improved throughput and cost-efficiency through vectorized binary translation and CPU thread emulation.
AWARE - Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems
Explore AWARE, an innovative framework using reinforcement learning for efficient workload autoscaling in cloud systems, offering faster adaptation and improved resource utilization.
Legion - Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN Training
Innovative system for accelerating billion-scale GNN training using multi-GPU caching, hierarchical partitioning, and automatic management, significantly outperforming existing solutions.
Calcspar - A Contract-Aware LSM Store for Cloud Storage with Low Latency Spikes
Explores Calcspar, a contract-aware LSM store for cloud storage, addressing latency challenges in Amazon EBS. Demonstrates significant tail latency reduction while maintaining performance in real-world workloads.
Understanding Microservice Performance
Explore microservice performance optimization, covering measurement techniques, key metrics, and strategies for identifying bottlenecks in both isolated and interconnected services.
Bringing New Life to the View Layer of Spring Web Apps with Thymeleaf
Explore Thymeleaf's modern approach to server-side templating in Spring web apps, enhancing developer experience and integrating seamlessly with client-side frameworks for efficient UI development.
What's New in Spring Data
Explore latest Spring Data features: Java 8 streams, DSL, projections, and store-specific improvements for JPA, MongoDB, Neo4j, and Solr.
What's New in JHipster in 2016
Explore JHipster's latest features, products, and future roadmap. Learn about its growing popularity, organizational changes, and real-world applications in large teams and microservices development.
Spring Cloud Microservices, a Journey Inside a Financial Entity
Explore the transition from monolithic architecture to Spring Cloud Microservices in a financial entity, including DevOps strategies and challenges faced during this transformative journey.