Posts Tagged ‘Vonage’
[NodeCongress2021] Nodejs Runtime Performance Tips – Yonatan Kra
Amidst the clamor of high-stakes deployments, where milliseconds dictate user satisfaction and fiscal prudence, refining Node.js execution emerges as a paramount pursuit. Yonatan Kra, software architect at Vonage and avid runner, recounts a pivotal incident—a customer’s frantic call amid a faltering microservice, where a lone sluggish routine ballooned latencies from instants to eternities. This anecdote catalyzes his compendium of runtime enhancements, gleaned from battle-tested optimizations.
Yonatan initiates with diagnostic imperatives: Chrome DevTools’ performance tab chronicles timelines, flagging CPU-intensive spans. A contrived endpoint—filtering arrays via nested loops—exemplifies: record traces reveal 2-3 second overruns, dissected via flame charts into redundant iterations. Remedies abound: hoist computations outside loops, leveraging const for immutables; Array.prototype.filter supplants bespoke sieves, slashing cycles by orders.
Garbage collection looms large; Yonatan probes heap snapshots, unveiling undisposed allocations. An interval emitter appending to external arrays evades reclamation, manifesting as persistent blue bars—unfreed parcels. Mitigation: nullify references post-use, invoking gc() in debug modes for verification; gray hues signal success, affirming leak abatement.
Profiling Memory and Function Bottlenecks
Memory profiling extends to production shadows: –inspect flags remote sessions, timeline instrumentation captures allocations sans pauses. Yonatan demos: API invocations spawn specials, uncollected until array clears, transforming azure spikes to ephemeral grays. For functions, Postman sequences gauge holistically—from ingress to egress—isolating laggards for surgical tweaks.
Yonatan dispels myths: performance isn’t arcane sorcery but empirical iteration—profile relentlessly, optimize judiciously. His zeal, born of crises, equips Node.js stewards to forge nimble, leak-free realms, where clouds yield dividends and users endure no stutter.
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[NodeCongress2021] Push Notifications: Can’t Live With Em, Can’t Live Without Em – Avital Tzubeli
In an era where digital alerts permeate daily rhythms, the orchestration of push notifications embodies a delicate equilibrium between immediacy and reliability. Avital Tzubeli, a backend engineer at Vonage, unravels this dynamic through her recounting of the message bus at the heart of their communications platform—a conduit dispatching 16 million dispatches daily, contending with temporal pressures and infrastructural strains. Drawing from Hebrew folklore, where a louse embarks on a globetrotting odyssey, Avital likens notifications to intrepid voyagers navigating service boundaries.
Avital’s tale unfolds across Vonage’s ecosystem: inbound triggers from Frizzle ingress via RabbitMQ queues, auto-scaling consumers in HTTP services validate payloads, appending trace IDs for audit trails. Continuation Local Storage (CLS-Hooked) embeds identifiers in request scopes, facilitating log enrichment without prop modifications. As payloads traverse to PushMe—Vonage’s dispatch hub—interceptors affix traces to Axios headers, ensuring end-to-end visibility.
This choreography yields sub-15ms latencies: Frizzle to HTTP in milliseconds, thence to PushMe, culminating in device delivery via APNS or FCM. Avital spotlights middleware elegance—CLS-Hooked instances persist contexts, auto-injecting IDs into logs or headers, oblivious to underlying transports.
Architectural Resilience and Observability
Resilience pivots on RabbitMQ’s durability: dead-letter exchanges quarantine failures, retries exponential backoffs temper bursts. Monitoring via Grafana dashboards tracks queue depths, consumer lags; alerts preempt pileups. Avital shares code vignettes—middleware instantiation, trace retrieval, log augmentation—revealing CLS-Hooked’s prowess in decoupling concerns.
For broader applicability, Avital posits analogous buses for event sourcing or microservice fan-outs: RabbitMQ’s ACK semantics guarantee at-least-once semantics, complemented by idempotent handlers. Blaming externalities like Apple for undelivered alerts underscores the perils of third-party dependencies, yet Vonage’s stack—Node.js scripts fueling the frenzy—exemplifies robust engineering.
Avital’s odyssey, though sans parasitic flair, affirms notifications’ global sprint, propelled by vigilant teams and scalable sinews.