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Generalizing QoS-Aware Memory Bandwidth Allocation to Multi-Socket Cloud Servers
KTH. Univ Lisbon, INIESC ID, Lisbon, Portugal..
Univ Lisbon, INIESC ID, Lisbon, Portugal..
KTH, Skolan för elektroteknik och datavetenskap (EECS), Datavetenskap, Programvaruteknik och datorsystem, SCS.ORCID-id: 0000-0002-6779-7435
2021 (Engelska)Ingår i: 2021 Ieee 14Th International Conference On Cloud Computing (Cloud 2021) / [ed] Ardagna, CA Chang, C Daminai, E Ranjan, R Wang, Z Ward, R Zhang, J Zhang, W, Institute of Electrical and Electronics Engineers (IEEE) , 2021, s. 551-557Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Although the problem of QoS-aware resource allocation is not new, novel hardware-based resource allocation mechanisms have recently become available in commodity cloud servers and enabled a new generation of QoS-aware resource allocation approaches. Unfortunately, to the best of our knowledge, existing proposals are by design tailored to single-socket architectures only. In many warehouse scale data centers, dual-socket (or even larger) machines already constitute the largest share of hosts. This paper presents the full design and implementation of BALM, a QoS-aware memory bandwidth allocation technique for multi-socket architectures. BALM combines commodity bandwidth allocation mechanisms originally designed for single-socket with a novel adaptive cross-socket page migration scheme. Our evaluation with a large and dynamic set of real applications co-located on a dual-socket machine shows that BALM can overcome the efficiency limitations of state-of-the-art. BALM delivers substantial throughput gains to bandwidth-intensive best-effort applications, while ensuring marginal SID violation windows to latency-critical applications.

Ort, förlag, år, upplaga, sidor
Institute of Electrical and Electronics Engineers (IEEE) , 2021. s. 551-557
Serie
IEEE International Conference on Cloud Computing, ISSN 2159-6182
Nyckelord [en]
QoS-aware resource allocation, Cloud computing, Multi-socket systems
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
URN: urn:nbn:se:kth:diva-309298DOI: 10.1109/CLOUD53861.2021.00071ISI: 000749430800059Scopus ID: 2-s2.0-85119378639OAI: oai:DiVA.org:kth-309298DiVA, id: diva2:1641284
Konferens
IEEE 14th International Conference on Cloud Computing (CLOUD), SEP 05-10, 2021, ELECTR NETWORK, Chicago, IL, USA
Anmärkning

QC 20220301

Part of proceedings ISBN: 978-1-6654-0060-2

Tillgänglig från: 2022-03-01 Skapad: 2022-03-01 Senast uppdaterad: 2023-03-06Bibliografiskt granskad

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Vlassov, Vladimir

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Gureya, DavidVlassov, Vladimir
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Totalt: 108 träffar
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