DeepLearning
- 虚拟试衣（二）
- (CVPR '18, ECCV '18) VITON系列工作：虚拟试衣
- (CVPR '18) ST-GAN：用GAN (STN)来生成组合图片
- DL, ML One Hundred Tips
EC
- Erasure Coding + Disaggregated Memory
- Erasure Coding NIC Offload
- (SC '21) LogECMem: Coupling Erasure-Coded In-memory Key-Value Stores with Parity Logging
- (ICDCS '21) StripeMerge: Efficient Wide-Stripe Generation for Large-Scale Erasure-Coded Storage
- Erasure Coding in DRAM -- part 1
- (FAST '21) Exploiting Combined Locality for Wide-Stripe Erasure Coding in Distributed Storage
GAN
- (CVPR '18) ST-GAN：用GAN (STN)来生成组合图片
- Ensemble+GAN：对抗式生成网络遇上集成学习
- ECCV 2018 GAN相关文章
- (CVPR '18) Social GAN：利用GAN来帮助预测行人运动轨迹
- 如何评价GANs的效果？
- 生成式对抗网络(GAN)的网络模型历史工作学习整理
MachineLearning
PM
- Fault Tolerance of Persistent Memory
- QoS on Persistent Memory Systems
- RDMA+NVM remote persistence
- (VLDB '22) PM + Learned Index
- (ATC '21, SDC' 20) Use PM as cache in industry
- (ATC '21) Characterizing and Optimizing Remote Persistent Memory with RDMA and NVM
- (SIGMOD '21) Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory
- (FAST '21) Rethinking File Mapping for Persistent Memory
- (OSDI '20) Assise: Performance and Availability via NVM Colocation in a Distributed File System
- (OSDI '20) Persistent State Machines for Recoverable In-memory Storage Systems with NVRam
- (ToS 20) TH-DPMS: Design and Implementation of an RDMA-enabled Distributed Persistent Memory Storage System
- A Survey of Distributed Systems on NVM
- (ASPLOS '20) FlatStore: An Efficient Log-Structured Key-Value Storage Engine for Persistent Memory
System
- Data Movement with DMA/DSA Offloading
- SW Prefetch in System&DB
- (ATC '21) One-sided RDMA-Conscious Extendible Hashing for Disaggregated Memory
- Some eADR related works
- (ToS '20, ICPP '18) Cache What You Need to Cache: Reducing Write Traffic in Cloud Cache via “One-Time-Access-Exclusion” Policy
- (FAST '20) Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook
- (FAST '21) The Storage Hierarchy is Not a Hierarchy: Optimizing Caching on Modern Storage Devices with Orthus
- About Data Hotness in Hybrid Storage Systems
- (OSDI '20) Fast RDMA-based Ordered Key-Value Store using Remote Learned Cache
- (OSDI '20) 大规模键值存储系统的负载特性分析
- RDMA + KVS
- (ATC 20) Disaggregating Persistent Memory and Controlling Them Remotely
- (OSDI '06, SOSP '19)也谈Ceph
- (FAST '20) HotRing: A Hotspot-Aware In-Memory Key-Value Store
- Slab: An Object-Caching Kernel Memory Allocator
- (ATC '18) Key-Value Storage: HashKV
- (FAST '16, TOS '17) Key-Value Storage: WiscKey
- Key-Value Storage: Log Structured-Merge Tree