实例探究 > Debunking the Free Open Source Myth: How Signal Replaced Open Source Cassandra with Aerospike® for Superior TCO and Operations

Debunking the Free Open Source Myth: How Signal Replaced Open Source Cassandra with Aerospike® for Superior TCO and Operations

公司规模
1,000+
地区
  • America
国家
  • United States
产品
  • Aerospike Hybrid-Memory Architecture™
  • Aerospike Cross-Datacenter Replication (XDR)
  • AWS M4.2xlarge nodes
技术栈
  • NoSQL Database
  • SSD Storage
  • DRAM
  • AWS i3.8xlarge instances
实施规模
  • Enterprise-wide Deployment
影响指标
  • Cost Savings
  • Customer Satisfaction
  • Innovation Output
  • Productivity Improvements
技术
  • 分析与建模 - 预测分析
  • 基础设施即服务 (IaaS) - 云存储服务
  • 平台即服务 (PaaS) - 数据管理平台
适用行业
  • Professional Service
  • Software
适用功能
  • 商业运营
  • 产品研发
用例
  • 实时定位系统 (RTLS)
  • 远程资产管理
服务
  • 云规划/设计/实施服务
  • 软件设计与工程服务
  • 系统集成
关于客户
Signal is a leading SaaS provider of data onboarding and real-time identity resolution. Their technology platform empowers people-based marketers to enhance customer experiences by providing relevance across all channels, regardless of place or time. Signal's Customer Identity Platform (CIP) is designed to continuously identify and update customer activity both online and offline, maintain customer profiles with full brand interactions and history, and activate marketing through connections to various platforms. The company faced significant challenges with their existing data store, Cassandra, which was becoming increasingly expensive, unreliable, and nonperforming, affecting their business processes and SLAs.
挑战
Signal, an identity resolution platform, faced significant challenges with their existing data store, Cassandra. The platform was becoming increasingly expensive, unreliable, and nonperforming, leading to large and unpredictable latency responses and uptime issues. These problems were affecting every element of their business processes, resulting in more frequent and severe incidents. The Cassandra clusters were difficult to maintain and required high-touch operations, diverting resources from higher-value projects. Signal's Customer Identity Platform (CIP) had grown to over 550 servers, leading to server sprawl and unpredictable performance, negatively impacting the company's SLAs. The projected 25% data growth further complicated the situation, prompting the search for a new solution.
解决方案
Signal decided to replace their existing Cassandra data store with Aerospike. Aerospike offered a low total cost of ownership, high performance at scale, and ease of scaling. During the presales process, Aerospike's engineering team demonstrated a deep understanding of Signal's problems, giving them confidence in the solution. Aerospike's Hybrid-Memory Architecture™ (HMA) allowed for high performance with only indexes in memory while persisting data on SSD, requiring a much lower server footprint than Cassandra. This resulted in significant cost savings and improved performance. Aerospike's Cross-Datacenter Replication (XDR) feature enabled real-time cross-datacenter replication across regions, further enhancing performance and reliability. Signal saw immediate improvements, including a 68% reduction in TCO, 100x performance improvement, and increased data reliability. The switch to Aerospike allowed Signal to focus on strategic initiatives and accelerate key business processes.
运营影响
  • Signal saw immediate improvements in performance and reliability after switching to Aerospike. The p50 performance estimate was at 10 microseconds, almost a thousand times faster than before.
  • The reduction in server count from 450 to 60 significantly decreased the time spent on server maintenance, freeing up engineering cycles for strategic initiatives.
  • Signal's large-scale business processes became much faster, with some processes improving by 10x and others by 60x.
  • The high performance of Aerospike allowed Signal to conduct ongoing analysis with ease while systems were online and running, a significant improvement over the previous solution.
  • Aerospike's Cross-Datacenter Replication (XDR) feature enabled real-time cross-datacenter replication, enhancing data reliability and performance.
数量效益
  • 68% reduction in total cost of ownership (TCO) over three years.
  • Reduction in server count from 450 with Cassandra to just 60 with Aerospike.
  • 100x performance improvement, with p99s plunging from 3,900 milliseconds to 23 milliseconds.
  • Processes that used to take six days now take only 14 hours – a 10x improvement.
  • Processes that took three hours now only require three minutes – a 60x improvement.

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