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This design alternative is driven by the deeply ingrained belief that a lower block size results in more nodes taking part within the community as a result of internet hosting a complete copy of the blockchain requires less computational power and storage assets. The better the variety of Bitcoin nodes, the more decentralized the network.

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Let 𝒜=a1,a2,⋯,am𝒜subscript𝑎1subscript𝑎2⋯subscript𝑎𝑚mathcalA=a_1,a_2,cdots,a_mcaligraphic_A = italic_a start_POSTSUBSCRIPT 1 end_POSTSUBSCRIPT , italic_a begin_POSTSUBSCRIPT 2 finish_POSTSUBSCRIPT , ⋯ , italic_a start_POSTSUBSCRIPT italic_m end_POSTSUBSCRIPT characterize the set of Altcoins thought of in this paper, and b𝑏bitalic_b symbolize the Bitcoin. We signify the normalized prices of Altcoin a𝑎aitalic_a at timestep tisubscript𝑡𝑖t_iitalic_t start_POSTSUBSCRIPT italic_i end_POSTSUBSCRIPT as piasuperscriptsubscript𝑝𝑖𝑎p_i^aitalic_p begin_POSTSUBSCRIPT italic_i end_POSTSUBSCRIPT start_POSTSUPERSCRIPT italic_a end_POSTSUPERSCRIPT. On this paper, we make one timestep equal to 4 hours, and take the worth sequences of the past 24 timesteps (96 hours) as enter, and the long run three timesteps because the label to be predicted. For an input time window Tw=[t1,t2,⋯,t24]subscript𝑇𝑤subscript𝑡1subscript𝑡2⋯subscript𝑡24T_w=[t_1,t_2,cdots,t_24]italic_T begin_POSTSUBSCRIPT italic_w finish_POSTSUBSCRIPT = [ italic_t start_POSTSUBSCRIPT 1 finish_POSTSUBSCRIPT , italic_t begin_POSTSUBSCRIPT 2 end_POSTSUBSCRIPT , ⋯ , italic_t begin_POSTSUBSCRIPT 24 end_POSTSUBSCRIPT ], the value sequences of Altcoin a𝑎aitalic_a and Bitcoin b𝑏bitalic_b will be represented as