A survey on the evolution of stream processing systems

M Fragkoulis, P Carbone, V Kalavri, A Katsifodimos - The VLDB Journal, 2024 - Springer
Stream processing has been an active research field for more than 20 years, but it is now
witnessing its prime time due to recent successful efforts by the research community and …

Halfmoon: Log-optimal fault-tolerant stateful serverless computing

S Qi, X Liu, X ** - Proceedings of the 29th Symposium on Operating …, 2023 - dl.acm.org
Serverless computing separates function execution from state management. Simple retry-
based fault tolerance might corrupt the shared state with duplicate updates. Existing …

Function offloading approaches in serverless computing: A Survey

M Ghorbian, M Ghobaei-Arani - Computers and Electrical Engineering, 2024 - Elsevier
In recent years, serverless computing has become one of the popular approaches to
develo** and running applications, allowing developers to run their code directly in the …

Portals: an extension of dataflow streaming for stateful serverless

J Spenger, P Carbone, P Haller - … on New Ideas, New Paradigms, and …, 2022 - dl.acm.org
Portals is a serverless, distributed programming model that blends the exactly-once
processing guarantees of stateful dataflow streaming frameworks with the message-driven …

Apiary: A DBMS-Integrated Transactional Function-as-a-Service Framework

P Kraft, Q Li, K Kaffes, A Skiadopoulos, D Kumar… - arxiv preprint arxiv …, 2022 - arxiv.org
Developers increasingly use function-as-a-service (FaaS) platforms for data-centric
applications that perform low-latency and transactional operations on data, such as for …

Streaming vs. functions: A cost perspective on cloud event processing

T Pfandzelter, S Henning, T Schirmer… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
In cloud event processing, data generated at the edge is processed in real-time by cloud
resources. Both distributed stream processing (DSP) and Function-as-a-Service (FaaS) …

Canary: fault-tolerant faas for stateful time-sensitive applications

M Arif, K Assogba, MM Rafique - … : International Conference for …, 2022 - ieeexplore.ieee.org
Function-as-a-Service (FaaS) platforms have recently gained rapid popularity. Many stateful
applications have been migrated to FaaS platforms due to their ease of deployment …

[HTML][HTML] Transactions across serverless functions leveraging stateful dataflows

M de Heus, K Psarakis, M Fragkoulis, A Katsifodimos - Information Systems, 2022 - Elsevier
Serverless computing is currently the fastest-growing cloud services segment. The most
prominent serverless offering is Function-as-a-Service (FaaS), where users write functions …

LambdaObjects: Re-aggregating storage and execution for cloud computing

K Mast, AC Arpaci-Dusseau… - Proceedings of the 14th …, 2022 - dl.acm.org
Existing cloud computing (or serverless) architectures provide convenient abstractions for
application developers, but exhibit high latencies and do not support strong consistency …

Stateful entities: object-oriented cloud applications as distributed dataflows

K Psarakis, W Zorgdrager, M Fragkoulis… - arxiv preprint arxiv …, 2021 - arxiv.org
Although the cloud has reached a state of robustness, the burden of using its resources falls
on the shoulders of programmers who struggle to keep up with ever-growing cloud …