USENIX ATC '24
78 videos • 639 views • by USENIX
1
USENIX ATC '24 and OSDI '24 - Joint Keynote Address: Scaling AI Sustainably: An Uncharted Territory
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USENIX ATC '24 - Harmonizing Efficiency and Practicability: Optimizing Resource Utilization in...
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USENIX ATC '24 - ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions
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USENIX ATC '24 - Starburst: A Cost-aware Scheduler for Hybrid Cloud
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USENIX ATC '24 - StreamBox: A Lightweight GPU SandBox for Serverless Inference Workflow
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USENIX ATC '24 - Power-aware Deep Learning Model Serving with μ-Serve
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USENIX ATC '24 - Fast Inference for Probabilistic Graphical Models
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USENIX ATC '24 - Cost-Efficient Large Language Model Serving for Multi-turn Conversations with...
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USENIX ATC '24 - PUZZLE: Efficiently Aligning Large Language Models through Light-Weight Context...
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USENIX ATC '24 - ScalaAFA: Constructing User-Space All-Flash Array Engine with Holistic Designs
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USENIX ATC '24 - FastCommit: resource-efficient, performant and cost-effective file system...
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USENIX ATC '24 - ZMS: Zone Abstraction for Mobile Flash Storage
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USENIX ATC '24 - Ethane: An Asymmetric File System for Disaggregated Persistent Memory
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USENIX ATC '24 - PeRF: Preemption-enabled RDMA Framework
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USENIX ATC '24 - CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in...
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USENIX ATC '24 - OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs
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USENIX ATC '24 - ETC: An Elastic Transmission Control Using End-to-End Available Bandwidth...
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USENIX ATC '24 - More is Different: Prototyping and Analyzing a New Form of Edge Server with...
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USENIX ATC '24 - HiP4-UPF: Towards High-Performance Comprehensive 5G User Plane Function on P4...
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USENIX ATC '24 - KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for...
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USENIX ATC '24 - High-density Mobile Cloud Gaming on Edge SoC Clusters
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USENIX ATC '24 - Limitations and Opportunities of Modern Hardware Isolation Mechanisms
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USENIX ATC '24 - FetchBPF: Customizable Prefetching Policies in Linux with eBPF
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24
USENIX ATC '24 - Fast (Trapless) Kernel Probes Everywhere
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25
USENIX ATC '24 - HydraRPC: RPC in the CXL Era
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USENIX ATC '24 - ExtMem: Enabling Application-Aware Virtual Memory Management for Data-Intensive...
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USENIX ATC '24 - Telescope: Telemetry for Gargantuan Memory Footprint Applications
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USENIX ATC '24 - An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise
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USENIX ATC '24 - Scalable and Effective Page-table and TLB management on NUMA Systems
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USENIX ATC '24 - UniMem: Redesigning Disaggregated Memory within A Unified Local-Remote Memory...
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USENIX ATC '24 - WingFuzz: Implementing Continuous Fuzzing for DBMSs
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USENIX ATC '24 - Balancing Analysis Time and Bug Detection: Daily Development-friendly Bug...
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USENIX ATC '24 - Kivi: Verification for Cluster Management
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USENIX ATC '24 - Monarch: A Fuzzing Framework for Distributed File Systems
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USENIX ATC '24 - Accelerating the Training of Large Language Models using Efficient Activation...
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USENIX ATC '24 - Metis: Fast Automatic Distributed Training on Heterogeneous GPUs
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USENIX ATC '24 - FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed...
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USENIX ATC '24 - A Secure, Fast, and Resource-Efficient Serverless Platform with Function REWIND
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39
USENIX ATC '24 - SimEnc: A High-Performance Similarity-Preserving Encryption Approach for...
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40
USENIX ATC '24 - mmTLS: Scaling the Performance of Encrypted Network Traffic Inspection
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41
USENIX ATC '24 - Pecan: Cost-Efficient ML Data Preprocessing with Automatic Transformation...
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USENIX ATC '24 - OPER: Optimality-Guided Embedding Table Parallelization for Large-scale...
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43
USENIX ATC '24 - MAGPY: Compiling Eager Mode DNN Programs by Monitoring Execution States
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USENIX ATC '24 - Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric...
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USENIX ATC '24 - QDSR: Accelerating Layer-7 Load Balancing by Direct Server Return with QUIC
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USENIX ATC '24 - Evaluating Chiplet-based Large-Scale Interconnection Networks via Cycle-Accurate...
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47
USENIX ATC '24 - Config-Snob: Tuning for the Best Configurations of Networking Protocol Stack
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USENIX ATC '24 - Conspirator: SmartNIC-Aided Control Plane for Distributed ML Workloads
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USENIX ATC '24 - FBMM: Making Memory Management Extensible With Filesystems
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USENIX ATC '24 - Mangosteen: Fast Transparent Durability for Linearizable Applications using NVM
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USENIX ATC '24 - FlexMem: Adaptive Page Profiling and Migration for Tiered Memory
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USENIX ATC '24 - SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
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USENIX ATC '24 - Removing Obstacles before Breaking Through the Memory Wall: A Close Look at HBM...
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USENIX ATC '24 - MSFRD: Mutation Similarity based SSD Failure Rating and Diagnosis for Complex...
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USENIX ATC '24 - Diagnosing Application-network Anomalies for Millions of IPs in Production Clouds
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USENIX ATC '24 - Data Caching for Enterprise-Grade Petabyte-Scale OLAP
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USENIX ATC '24 - Full Lifecycle Data Analysis on a Large-scale and Leadership Supercomputer...
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USENIX ATC '24 - Panorama: Optimizing Internet-scale Users’ Routes from End to End
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USENIX ATC '24 - Enhancing Resource Management of the World's Largest PCDN System for On-Demand...
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USENIX ATC '24 - TileClipper: Lightweight Selection of Regions of Interest from Videos...
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USENIX ATC '24 - Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an...
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USENIX ATC '24 - Taming Hot Bloat Under Virtualization with HUGESCOPE
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USENIX ATC '24 - CrossMapping: Harmonizing Memory Consistency in Cross-ISA Binary Translation
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USENIX ATC '24 - Efficient Decentralized Federated Singular Vector Decomposition
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USENIX ATC '24 - Models on the Move: Towards Feasible Embedded AI for Intrusion Detection on...
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USENIX ATC '24 - CPC: Flexible, Secure, and Efficient CVM Maintenance with Confidential Procedure...
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USENIX ATC '24 - RL-Watchdog: A Fast and Predictable SSD Liveness Watchdog on Storage Systems
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USENIX ATC '24 - Exploit both SMART Attributes and NAND Flash Wear Characteristics to Effectively...
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69
USENIX ATC '24 - StreamCache: Revisiting Page Cache for File Scanning on Fast Storage Devices
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70
USENIX ATC '24 - Scalable Billion-point Approximate Nearest Neighbor Search Using SmartSSDs
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USENIX ATC '24 - gVulkan: Scalable GPU Pooling for Pixel-Grained Rendering in Ray Tracing
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USENIX ATC '24 - vFPIO: A Virtual I/O Abstraction for FPGA-accelerated I/O Devices
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USENIX ATC '24 - ScalaCache: Scalable User-Space Page Cache Management with Software-Hardware...
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USENIX ATC '24 - Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel...
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USENIX ATC '24 - A Difference World: High-performance, NVM-invariant, Software-only Intermittent...
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USENIX ATC '24 - Efficient Large Graph Processing with Chunk-Based Graph Representation Model
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77
USENIX ATC '24 - SlimArchive: A Lightweight Architecture for Ethereum Archive Nodes
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USENIX ATC '24 - Every Mapping Counts in Large Amounts: Folio Accounting
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