{"id":1101666,"date":"2024-11-06T11:41:24","date_gmt":"2024-11-06T19:41:24","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=1101666"},"modified":"2025-10-10T10:40:37","modified_gmt":"2025-10-10T17:40:37","slug":"cuttlefish-a-fair-predictable-execution-environment-for-cloud-hosted-financial-exchanges","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/cuttlefish-a-fair-predictable-execution-environment-for-cloud-hosted-financial-exchanges\/","title":{"rendered":"Cuttlefish: A Fair, Predictable Execution Environment for Cloud-hosted Financial Exchanges"},"content":{"rendered":"<p>Recent years have seen rising interest in expanding and equalizing access to low-latency algorithmic trading for a wider group of participants, including retail traders. Cloud-hosted financial exchanges promise a cost-effective platform more accessible to traders.<br \/>\nUnfortunately, achieving fairness in cloud environments is challenging due to unpredictable network latencies as well as non-deterministic computation times.<\/p>\n<p>This work presents Cuttlefish, a fair-by-design algorithmic trading platform that can run in cloud environments.<br \/>\nThe idea behind Cuttlefish, is the efficient and robust mapping of real operations to a novel formulation of `virtual time.&#8217;<br \/>\nWith it, Cuttlefish pushes fairness to the extreme regardless of the underlying network communication and computation hardware.<br \/>\nOur implementation and evaluation not only validates the practicality of Cuttlefish, but also shows its operational efficiency on public cloud platforms.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Recent years have seen rising interest in expanding and equalizing access to low-latency algorithmic trading for a wider group of participants, including retail traders. Cloud-hosted financial exchanges promise a cost-effective platform more accessible to traders. Unfortunately, achieving fairness in cloud environments is challenging due to unpredictable network latencies as well as non-deterministic computation times. This [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"","msr_number":"","msr_organization":"","msr_pages_string":"","msr_page_range_start":"","msr_page_range_end":"","msr_series":"","msr_volume":"","msr_copyright":"","msr_conference_name":"Advances in Financial 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