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Department of Computer Science and Technology

Read more at: AI Meets Economics: The Case of Auction-Assisted AI Systems in Cloud-Edge Continuum

AI Meets Economics: The Case of Auction-Assisted AI Systems in Cloud-Edge Continuum

Friday, 23 May, 2025 - 15:00 to 16:00

"Join via MS Teams":https://teams.microsoft.com/l/meetup-join/19%3ameeting_ZDE0NzFlMmYtODgyNi00N2M5LThhZGMtZGY2Zjk3M2FiOGJm%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%22c74ff4ca-98fe-4b28-9889-e119acc12f30%22%7d Many cloud and edge AI services today perform machine...


Read more at: Shape-shifting Elephants: Multi-modal Transport for Integrated Research Infrastructure

Shape-shifting Elephants: Multi-modal Transport for Integrated Research Infrastructure

Friday, 4 April, 2025 - 15:00 to 16:00

"MS Teams":https://teams.microsoft.com/l/meetup-join/19%3ameeting_ZDBmNDQ1NjItYzE4OC00Y2FkLWFkNWItODI0ZGI1ZWI4NGIy%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%22c74ff4ca-98fe-4b28-9889-e119acc12f30%22%7d Data Acquisition (DAQ) workloads form an important class of...


Read more at: Mitigating the Risks of Metastable Failures in Distributed Systems

Mitigating the Risks of Metastable Failures in Distributed Systems

Friday, 28 March, 2025 - 15:30 to 16:30

"Teams link -- click here":https://teams.microsoft.com/l/meetup-join/19%3ameeting_NmQ5YzhmYjUtZGZjYy00NGIzLWEzY2QtZWM2NWNmMzg4NTZh%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%22c74ff4ca-98fe-4b28-9889-e119acc12f30%22%7d Metastable failures refer to a class of catastrophic...


Read more at: The Case for Decentralized Scheduling in Modern Datacenters

The Case for Decentralized Scheduling in Modern Datacenters

Thursday, 1 May, 2025 - 15:00 to 16:00

"Join on MS Teams":https://teams.microsoft.com/l/meetup-join/19%3ameeting_NGI3NThhZGMtNDFlNS00ZTJhLWJlYWUtYzAyYWIzZGMwODY4%40thread.v2/0?context=%7b%22Tid%22%3a%2249a50445-bdfa-4b79-ade3-547b4f3986e9%22%2c%22Oid%22%3a%22c74ff4ca-98fe-4b28-9889-e119acc12f30%22%7d The growing demand for data centre resources and the slower...


Read more at: The Demikernel Datapath Architecture for Microsecond-scale Datacenter Systems

The Demikernel Datapath Architecture for Microsecond-scale Datacenter Systems

Monday, 27 January, 2025 - 14:00 to 15:00

Datacenter systems and I/O devices now run at single-digit microsecond latencies, requiring nanosecond-scale operating systems. Traditional kernel-based operating systems impose an unaffordable overhead, so recent kernel-bypass OSes (e.g., Arrakis, Ix) and libraries (e.g., Caladan, eRPC) eliminate the OS kernel from the I/...


Read more at: OSDB: Turning the Tables on Kernel Data

OSDB: Turning the Tables on Kernel Data

Thursday, 23 January, 2025 - 15:00 to 16:00

Operating systems must provide functionality that closely resembles that of a data management system, but existing query mechanisms are ad-hoc and idiosyncratic. To address this problem, we argue for the adoption of a relational interface to the operating system kernel. While prior work has made similar proposals, our...


Read more at: Flow-based Encrypted Traffic Analysis

Flow-based Encrypted Traffic Analysis

Thursday, 28 November, 2024 - 15:00 to 16:00

Network traffic classification is essential for ensuring Quality of Service, enforcing policies, or identifying malware, botnets, and their corresponding command-and-control servers. However, the growing complexity of encrypted traffic, due to the prevalence of TLS, QUIC, and DNS over HTTPS, presents significant challenges...


Read more at: Compiling Distributed System Models with PGo, and Beyond

Compiling Distributed System Models with PGo, and Beyond

Thursday, 14 November, 2024 - 15:00 to 16:00

Distributed Systems are inherently hard to build and reason about. Their combination of asynchrony and partial failures leads to complex edge cases that are rarely repeatable under test conditions. To address this problem, we can use formal methods to formally model and analyze our distributed systems, detecting error...


Read more at: Programmable Kernel Abstractions Wanted for Fun (and Profit)!

Programmable Kernel Abstractions Wanted for Fun (and Profit)!

Friday, 15 November, 2024 - 14:00 to 15:00

All traffic at Meta, Cloudflare, and many large companies are inspected, optimized, and balanced by tiny eBPF programs. Today, the eBPF ecosystem caters to the dominant open-source use cases, i.e., debugging (observability), and network functions (e.g., Firewalls, and cloud networking). However, a growing set of use cases...


Read more at: Modelling orchestration

Modelling orchestration

Thursday, 24 October, 2024 - 15:00 to 16:00

Modern cloud services operate at significant and increasing scale. The growth of these services has led to the need for automated management in the form of orchestrators. The significant uptake of orchestrators has led to their expansion out of private datacenters, into the public cloud, and now even towards the edge of...