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Malwarebytes Case Study

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CASE STUDY About Qubole Qubole is revolutionizing the way companies activate their data — the process of putting data into active use across their organizations. With Qubole's cloud-native big data platform, companies activate petabytes of data exponentially faster, for everyone and any use case, while continuously lowering costs. Qubole overcomes the challenges of expanding users, use cases, and variety and volume of data while constrained by limited budgets and a global shortage of big data skills. Qubole offers the only platform that delivers freedom of choice, eliminating legacy lock in — use any engine, any tool, and any cloud to match your company's needs. Qubole investors include CRV, Harmony Partners, IVP, Lightspeed Venture Partners, Norwest Venture Partners, and Singtel Innov8. For more information visit FOR MORE INFORMATION Contact: Try Qubole for Free: [email protected] 469 El Camino Real, Suite 205 Santa Clara, CA 95050 (855) 423-6674 | [email protected] WWW.QUBOLE.COM • Workload and SLA-aware autoscaling of compute resources yields greater data-processing capacity at much lower costs • Improved efficiency produces meaningful data and more powerful insights • Easy user on-boarding resulting in high adoption • Quick, tangible ROI • Ease of administration aided by top-notch support Business Value Malwarebytes' initial needs required Qubole primarily for building data pipelines for downstream uses, "but we have started using Qubole for more data science– focused activities," he says—things like modeling and analytics. And, he says, "Qubole's notebooks are very good." Vasishta is also intrigued by Qubole's serverless query engine, called Quantum. "I'm interested to see if we can use Quantum to do serverless SQL querying, particularly for occasional users," he says. Looking Ahead Data science and SQL as a service— those are two things we are actively looking at using Qubole for." " Manju Vasishta Director of Data Science & Engineering Malwarebytes

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