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Recall: NNS in High Dimensional Euclidean Space •Naïve (but exact) solution: • Linear scan: compute 𝑑𝑖𝑠𝑡(𝑜, 𝑞) for all 𝑜 ∈ 𝐷 •𝑑𝑖𝑠𝑡𝑜,𝑞=σ𝑑 𝑜𝑖−𝑞𝑖 𝑖=1 •𝑂 𝑛𝑑 • 𝑛 times (𝑑 subtractions + 𝑑 − 1 additions + 𝑑 multiplications) • Storage is also costly: 𝑂 𝑛𝑑 • Could be problematic in DBMS and distributed
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COMP5349 – Cloud Computing Week 10: Cloud Storage and Database Service Dr. Ying Zhou School of Computer Science Outline n Cloud Storage and Database Services n Google Bigtable n Windows Azure Storage n Amazon Dynamo n Amazon Aurora Some slides are based on COMP5338, 2018 (Y. Zhou) COMP5349 “Cloud Computing” – 2020 (Y. Zhou )
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