ATC 2024 论文分类总结
数据来源: ATC 2024 会议官网
技术领域分类
技术领域分布
数据加载中...
技术领域论文数量
技术领域 | 论文数量 | 占比 |
---|
作者来源分析
国家和机构分布图
数据加载中...
国家和机构分布表
国家 | 论文数量 | 占比 | 机构 |
---|
论文列表
Cloud Computing
Harmonizing Efficiency and Practicability: Optimizing Resource Utilization in Serverless Computing with Jiagu
Alps: An Adaptive Learning, Priority OS Scheduler for Serverless Functions
Starburst: A Cost-aware Scheduler for Hybrid Cloud
StreamBox: A Lightweight GPU SandBox for Serverless Inference Workflow
ML Inference
Power-aware Deep Learning Model Serving with μ-Serve
Fast Inference for Probabilistic Graphical Models
Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention
Storage 1
ScalaAFA: Constructing User-Space All-Flash Array Engine with Holistic Designs
FastCommit: resource-efficient, performant and cost-effective file system journaling
ZMS: Zone Abstraction for Mobile Flash Storage
Ethane: An Asymmetric File System for Disaggregated Persistent Memory
Networks 1
PeRF: Preemption-enabled RDMA Framework
CyberStar: Simple, Elastic and Cost-Effective Network Functions Management in Cloud Network at Scale
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs
ETC: An Elastic Transmission Control Using End-to-End Available Bandwidth Perception
Edge Computing
More is Different: Prototyping and Analyzing a New Form of Edge Server with Massive Mobile SoCs
HiP4-UPF: Towards High-Performance Comprehensive 5G User Plane Function on P4 Programmable Switches
KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming
High-density Mobile Cloud Gaming on Edge SoC Clusters
Operating Systems 1
Limitations and Opportunities of Modern Hardware Isolation Mechanisms
FetchBPF: Customizable Prefetching Policies in Linux with eBPF
Fast (Trapless) Kernel Probes Everywhere
HydraRPC: RPC in the CXL Era
ExtMem: Enabling Application-Aware Virtual Memory Management for Data-Intensive Applications
Operating Systems 2
Telescope: Telemetry for Gargantuan Memory Footprint Applications
An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction and Compromise
Scalable and Effective Page-table and TLB management on NUMA Systems
UniMem: Redesigning Disaggregated Memory within A Unified Local-Remote Memory Hierarchy
Correctness
WingFuzz: Implementing Continuous Fuzzing for DBMSs
Balancing Analysis Time and Bug Detection: Daily Development-friendly Bug Detection in Linux
Kivi: Verification for Cluster Management
Monarch: A Fuzzing Framework for Distributed File Systems
ML Training
Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Parallelism
Metis: Fast Automatic Distributed Training on Heterogeneous GPUs
FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed Inferences
Security 1
A Secure, Fast and Resource-Efficient Serverless Platform with Function REWIND
SimEnc: A High-Performance Similarity-Preserving Encryption Approach for Deduplication of Encrypted Docker Images
ML-System Co-Design
Pecan: Cost-Efficient ML Data Preprocessing with Automatic Transformation Ordering and Hybrid Placement
OPER: Optimality-Guided Embedding Table Parallelization for Large-scale Recommendation Model
MagPy: Compiling Eager Mode DNN Programs by Monitoring Execution States
Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs
Networks 2
QDSR: Accelerating Layer-7 Load Balancing by Direct Server Return with QUIC
Evaluating Chiplet-based Large-Scale Interconnection Networks via Cycle-Accurate Packet-Parallel Simulation
Config-Snob: Tuning for the Best Configurations of Networking Protocol Stack
Conspirator: SmartNIC-Aided Control Plane for Distributed ML Workloads
Memory
FBMM: Making Memory Management Extensible With Filesystems
Mangosteen: Fast Transparent Durability for Linearizable Applications using NVM
FlexMem: Adaptive Page Profiling and Migration for Tiered Memory
Reliability
SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation
Removing Obstacles before Breaking Through the Memory Wall: A Close Look at HBM Errors in the Field
MSFRD: Mutation Similarity based SSD Failure Rating and Diagnosis for Complex and Volatile Production Environments
Deployed Systems
Diagnosing Application-network Anomalies for Millions of IPs in Production Clouds
Data Caching for Enterprise-Grade Petabyte-Scale OLAP
Full Lifecycle Data Analysis on a Large-scale and Leadership Supercomputer: What Can We Learn from It?
Wide Area Network
Panorama: Optimizing Internet-scale Users’ Routes from End to End
Enhancing Resource Management of the World’s Largest PCDN System for On-Demand Video Streaming
TileClipper: Lightweight Selection of Regions of Interest from Videos for Traffic Surveillance
Virtualization
Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor
Taming Hot Bloat Under Virtualization with HugeScope
CrossMapping: Harmonizing Memory Consistency in Cross-ISA Binary Translation
Security 2
Efficient Decentralized Federated Singular Vector Decomposition
Models on the Move: Towards Feasible Embedded AI for Intrusion Detection on Vehicular CAN Bus
CPC: Flexible, Secure and Efficient CVM Maintenance with Confidential Procedure Calls
Storage 2
RL-Watchdog: A Fast and Predictable SSD Liveness Watchdog on Storage Systems
Exploit both SMART Attributes and NAND Flash Wear Characteristics to Effectively Forecast SSD-based Storage Failures in Clusters
StreamCache: Revisiting Page Cache for File Scanning on Fast Storage Devices
Scalable Billion-point Approximate Nearest Neighbor Search Using SmartSSDs
Hardware
Jiyang Chen, Harshavardhan Unnibhavi, Atsushi Koshiba and Pramod Bhatotia, Technical University of Munich ScalaCache: Scalable User-Space Page Cache Management with Software-Hardware Coordination
Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel Performance Predictor
Potpourri
A Difference World: High-performance, NVM-invariant, Software-only Intermittent Computation
Efficient Large Graph Processing with Chunk-Based Graph Representation Model
SlimArchive: A Lightweight Architecture for Ethereum Archive Nodes
Every Mapping Counts in Large Amounts: Folio Accounting
评论