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Pepperdata Inc. has formed a partnership with Amazon Web Services Inc. to leverage Pepperdata’s technology and help customers realize cost savings while using AWS’s cloud services. Pepperdata was founded in 2012 and initially focused on providing cost-savings solutions for on-premises big data infrastructure. As machine learning has become more popular, the scope of big data has expanded and cloud providers have offered more tools. Pepperdata has evolved to meet the changing needs of the industry.