Abstract
Current serverless platforms introduce non-trivial overheads when chaining and orchestrating loosely-coupled microservices. Containerized function runtimes are also constrained by insufficient isolation and excessive startup time. This motivates our exploration of a more efficient, secure, and rapid serverless design. We describe SURE, a unikernel-based serverless framework for fast function startup, equipped with a high-performance and secure data plane. SURE's data plane supports distributed zero-copy communication via the seamless interaction between zero-copy protocol stack (Z-stack) and local shared memory processing. To establish a lightweight service mesh, SURE uses library-based sidecars instead of individual userspace sidecars. We leverage Intel's Memory Protection Keys (MPK) as a lightweight capability to ensure safe access to the shared memory data plane. It also isolates the Trusted Computing Base (TCB) components in SURE's function runtime (e.g., library-based sidecar, scheduler, etc) from untrusted user code, while preserving the efficient single-address-space nature of unikernels. In particular, SURE prevents unintended privilege escalation involving MPK with an enhanced TCB. These combined efforts create a more secure and robust data plane while improving throughput up to 79X over Knative, a representative open-source serverless platform.
| Original language | English |
|---|---|
| Title of host publication | SoCC 2024 - Proceedings of the 2024 ACM Symposium on Cloud Computing |
| Pages | 668-688 |
| Number of pages | 21 |
| ISBN (Electronic) | 9798400712869 |
| DOIs | |
| State | Published - Nov 20 2024 |
| Event | 15th Annual ACM Symposium on Cloud Computing, SoCC 2024 - Redmond, United States Duration: Nov 20 2024 → Nov 22 2024 |
Publication series
| Name | SoCC 2024 - Proceedings of the 2024 ACM Symposium on Cloud Computing |
|---|
Conference
| Conference | 15th Annual ACM Symposium on Cloud Computing, SoCC 2024 |
|---|---|
| Country/Territory | United States |
| City | Redmond |
| Period | 11/20/24 → 11/22/24 |
Bibliographical note
Publisher Copyright:© 2024 Owner/Author.
Funding
We thank the US NSF for their generous support through grants CNS-1818971, CNS-2210379. This work was also funded by: the EU (European Union) under the Italian National Recovery and Resilience Plan (NRRP) of NextGenerationEU, partnership on "Telecommunications of the Future" (PE00000001 - program "RESTART"); the Italian Ministry of Education and Research (MUR) through the PRIN project NEWTON (No. 2022ZA8T22); the Smart Networks and Services Joint Undertaking (SNS JU) under the EU's Horizon Europe research and innovation programme under Grant No. 101139067. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the EU. Neither the EU nor the granting authority can be held responsible for them. Federico Parola was also funded by TIM S.p.A. through the PhD scholarship.
| Funders | Funder number |
|---|---|
| Italian National Recovery and Resilience Plan | |
| European Commission | |
| TIM | |
| NRRP | PE00000001 |
| National Science Foundation Arctic Social Science Program | CNS-2210379, CNS-1818971 |
| EU's Horizon Europe research and innovation programme | 101139067 |
| Ministero dell’Istruzione, dell’Università e della Ricerca | 2022ZA8T22 |
Keywords
- Isolation
- MPK
- Serverless
- Shared memory
- Unikernel
ASJC Scopus subject areas
- Computer Science (miscellaneous)
- Computer Networks and Communications
- Computer Science Applications
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