Myoungsoo Jung
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| title | conference | date |
|---|---|---|
| ScalaAFA: Constructing User-Space All-Flash Array Engine with Holistic Designs | USENIX ATC 2024 | 2024-07-10 |
ScalaAFA is a user-space all‑flash array engine implemented on SPDK and evaluated with FAMU-emulated PCIe5 SSDs that offload replication‑to‑striping conversion… | ||
| CXL-ANNS: Software-Hardware Collaborative Memory Disaggregation and Computation... | USENIX ATC '23 | 2023-07-10 |
CXL-ANNS places billion-point graphs and embeddings in a CXL memory pool, adds a local DRAM cache of inner nodes (59% hit rate with 128 GB local memory) and… | ||
| Direct Access, High-Performance Memory Disaggregation with DirectCXL | USENIX ATC '22 | 2022-07-11 |
Built a full CXL v2 prototype—DirectCXL prototype—including a CXL root-port CPU, CXL endpoint memory device, reconfigurable switch and a Linux runtime that… | ||
| Vigil-KV: Hardware-Software Co-Design to Integrate Strong Latency Determinism... | USENIX ATC '22 | 2022-07-11 |
Claims that predictable latency mode (PLM) per NVMe partition and coordinated host scheduling eliminate long-tail reads, implemented by partitioning a 1.92TB… | ||
| Hardware/Software Co-Programmable Framework for Computational SSDs to Accelerate Deep... | FAST '22 | 2022-02-22 |
HolisticGNN implements a FPGA-based computational SSD that stores graphs as neighbor-oriented adjacency lists, exposes RPC over PCIe and runs programmable GNN… | ||
| OpenExpress: Fully Hardware Automated Open Research Framework for Future Fast... | USENIX ATC '20 | 2020-07-15 |
OpenExpress is an open RTL framework that implements NVMe queue, PRP parsing and MSI handling entirely in logic and runs on an UltraScale FPGA with 4×64 GB… | ||
| Platform-Agnostic Lightweight Deep Learning for Garbage Collection... | 12th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage '20) | 2020-07-13 |
A platform-agnostic GC scheduler called GC Tutor uses a lightweight DNN classifier to predict the idle time between the last and next I/O request and schedules… | ||
| TensorPRAM: Designing a Scalable Heterogeneous Deep Learning Accelerator | 12th USENIX Workshop on Hot Topics in Storage and File Systems (HotStorage '20) | 2020-07-13 |
Design replaces DRAM with byte-addressable PRAM inside an FPGA-based accelerator so model weights and activations sit on nonvolatile memory and avoid… | ||
| Scalable Parallel Flash Firmware for Many-core Architectures | FAST '20 | 2020-02-24 |
DeepFlash claims a concrete result: a manycore SSD firmware that reaches 1M IOPS and about 4.5 GB/s by splitting firmware into modular “stresses” and running a… | ||
| DC-Store: Eliminating Noisy Neighbor Containers using Deterministic I/O Performance | FAST '20 | 2020-02-24 |
DC-Store claims deterministic I/O and removes noisy-neighbor effects by physically dividing an SSD into four NVM sets (prototype uses 2 channels per set on a 2… | ||
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