Neural adaptive content-aware internet video delivery

H Yeo, Y Jung, J Kim, J Shin, D Han - 13th USENIX Symposium on …, 2018 - usenix.org
Internet video streaming has experienced tremendous growth over the last few decades.
However, the quality of existing video delivery critically depends on the bandwidth resource …

Neuroscaler: Neural video enhancement at scale

H Yeo, H Lim, J Kim, Y Jung, J Ye, D Han - Proceedings of the ACM …, 2022 - dl.acm.org
High-definition live streaming has experienced tremendous growth. However, the video
quality of live video is often limited by the streamer's uplink bandwidth. Recently, neural …

Twine: A unified cluster management system for shared infrastructure

C Tang, K Yu, K Veeraraghavan, J Kaldor… - … USENIX Symposium on …, 2020 - usenix.org
We present Twine, Facebook's cluster management system which has been running in
production for the past decade. Twine has helped convert our infrastructure from a collection …

Dependent task placement and scheduling with function configuration in edge computing

L Liu, H Tan, SHC Jiang, Z Han, XY Li… - Proceedings of the …, 2019 - dl.acm.org
In Mobile Edge Computing (MEC), each edge server can be configured with only a small
number of functions due to the limited capacity of various resources. Meanwhile, mobile …

A large scale study of data center network reliability

J Meza, T Xu, K Veeraraghavan, O Mutlu - Proceedings of the Internet …, 2018 - dl.acm.org
The ability to tolerate, remediate, and recover from network incidents (caused by device
failures and fiber cuts, for example) is critical for building and operating highly-available web …

Deepstore: In-storage acceleration for intelligent queries

VS Mailthody, Z Qureshi, W Liang, Z Feng… - Proceedings of the …, 2019 - dl.acm.org
Recent advancements in deep learning techniques facilitate intelligent-query support in
diverse applications, such as content-based image retrieval and audio texturing. Unlike …

Vstore: A data store for analytics on large videos

T Xu, LM Botelho, FX Lin - … of the Fourteenth EuroSys Conference 2019, 2019 - dl.acm.org
We present VStore, a data store for supporting fast, resource-efficient analytics over large
archival videos. VStore manages video ingestion, storage, retrieval, and consumption. It …

Optimus prime: Accelerating data transformation in servers

A Pourhabibi, S Gupta, H Kassir, M Sutherland… - Proceedings of the …, 2020 - dl.acm.org
Modern online services are shifting away from monolithic applications to loosely-coupled
microservices because of their improved scalability, reliability, programmability and …

Proscale: Proactive autoscaling for microservice with time-varying workload at the edge

K Cheng, S Zhang, C Tu, X Shi, Z Yin… - … on Parallel and …, 2023 - ieeexplore.ieee.org
Deploying microservice instances on the edge device close to end users can provide on-site
processing thus reducing request response time. Each microservice has multiple instances …

RPCValet: NI-driven tail-aware balancing of µs-scale RPCs

A Daglis, M Sutherland, B Falsafi - Proceedings of the Twenty-Fourth …, 2019 - dl.acm.org
Modern online services come with stringent quality requirements in terms of response time
tail latency. Because of their decomposition into fine-grained communicating software …