From Eager Futures/Promises to Lazy Continuations Evolving an Actor Library Based on Lessons Learned from Large-Scale Deployments Benjamin Hindman @benh CppCon 2021prologue ● past life at UC

papers & the LINPACK benchmark (associated with the TOP500 list of supercomputers).22 1980’s: Evolving computer architectures expanded BLAS Architecture Mainframe Vector Parallel / memory hierarchy years 1973 - 79 1984 - 88 1987 - 1990 Univac 1108 (1970) Cray 1 (1976) CM-2 (1986-87)23 1980’s: Evolving computer architectures expanded BLAS Architecture Mainframe Vector Parallel / memory hierarchy sequential implementation 3. Increasing potential data reuse, loop fusion, & parallelism24 1980’s: Evolving computer architectures expanded BLAS Architecture Mainframe Vector Parallel / memory hierarchy

framework for IT that can keep pace with rapidly changing technologies and operations, including the evolving cyber threat. Countless articles and reports have documented the failure of IT programs in the following a set of prescribed processes, but is designed to allow dynamic, tailored, and rapidly evolving approaches to support each organization’s IT environment. “You never know less than on the day Teams capture and prioritize themes, epics, and user stories in databases known as backlogs, evolving prioritized queues of requirements identified by the operational and technical stakeholders. A

enforcement Step 1 Step 2 Step 3 Step 4 Declarative Intent Replace Hardware AZ Architecture Evolving Security Current Status #IstioCon Step 1: Access Point Spec ● Capture Traffic Management Server Pods, Services Workload Cluster watch Services talk directly #IstioCon Step 4: Evolving Security ● Dial-tone security (Peer AuthN) using mutual TLS ○ Leverage SPIFFE Trust Domain ■ DiscoverySelectors ○ Overall, create macro-segments for different environments #IstioCon Step 4: Evolving Security ● Origin or Request Authentication ○ Internal OpenID implementation for origin authentication

geopolitical. No doubt, people (and machines) will improve on the points as we all aim to adapt to this evolving journey as knowledge – and its distribution – get leveled up rapidly in new ways. Special thanks ElevenLabs Monthly Global Site Visits (MM), per Similarweb – 1/23-4/2547 …AI Performance = Evolving to Mainstream Realistic Audio Translation / Generation Note: Revenue annualized using Q1:25 results less assistant, more service provider. What began as basic conversational interfaces may now be evolving into something far more capable. Traditional chatbots were designed to respond to user prompts

"Her" is a disturbing study revealing the direction humanity is headed if AI is allowed to keep evolving, unchecked. I wish there were more movies like this masterpiece. Sentiment: Output POSITIVE Table "Her" is a disturbing study revealing the direction humanity is headed if AI is allowed to keep evolving, unchecked. It's so disturbing I couldn't watch it. Sentiment: Output NEGATIVE Table 3. An example "Her" is a disturbing study revealing the direction humanity is headed if AI is allowed to keep evolving, unchecked. It's so disturbing I couldn't watch it. Schema: ``` MOVIE: { "sentiment": String "POSITIVE"

O&M, and significantly reduces subsequent maintenance costs. Challenges iNICs are gradually evolving into DPUs/IPUs, becoming an increasingly important part of cloud and data center infrastructure amount of service code on the management plane is needed to ensure software compatibility and evolving services, as well as reducing component maintenance costs. Features The figure illustrates the of NVMe commands and improves the I/O processing capability (IOPS) of a single CPU. Challenges Evolving storage media such as NVMe solid state drives (SSDs) and storage class memory (SCM) have resulted

Data Layer? A Real-Time Unified Data Layer (UDL) is an architectural approach designed to meet the evolving demands of modern industries by consolidating diverse data sources into a single, real-time, scalable for fast-paced business environments. Dynamic schema and indexing: CrateDB adapts seamlessly to evolving data types and schema changes without interrupting operations. Real-time data is immediately available

although GitOps isn’t necessarily new, it certainly feels that way because Kubernetes is still an evolving topic in the industry. A DevOps Operating Model Kubernetes uses a declarative model to define desired state. In short, although a monorepo is a valid choice, it can be quickly outgrown by the evolving requirements of the organization’s operational needs. It can work if the team managing the environment

going to build the web of the next decade. CSS has improved a lot in the past few years and it's evolving fast. Even if you don't write CSS for a living, knowing how CSS works can help save you some headaches structure of the document, rather than how things should look in the browser. CSS is continuously evolving, and CSS you used 5 years ago might just be outdated, as new idiomatic CSS techniques emerged and