HPC cloud for scientific and business applications: taxonomy, vision, and research challenges

MAS Netto, RN Calheiros, ER Rodrigues… - ACM Computing …, 2018 - dl.acm.org
High performance computing (HPC) clouds are becoming an alternative to on-premise
clusters for executing scientific applications and business analytics services. Most research …

Proteus: agile ml elasticity through tiered reliability in dynamic resource markets

A Harlap, A Tumanov, A Chung, GR Ganger… - Proceedings of the …, 2017 - dl.acm.org
Many shared computing clusters allow users to utilize excess idle resources at lower cost or
priority, with the proviso that some or all may be taken away at any time. But, exploiting such …

Tributary: spot-dancing for elastic services with latency {SLOs}

A Harlap, A Chung, A Tumanov, GR Ganger… - 2018 USENIX Annual …, 2018 - usenix.org
The Tributary elastic control system embraces the uncertain nature of transient cloud
resources, such as AWS spot instances, to manage elastic services with latency SLOs more …

Portfolio-driven resource management for transient cloud servers

P Sharma, D Irwin, P Shenoy - … of the ACM on Measurement and …, 2017 - dl.acm.org
Cloud providers have begun to offer their surplus capacity in the form of low-cost transient
servers, which can be revoked unilaterally at any time. While the low cost of transient servers …

How not to bid the cloud

P Sharma, D Irwin, P Shenoy - 8th USENIX Workshop on Hot Topics in …, 2016 - usenix.org
Cloud providers have begun to allow users to bid for surplus servers on a spot market.
These servers are allocated if a user's bid price is higher than their market price and revoked …

Spotlake: Diverse spot instance dataset archive service

S Lee, J Hwang, K Lee - 2022 IEEE International Symposium …, 2022 - ieeexplore.ieee.org
Public cloud service vendors provide a surplus of computing resources at a cheaper price as
a spot instance. Despite the cheaper price, the spot instance can be forced to be shutdown …

Cutting the cost of hosting online services using cloud spot markets

X He, P Shenoy, R Sitaraman, D Irwin - Proceedings of the 24th …, 2015 - dl.acm.org
The use of cloud servers to host modern Internet-based services is becoming increasingly
common. Today's cloud platforms offer a choice of server types, including non-revocable on …

Farspot: Optimizing monetary cost for hpc applications in the cloud spot market

AC Zhou, J Lao, Z Ke, Y Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, we have witnessed many HPC applications developed and hosted in the cloud,
which can benefit from the elastic and diversified resources on the cloud, while on the other …

An empirical analysis of amazon ec2 spot instance features affecting cost-effective resource procurement

C Wang, Q Liang, B Urgaonkar - ACM Transactions on Modeling and …, 2018 - dl.acm.org
Many cost-conscious public cloud workloads (“tenants”) are turning to Amazon EC2's spot
instances because, on average, these instances offer significantly lower prices (up to 10 …

Transient guarantees: Maximizing the value of idle cloud capacity

S Shastri, A Rizk, D Irwin - SC'16: Proceedings of the …, 2016 - ieeexplore.ieee.org
To prevent rejecting requests, cloud platforms typically provision for their peak demand.
Thus, a platform's idle capacity can be significant, as demand varies widely over multiple …