FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines

Author:

Lee Gyewon1ORCID,Maeng Jaewoo2ORCID,Park Jinsol2ORCID,Seo Jangho3ORCID,Cho Haeyoon4ORCID,Yang Youngseok5ORCID,Um Taegeon6ORCID,Lee Jongsung78ORCID,Lee Jae W.2ORCID,Chun Byung-Gon98ORCID

Affiliation:

1. FriendliAI, Seoul, Republic of Korea

2. Dept. of Computer Science and Engineering, Seoul National University, Seoul, Korea, South ? Republic of Korea

3. NAVER Corp., Seongnam-si, Gyeonggi-do, Republic of Korea

4. Seoul National University, Seoul, Republic of Korea

5. Mirny Inc., Seoul, Republic of Korea

6. Samsung Research, Seoul, Republic of Korea

7. Samsung Electronics, Suwon-si, Gyeonggi-do, Republic of Korea

8. Dept. of Computer Science and Engineering, Seoul National University, Seoul, Republic of Korea

9. FriendliAI, Seoul, Korea, South ? Republic of Korea

Funder

Institute for Information & communications Technology Promotion(IITP) grant funded by the Korea government(MSIT)

Publisher

ACM

Reference89 articles.

1. Nitin Agrawal and Ashish Vulimiri. 2017. Low-latency analytics on colossal data streams with SummaryStore. In SOSP. Nitin Agrawal and Ashish Vulimiri. 2017. Low-latency analytics on colossal data streams with SummaryStore. In SOSP.

2. The dataflow model: a practical approach to balancing correctness, latency, and cost in massive-scale, unbounded, out-of-order data processing;Akidau Tyler;VLDB,2015

3. Amazon. 2022. Amazon S3. https://aws.amazon.com/s3/. Amazon. 2022. Amazon S3. https://aws.amazon.com/s3/.

4. Esmail Asyabi Yuanli Wang John Liagouris Vasiliki Kalavri and Azer Bestavros. 2022. A new benchmark harness for systematic and robust evaluation of streaming state stores. In EuroSys. 559--574. Esmail Asyabi Yuanli Wang John Liagouris Vasiliki Kalavri and Azer Bestavros. 2022. A new benchmark harness for systematic and robust evaluation of streaming state stores. In EuroSys. 559--574.

5. Showan Esmail Asyabi. 2021. Toward workload-aware state management in streaming systems. (2021). Showan Esmail Asyabi. 2021. Toward workload-aware state management in streaming systems. (2021).

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