INSANE: A Unified Middleware for QoS-aware Network Acceleration in Edge Cloud Computing

L Rosa, A Garbugli, A Corradi, P Bellavista - Proceedings of the 24th …, 2023 - dl.acm.org
Edge cloud computing is a promising programming and deployment paradigm to empower
delay-sensitive applications. By executing close to the network edge, distributed …

Supporting vPLC networking over TSN with kubernetes in industry 4.0

L Rosa, A Garbugli, L Patera, L Foschini - … for the Industrial IoT to Cloud …, 2023 - dl.acm.org
The shift in the industrial ecosystem from closed and specialized technologies to the open
and general-purpose vision of Industry 4.0 faces numerous challenges. The absence of …

Verifying a C Implementation of Derecho's Coordination Mechanism Using VST and Coq

R Nagasamudram, L Beringer, K Birman… - NASA Formal Methods …, 2024 - Springer
Derecho is a C++ framework for distributed programming leveraging high performance
communication primitives such as RDMA. At its core is the shared state table (SST), a …

Specification and runtime checking of Derecho, a protocol for fast replication for cloud services

K Shivam, V Paladugu, YA Liu - Proceedings of the 5th workshop on …, 2023 - dl.acm.org
Reliable distributed systems require replication and consensus among distributed
processes to tolerate process and communication failures. Understanding and assuring the …

Low-Latency ML Inference by Grouping Correlated Data Objects and Computation

T Garrett, W Song, R Vitenberg, K Birman - arXiv preprint arXiv …, 2023 - arxiv.org
ML inference workflows often require low latency and high throughput, yet we lack good
options for addressing this need. Techniques that reduce latency in other streaming settings …

Navigator: A Decentralized Scheduler for Latency-Sensitive ML Workflows

Y Yang, A Merlina, W Song, T Yuan, K Birman… - arXiv preprint arXiv …, 2024 - arxiv.org
We consider ML query processing in distributed systems where GPU-enabled workers
coordinate to execute complex queries: a computing style often seen in applications that …

Dash: A Low Code Development Platform for AI Applications in Industry

Y Wang, W Song, Y Yang, C Mahmoudi… - 2023 IEEE 14th …, 2023 - ieeexplore.ieee.org
Low Code Development (LCD) is a popular way of creating database applications owing to
its simplicity and the resulting improvement in accessibility: the developer uses gestures like …

QoS-aware architectures, technologies, and middleware for the cloud continuum

A Garbugli - 2023 - amsdottorato.unibo.it
The recent trend of moving Cloud Computing capabilities to the Edge of the network is
reshaping how applications and their middleware supports are designed, deployed, and …

[PDF][PDF] Compass: A Decentralized Scheduler for Latency-Sensitive ML Workflows

Y Yang, A Merlina, W Song, T Yuan, K Birman… - CoRR, 2024 - cs.cornell.edu
We consider ML query processing in distributed systems where GPU-enabled workers
coordinate to execute complex queries: a computing style often seen in applications that …