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Serverless End Game: Disaggregation enabling Transparency [article]

Pedro García-López, Aleksander Slominski, Simon Shillaker, Michael Behrendt, Barnard Metzler
2020 arXiv   pre-print
We elaborate in this article why resource disaggregation in serverless computing is the definitive catalyst to enable full transparency in the Cloud.  ...  We demonstrate with two experiments that we can achieve transparency today over disaggregated serverless resources and obtain comparable performance to local executions.  ...  Even if it seems counter-intuitive, we will also justify that disaggregation does not make locality irrelevant for many problems and it cannot be ignored. e Serverless End Game (enabling transparency)  ... 
arXiv:2006.01251v1 fatcat:sklmosqtvjcppf44rr77okd6oa

Serverless Predictions: 2021-2030 [article]

Pedro Garcia Lopez, Aleksander Slominski, Michael Behrendt, Bernard Metzler
2021 arXiv   pre-print
Within the next 10 years, advances on resource disaggregation will enable full transparency for most Cloud applications: to run unmodified single-machine applications over effectively unlimited remote  ...  In this article, we present five serverless predictions for the next decade that will realize this vision of transparency -- equivalent to Tim Wagner's Serverless SuperComputer or AnyScale's Infinite Laptop  ...  What we call The Serverless End Game is the process of mapping this principle on emerging disaggregated computing resources (compute, storage, memory), eventually enabling unlimited flexible scaling.  ... 
arXiv:2104.03075v1 fatcat:n4sy6hletzawthgicnopcicr6q

A Survey on Serverless Computing [article]

Jacob John, Shashank Gupta
2021 arXiv   pre-print
However, serverless computing is one such field that tries to break free from this paradigm.  ...  This paper provides a formal account of the research contributions in the field of Serverless computing.  ...  M ODELS U SING S ERVERLESS A RCHITECTURES A novel GPU enabled serverless framework was proposed by Jun et al [65].  ... 
arXiv:2106.11773v2 fatcat:y7wwn732obcbtodc5h4zw6yvpq

Cloud Programming Simplified: A Berkeley View on Serverless Computing [article]

Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anurag Khandelwal, Qifan Pu, Vaishaal Shankar, Joao Carreira, Karl Krauth, Neeraja Yadwadkar, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica, David A. Patterson
2019 arXiv   pre-print
applications that stretch the current limits of serverless, and then lists obstacles and research opportunities required for serverless computing to fulfill its full potential.  ...  Serverless cloud computing handles virtually all the system administration operations needed to make it easier for programmers to use the cloud.  ...  However, serverless computing must also grapple with the risks inherent in both application disaggregation multi-tenant resource sharing.  ... 
arXiv:1902.03383v1 fatcat:5lly4vckcnhatp4g3ccdt3us6e

Coalescent Computing [article]

Kyle C. Hale
2021 arXiv   pre-print
System software will transparently leverage these ephemeral resources to provide a better end-user experience.  ...  We discuss key systems challenges to enabling such tightly-coupled, disaggregated, and ephemeral infrastructure provisioning, advocate for more research in the area, and outline possible paths forward.  ...  I/O device virtualization is becom- for the systems hosting disaggregated resources will also ing more sophisticated, with efficient offload enabled by affect availability.  ... 
arXiv:2104.07122v1 fatcat:36da7fqzwbb6feqay5ys2yp62y

A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade [article]

Rajkumar Buyya, Satish Narayana Srirama, Giuliano Casale, Rodrigo Calheiros, Yogesh Simmhan, Blesson Varghese, Erol Gelenbe, Bahman Javadi, Luis Miguel Vaquero, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio M. Llorente (+12 others)
2018 arXiv   pre-print
The Cloud computing paradigm has revolutionised the computer science horizon during the past decade and has enabled the emergence of computing as the fifth utility.  ...  The recent technological developments and paradigms such as serverless computing, software-defined networking, Internet of Things, and processing at network edge are creating new opportunities for Cloud  ...  Recently there is also a significant discussion about disaggregated data centres.  ... 
arXiv:1711.09123v2 fatcat:xu3u75e6ind23ite3l6zfqi6hq

A Manifesto for Future Generation Cloud Computing

Rajkumar Buyya, Marco A. S. Netto, Adel Nadjaran Toosi, Maria Alejandra Rodriguez, Ignacio M. Llorente, Sabrina De Capitani Di Vimercati, Pierangela Samarati, Dejan Milojicic, Carlos Varela, Rami Bahsoon, Marcos Dias De Assuncao, Satish Narayana Srirama (+13 others)
2018 ACM Computing Surveys  
Recently there is also a significant discussion about disaggregated data centres.  ...  the serverless computing services.  ... 
doi:10.1145/3241737 fatcat:bgb4qjtm5zgcbbtyy6x6anfeju

Serverless Computing (Dagstuhl Seminar 21201)

Cristina Abad, Ian T. Foster, Nikolas Herbst, Alexandru Iosup
2021
In the backbone of our digital society, cloud computing enables an efficient, utility-like ecosystem of developing, composing, and providing software services.  ...  , platforms, and ecosystems - Topic 3: applications and domain requirements for serverless computing, - Topic 4: evaluation of serverless solutions, and beyond (privacy, cyber-physical systems, etc.).  ...  With the current serverless technologies like FaaS as early enabling technology, we see huge potential for the next generation of serverless computing.  ... 
doi:10.4230/dagrep.11.4.34 fatcat:bkqp4ttlv5hu5flhxifw6piaom

Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems [article]

Alexandru Iosup, Alexandru Uta, Laurens Versluis, Georgios Andreadis, Erwin van Eyk, Tim Hegeman, Sacheendra Talluri, Vincent van Beek, Lucian Toader
2018 arXiv   pre-print
Our society is digital: industry, science, governance, and individuals depend, often transparently, on the inter-operation of large numbers of distributed computer systems.  ...  updated, rarely player-customized, and never fresh at the scale of the community, and (iv) the social platform enabling meta-gaming [49] , that is, spending time in activities related to the game itself  ...  Components often are heterogeneous, built by multiple developers, not using a verified reference architecture, and having to fit with one another despite not being designed end-to-end.  ... 
arXiv:1802.05465v2 fatcat:kkxitbrvdndsfknisdeqnjwp2q

Edge computing for 5G networks - white paper

David Artuñedo Guillen, Bessem Sayadi, Pascal Bisson, Jean Phillippe Wary, Håkon Lonsethagen, Carles Antón, Antonio de la Oliva, Alexandros Kaloxylos, Valerio Frascolla
2020 Zenodo  
Serverless functions would leverage these architectures, transparently to end users, although in the case of unikernels the provider should bake the function code with the minimal required OS services  ...  the project's Edge functions need to be as much transparent as possible to the network as well as the end users and, therefore, they need to understand at least S1/N3 protocols.  ...  This combination of Core components + Apps enable delivering the 5G value proposition for URLLC, eMBB and mMTC.  ... 
doi:10.5281/zenodo.3698117 fatcat:zjbuceqquzfchcylpgacwgxjpa

Edge computing for 5G networks - white paper

David Artuñedo Guillen, Bessem Sayadi, Pascal Bisson, Jean Phillippe Wary, Håkon Lonsethagen, Carles Antón, Antonio de la Oliva, Alexandros Kaloxylos, Valerio Frascolla
2020 Zenodo  
Serverless functions would leverage these architectures, transparently to end users, although in the case of unikernels the provider should bake the function code with the minimal required OS services  ...  the project's Edge functions need to be as much transparent as possible to the network as well as the end users and, therefore, they need to understand at least S1/N3 protocols.  ...  This combination of Core components + Apps enable delivering the 5G value proposition for URLLC, eMBB and mMTC.  ... 
doi:10.5281/zenodo.4555780 fatcat:sg62p5agq5c75hsbr2hyb4vkqe

Edge Computing and Its Convergence with Blockchain in 5G and Beyond: Security, Challenges, and Opportunities

Showkat Ahmad Bhat, Ishfaq Bashir Sofi, Chong-Yung Chi
2020 IEEE Access  
Transparent Data recorded on the blockchain network system are transparent to each member, data can be updated upon getting verified by all nodes and thus can be trusted.  ...  In applications based on serverless computing business logic is located at the end and is made available to the user through mobile or web applications to execute on provided resources with no need of  ... 
doi:10.1109/access.2020.3037108 fatcat:iksoyfx7nbhfrefnzgf6uxuw4q

Open, Programmable, and Virtualized 5G Networks: State-of-the-Art and the Road Ahead [article]

Leonardo Bonati, Michele Polese, Salvatore D'Oro, Stefano Basagni, Tommaso Melodia
2020 arXiv   pre-print
key enablers of the needed shift to flexibility.  ...  This article provides the first cohesive and exhaustive compendium of recent open source software and frameworks for 5G cellular networks, with a full stack and end-to-end perspective.  ...  These platforms are pivotal in enabling researchers to deploy and experiment with end-to-end networks, even though they may not have access to carrier-grade hardware deployed by the major telecom operators  ... 
arXiv:2005.10027v3 fatcat:ojtviluvgvdpbkxi5dvhh6i2fe

Survey on 6G Frontiers: Trends, Applications, Requirements, Technologies and Future Research

Chamitha de Alwis, Anshuman Kalla, Quoc-Viet Pham, Pardeep Kumar, Kapal Dev, Won-Joo Hwang, Madhusanka Liyanage
2021 IEEE Open Journal of the Communications Society  
Moreover, novel and alternative computing paradigms, e.g., serverless schemes [358] , [359] , in conjunction with ultra-flexible splitting of functionality between end devices and edge nodes are also  ...  and sensing • Connected intelligence through AI-driven air interface and governance for future networks • 6G architectural enablers for network disaggregation and dynamic dependability.  ... 
doi:10.1109/ojcoms.2021.3071496 fatcat:lpu2cwh6xfebjpbt56svuwxoti

ETP4HPC's Strategic Research Agenda for High-Performance Computing in Europe 4 [article]

Michael Malms, Marcin Ostasz, Maike Gilliot, Pascale Bernier-Bruna, Laurent Cargemel, Estela Suarez, Herbert Cornelius, Marc Duranton, Benny Koren, Pascale Rosse-Laurent, María S. Pérez-Hernández, Manolis Marazakis (+11 others)
2020 Zenodo  
The project has formed a network enable the new paradigm of transparent, Public-Private Partnership (cPPP).  ...  used, together with 2D and 3D packaging. and requires disaggregation protocols (e.g.  ... 
doi:10.5281/zenodo.4605343 fatcat:lcsgbea5dzgdfmj5dkw6pr7vni
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