{"product_id":"software-telemetry","title":"Software Telemetry","description":"\u003cp\u003e\u003ci\u003eSoftware Telemetry\u003c\/i\u003e\u003cb\u003e shows you how to efficiently collect, store, and analyze system and application log data so you can monitor and improve your systems.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eSummary\u003cbr\u003eIn \u003ci\u003eSoftware Telemetry\u003c\/i\u003e you will learn how to:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eManage toxic telemetry and confidential records\u003c\/li\u003e\n\u003cli\u003eMaster multi-tenant techniques and transformation processes\u003c\/li\u003e\n\u003cli\u003eUpdate to improve the statistical validity of your metrics and dashboards\u003c\/li\u003e\n\u003cli\u003eMake software telemetry emissions easier to parse\u003c\/li\u003e\n\u003cli\u003eBuild easily-auditable logging systems\u003c\/li\u003e\n\u003cli\u003ePrevent and handle accidental data leaks\u003c\/li\u003e\n\u003cli\u003eMaintain processes for legal compliance\u003c\/li\u003e\n\u003cli\u003eJustify increased spend on telemetry software\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003ci\u003eSoftware Telemetry\u003c\/i\u003e teaches you best practices for operating and updating telemetry systems. These vital systems trace, log, and monitor infrastructure by observing and analyzing the events generated by the system. This practical guide is filled with techniques you can apply to any size of organization, with troubleshooting techniques for every eventuality, and methods to ensure your compliance with standards like GDPR.\u003c\/p\u003e\u003cp\u003ePurchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\u003c\/p\u003e\u003cp\u003eAbout the technology\u003cbr\u003eTake advantage of the data generated by your IT infrastructure! Telemetry systems provide feedback on what’s happening inside your data center and applications, so you can efficiently monitor, maintain, and audit them. This practical book guides you through instrumenting your systems, setting up centralized logging, doing distributed tracing, and other invaluable telemetry techniques.\u003c\/p\u003e\u003cp\u003eAbout the book\u003cbr\u003e\u003ci\u003eSoftware Telemetry\u003c\/i\u003e shows you how to efficiently collect, store, and analyze system and application log data so you can monitor and improve your systems. Manage the pillars of observability—logs, metrics, and traces—in an end-to-end telemetry system that integrates with your existing infrastructure. You’ll discover how software telemetry benefits both small startups and legacy enterprises. And at a time when data audits are increasingly common, you’ll appreciate the thorough coverage of legal compliance processes, so there’s no reason to panic when a discovery request arrives.\u003c\/p\u003e\u003cp\u003eWhat's inside\u003c\/p\u003e\u003cp\u003eMulti-tenant techniques and transformation processes\u003cbr\u003eToxic telemetry and confidential records\u003cbr\u003eUpdates to improve the statistical validity of your metrics and dashboards\u003cbr\u003eRevisions that make software telemetry emissions easier to parse\u003c\/p\u003e\u003cp\u003eAbout the reader\u003cbr\u003eFor software developers and infrastructure engineers supporting and building telemetry systems.\u003c\/p\u003e\u003cp\u003eAbout the author\u003cbr\u003e\u003cb\u003eJamie Riedesel\u003c\/b\u003e is a staff engineer at Dropbox with over twenty years of experience in IT.\u003c\/p\u003e\u003cp\u003eTable of Contents\u003cbr\u003e1 Introduction\u003cbr\u003ePART 1 TELEMETRY SYSTEM ARCHITECTURE\u003cbr\u003e2 The Emitting stage: Creating and submitting telemetry\u003cbr\u003e3 The Shipping stage: Moving and storing telemetry\u003cbr\u003e4 The Shipping stage: Unifying diverse telemetry formats\u003cbr\u003e5 The Presentation stage: Displaying telemetry\u003cbr\u003e6 Marking up and enriching telemetry\u003cbr\u003e7 Handling multitenancy\u003cbr\u003ePART 2 USE CASES REVISITED: APPLYING ARCHITECTURE CONCEPTS\u003cbr\u003e8 Growing cloud-based startup\u003cbr\u003e9 Nonsoftware business\u003cbr\u003e10 Long-established business IT\u003cbr\u003ePART 3 TECHNIQUES FOR HANDLING TELEMETRY\u003cbr\u003e11 Optimizing for regular expressions at scale\u003cbr\u003e12 Standardized logging and event formats\u003cbr\u003e13 Using more nonfile emitting techniques\u003cbr\u003e14 Managing cardinality in telemetry\u003cbr\u003e15 Ensuring telemetry integrity\u003cbr\u003e16 Redacting and reprocessing telemetry\u003cbr\u003e17 Building policies for telemetry retention and aggregation\u003cbr\u003e18 Surviving legal processes\u003c\/p\u003e\u003cp\u003e\u003cb\u003eEbook License\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eEnd-User Warranty And License Agreement\u003c\/p\u003e\u003cp\u003e1. 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