Month: June 2023

Article originally posted on InfoQ. Visit InfoQ

Meta AI open-sourced the Massively Multilingual Speech (MMS) model, which supports automatic speech recognition (ASR) and text-to-speech synthesis (TTS) in over 1,100 languages and language identification (LID) in over 4,000 languages. MMS can outperform existing models and covers nearly 10x the number of languages.

MMS is based on the wav2vec model and is pre-trained on a dataset containing 491K hours of speech in 1,406 languages, which is based on existing cross-lingual datasets as well as a new dataset of 9,345 hours of unlabelled recordings of religious text readings, songs, and other speech in 3,860 languages. To fine-tune the ASR and TTS models, Meta used recordings of Bible readings in 1,107 languages, which provided labeled cross-lingual speech data. The fine-tuned MMS models can perform ASR and TTS in those 1,107 languages as well as LID in 4,017 languages. According to Meta,

Many of the world’s languages are in danger of disappearing, and the limitations of current speech recognition and speech generation technology will only accelerate this trend. We envision a world where technology has the opposite effect, encouraging people to keep their languages alive since they can access information and use technology by speaking in their preferred language.

Training speech processing AI models using supervised learning requires large datasets of labeled speech data—usually audio recordings paired with transcripts. For many languages such as English, such datasets are readily available; however, for low-resources languages with very few native speakers, collecting a large dataset might be impossible. Meta’s previous research on XLS-R and NLLB showed that a single cross-lingual model combined with self-supervised pre-training can, after fine-tuning on small amounts of data, perform well on approximately 100 languages, even on low-resource ones. More recently, InfoQ covered OpenAI’s Whisper and Google’s USM, which also support around 100 languages each.

To scale their model to handle thousands of languages, Meta needed an audio dataset with more languages. The team chose to use audio recordings of the Christian New Testament; this provided labeled audio data in over 1,000 languages, with an average of 32 hours per language. Although each language’s recording was a single speaker, usually male, the researchers found that this introduced very little bias in the final models: the models performed similarly in female and male benchmark audio. They also did not find any bias due to the model being trained largely on religious texts.

Meta’s chief AI scientist Yann LeCun called out several highlights of MMS on Twitter, noting in particular it has “half the word error rate of Whisper.” Several users pointed out that the model’s usefulness was limited by its non-commercial license. Another user pointed out other drawbacks, and questioned whether it was indeed better than Whisper:

In my testing, it performs worse than Whisper for transcription to text, mis-hearing words and not hearing implied punctuation.  Also it’s about 10x slower than Faster-Whisper. [MMS] uses 20 GB of RAM, while Whisper uses about 1 GB. For these reasons and others this is fairly impractical for people to use for a real application. Also note that you need to specify the language being spoken while Whisper will identify it for you. Hope these issues get resolved over time and OpenAI has a competitor eventually in this area.

The MMS code and pretrained model files are available on GitHub. A list of the supported languages for each task (ASR, TTS, and LID) is available online.

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Two Sigma Advisers LP acquired a new position in MongoDB, Inc. (NASDAQ:MDB – Get Rating) in the fourth quarter, according to its most recent Form 13F filing with the Securities and Exchange Commission. The firm acquired 124,200 shares of the company’s stock, valued at approximately $24,448,000. Two Sigma Advisers LP owned approximately 0.18% of MongoDB as of its most recent SEC filing.

A number of other institutional investors and hedge funds have also made changes to their positions in the business. Bessemer Group Inc. bought a new position in MongoDB during the 4th quarter valued at about $29,000. BI Asset Management Fondsmaeglerselskab A S bought a new position in MongoDB during the 4th quarter valued at about $30,000. Lindbrook Capital LLC grew its holdings in MongoDB by 350.0% during the 4th quarter. Lindbrook Capital LLC now owns 171 shares of the company’s stock valued at $34,000 after purchasing an additional 133 shares during the last quarter. Y.D. More Investments Ltd bought a new position in MongoDB during the 4th quarter valued at about $36,000. Finally, CI Investments Inc. boosted its position in MongoDB by 126.8% in the 4th quarter. CI Investments Inc. now owns 186 shares of the company’s stock valued at $37,000 after buying an additional 104 shares during the period. 84.86% of the stock is owned by hedge funds and other institutional investors.

Analysts Set New Price Targets

MDB has been the subject of a number of analyst reports. Tigress Financial reissued a “buy” rating and set a $365.00 target price on shares of MongoDB in a research report on Thursday, April 20th. Citigroup increased their target price on shares of MongoDB from $363.00 to $430.00 in a research report on Friday, June 2nd. Royal Bank of Canada increased their target price on shares of MongoDB from $235.00 to $400.00 in a research report on Friday, June 2nd. Credit Suisse Group decreased their target price on shares of MongoDB from $305.00 to $250.00 and set an “outperform” rating for the company in a research report on Friday, March 10th. Finally, Morgan Stanley raised shares of MongoDB from an “equal weight” rating to an “overweight” rating and increased their target price for the company from $230.00 to $270.00 in a research report on Wednesday, April 12th. One research analyst has rated the stock with a sell rating, two have assigned a hold rating and twenty-one have issued a buy rating to the company. Based on data from MarketBeat, the stock presently has an average rating of “Moderate Buy” and an average price target of $328.35.

Insiders Place Their Bets

In other MongoDB news, CTO Mark Porter sold 2,669 shares of the company’s stock in a transaction on Friday, June 2nd. The stock was sold at an average price of $381.12, for a total transaction of $1,017,209.28. Following the transaction, the chief technology officer now directly owns 37,667 shares in the company, valued at $14,355,647.04. The transaction was disclosed in a legal filing with the Securities & Exchange Commission, which can be accessed through the SEC website. In other news, CTO Mark Porter sold 2,669 shares of the stock in a transaction on Friday, June 2nd. The stock was sold at an average price of $381.12, for a total value of $1,017,209.28. Following the sale, the chief technology officer now directly owns 37,667 shares in the company, valued at $14,355,647.04. The sale was disclosed in a legal filing with the SEC, which can be accessed through this hyperlink. Also, CEO Dev Ittycheria sold 20,000 shares of the stock in a transaction on Thursday, June 1st. The shares were sold at an average price of $287.32, for a total value of $5,746,400.00. Following the completion of the transaction, the chief executive officer now directly owns 262,311 shares in the company, valued at approximately $75,367,196.52. The disclosure for this sale can be found here. Insiders have sold 106,682 shares of company stock worth $26,516,196 over the last ninety days. Corporate insiders own 4.80% of the company’s stock.

MongoDB Price Performance

MDB stock opened at $381.79 on Tuesday. MongoDB, Inc. has a 1 year low of $135.15 and a 1 year high of $398.89. The firm has a market capitalization of $26.74 billion, a PE ratio of -80.94 and a beta of 1.04. The business has a 50 day simple moving average of $263.28 and a 200-day simple moving average of $223.13. The company has a debt-to-equity ratio of 1.44, a current ratio of 4.19 and a quick ratio of 4.19.

MongoDB (NASDAQ:MDB – Get Rating) last released its quarterly earnings data on Thursday, June 1st. The company reported $0.56 EPS for the quarter, beating analysts’ consensus estimates of $0.18 by $0.38. MongoDB had a negative return on equity of 43.25% and a negative net margin of 23.58%. The firm had revenue of $368.28 million for the quarter, compared to analysts’ expectations of $347.77 million. During the same period in the prior year, the firm posted ($1.15) earnings per share. The firm’s quarterly revenue was up 29.0% on a year-over-year basis. Equities research analysts anticipate that MongoDB, Inc. will post -2.85 earnings per share for the current fiscal year.

MongoDB Profile

(Get Rating)

MongoDB, Inc provides general purpose database platform worldwide. The company offers MongoDB Atlas, a hosted multi-cloud database-as-a-service solution; MongoDB Enterprise Advanced, a commercial database server for enterprise customers to run in the cloud, on-premise, or in a hybrid environment; and Community Server, a free-to-download version of its database, which includes the functionality that developers need to get started with MongoDB.

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Article originally posted on InfoQ. Visit InfoQ

June update brings a new and updated version of the .NET Upgrade Assistant. With the latest release, the dotnet team ensures that the CLI tool now includes all the new features which are already available within the Visual Studio Extension engine. The latest release now offers developers a choice between Visual Studio and CLI experiences, allowing them to take advantage of the latest features and improvements offered by the .NET upgrade tool.

The Upgrade Assistant CLI tool is a valuable resource designed to aid developers in upgrading their applications to the most recent version of .NET. It also facilitates the migration process from older platforms, such as Azure Functions, WinForms, Xamarin.Forms and UWP, to newer alternatives. Now, this functionality is accessible through both the Visual Studio and command line experiences, providing developers with flexibility in their preferred workflow.

In a recent development, the .NET Upgrade Assistant CLI tool has been updated with a new engine, which mirrors the one used in the Visual Studio extension of Upgrade Assistant. This update enables developers to seamlessly transfer various types of applications while leveraging the power of AI during the upgrading process. As a result, developers now have access to enhanced capabilities within the tool, enhancing their overall upgrading journey.

The original announcement post provides step-by-step instructions for installing and utilizing the newly released .NET Upgrade Assistant CLI tool. To begin, users are advised to install the global .NET tool by executing the following command: dotnet tool install -g upgrade-assistant. For those who already have the tool installed and wish to update it to the latest version, the recommended command is dotnet tool update -g upgrade-assistant.

Once the tool is successfully installed, users can proceed with porting their applications. By navigating to the directory containing the desired project, developers can initiate the upgrade process by executing the command upgrade-assistant upgrade. Notably, the CLI tool offers an interactive interface that facilitates the selection of the specific project to be upgraded and the target .NET version. Utilizing the arrow keys, users can navigate the available options and press Enter to initiate the chosen task. This interactive approach simplifies the upgrading process and ensures efficient utilization of the tool’s functionalities.

In addition to this, a user named Mark Adamson wrote a comment with a proposal for future features. On June 2, 2023, the user wrote the following:

This looks great. It would be really useful if it had an option to purely convert a legacy project to the SDK project format. This is often the first step we do when migrating a legacy application because we can then get it merged in reasonably quickly and then follow up with updates to .net standard and then .net core at a later point.

Olia Gavrysh, an author of the original release post, published the tweet which gathered some of the community feedback. And one of those comments was related to the Entity Framework Core upgrade, a user named Maikel van Haaren, wrote the following:

The new CLI experience is looking good! Is there some list of other changes made to the tool? And whats the plan on supporting the upgrade from EF to EF Core? Any more concrete details on that?

… and Olia’s answer was:

the tool now supports all project types except WebForms (and upgrades for WCF will come soon). It has an improved way of upgrading the projects and all dependencies, such as nuget packages, using AI for some code upgrades, etc.

Based on these community discussions, developers can expect that support for the upgrade of WCF to WCF Core is coming soon to the .NET Upgrade Assistant tool.

Lastly, a survey is also available, to gather feedback on the newly updated features for upgrading .NET projects from CLI tools. Users are encouraged to share their experiences and suggest improvements by participating in the survey. More info and details about .NET Upgrade Assistant can be found on the official Microsoft dotnet website.

Article originally posted on InfoQ. Visit InfoQ

AWS announced the support of Kubernetes version 1.27, called Chill Vibes, for Amazon EKS and Amazon EKS Distro. In this version of Kubernetes there are a lot of new features that are generally available and some of them are potentially destructive for the clusters.

In 1.27 the seccomp is graduated as stable and activated by default: the RuntimeDefault seccomp profile will be used as default for all workloads. Passing –kubelet-extra-args "–seccomp-default" flag in the node bootstrap script or launch template, the default seccomp profile is set for all containers running on the node. In this way the seccomp profile is defined by the container runtime, instead of using the unconfined (seccomp disabled) mode. When the seccomp profile is enabled, some workloads may experience breakages, but it is possible to disable or create custom profiles for specific workloads. The security-profiles-operator allows defining and managing custom profiles for the workloads.

This Kubernetes version has some features that allow a better management of the pod topology and an easier way to spread balanced pods across various domains. In particular, #3022 unveils the minDomains parameter: gives the administrator the ability to set the minimum number of domains your pods should occupy, thereby guaranteeing a balanced spread of workloads across the cluster. #3094 introduces the nodeAffinityPolicy and nodeTaintPolicy parameters, which allow for an extra level of granularity in governing pod distribution according to node affinities and taints. This particular feature is linked with the NodeInclusionPolicyInPodTopologySpread gate. Lastly, #3243 implements the matchLabelKeys field in the topologySpreadConstraints in the pod’s specification, which permits the selection of pods for spreading calculations following a rolling upgrade.

In the previous versions, the Amazon EKS kubelet had a 10 requests per seconds limit for kubeAPIQPS with a burst limit of 20 requests for kubeAPIburst. In the 1.27 version, the kubeAPIQPS limit is raised to 50 requests per second and the kubeAPIBurst is now 100 requests per second. These new limits are adopted by the Amazon EKS optimized AMI and improve the pod start time when there is a demand of scaling requirements. These new limits allows Amazon EKS kubelet to manage faster the pod startups and allows smoother cluster operations.

In version 1.27 some API are deprecated as the other Kubernetes releases: k8s.gcr.io is frozen and now registry.k8s.io is the new repository for the Kubernetes images. It is important to update all the manifests and the configurations.

The seccomp alpha annotations (seccomp.security.alpha.kubernetes.io/pod and container.seccomp.security.alpha.kubernetes.io) have been removed, these annotations were already deprecated in version 1.19. A possible script to check where these annotations are used in a specific cluster is the following:

kubectl get pods --all-namespaces -o json | grep -E 'seccomp.security.alpha.kubernetes.io/pod|container.seccomp.security.alpha.kubernetes.io'

Since version 1.24 the default container runtime for Amazon EKS has been the Containerd. In the 1.27 the --container-runtime command for Kubelet is removed so It is mandatory to remove the --container-runtime argument for all the node creation scripts and workflow. In Terraform it’s important to remove the bootstrap_extra_args field:

  node_groups = {
    eks_nodes = {
      desired_capacity = 2
      max_capacity     = 10
      min_capacity     = 1

      instance_type = "m5.large"
      k8s_labels = {
        Environment = "test"
        Name        = "eks-worker-node"
      }

      additional_userdata = "echo foo bar"
      bootstrap_extra_args = "--container-runtime=your-runtime"
    }

And in eksctl:

  nodeGroups:
  - name: your-nodegroup-name
    instanceType: m5.large
    desiredCapacity: 3
    minSize: 1
    maxSize: 4
    kubeletExtraConfig:
      container-runtime: "your-runtime"

It is important to upgrade the Amazon EKS cluster to a supported version. The latest Amazon EKS that is out-of-support is 1.22 and the end-of-support date was June 4 2023, the next one is version 1.23 that will be end-of-support in October 2023.

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(Benny Marty/Shutterstock)

PayPal last month released the source code for JunoDB, a distributed key-value store it developed internally and which today powers a variety of backend services at the payment site, including 350 billion transaction requests per day, the company says.

JunoDB was originally developed over a decade ago in C++ to address the specific needs of the company, according to a May 17 blog post by Yaping Shi, principal MTS, architect at PayPal. The company was moving to a microservices architecture that would require supporting a large number of persistent inbound connections to data stores, but the company’s IT architects couldn’t find a suitable product to support that approach.

“Since no commercial or open-source solutions were available to handle the required scale out-of-the-box, we developed our own solution to adopt a horizontal scaling strategy for key-value stores,” Shi writes.

The new database would addresses two primary scaling needs in distributed key-value stores, according to Shi: handling the a large number of client connections, and handling growth in read and write throughput.

PayPal database developers created JunoDB with a proxy-based architecture to enable horizontal scaling. The JunoDB client library, which resides in the application, was developed to enable simple data actions through the JunoDB proxy, which manage requests from the clients, coordinates with the data stored on the JunoDB storage server, and provides load balancing. All data is encrypted, either at the client or the proxy layer using TLS; all stored data is also encrypted using TLS.

JunoDB architecture (Source: JunoDB GitHub page)

JunoDB utilizes consistent hashing to partition data and minimize data movement. To support horizontal scale, it shards data among a number of database partitions located on server nodes. It also uses shards within shards, or “micro shards,” which serve as building blocks for data redistribution, Shi writes.

“Our efficient data redistribution process enables quick incremental scaling of a JunoDB cluster to accommodate traffic growth,” Shi writes. “Currently, a large JunoDB cluster could comprise over 200 storage nodes, processing over 100 billion requests daily.”

JunoDB has since been rewritten in Golang to provide multi-threading and multi-core capabilities. With JunoDB’s data replication methods, including within-data center and cross-data center replication, the key-value store delivers six 9’s of system availability for PayPal.

JunoDB has become a critical part of PayPal’s infrastructure, and powers almost all of the company’s applications today. That includes use as a temporary cache for data, to reduce loads on relational databases, as a “latency bridge” for Oracle applications, and to provide “idempotency,” or a reduction in duplicate processing.

“While other NoSQL solutions may perform well in certain use-cases, JunoDB is unmatched when it comes to meeting PayPal’s extreme scale, security, and availability needs,” Shi writes.

The database is named after Juno, who was the queen of heaven in Greek mythology.

PayPal has released JunoDB under a permissive Apache 2.0 license. You can download JunoDB from GitHub at github.com/paypal/junodb.

Related Items:

PayPal Feeds the DL Beast with Huge Vault of Fraud Data

There’s a NoSQL Database for That

Vendors Compete to Make Serverless NoSQL in the Cloud Drop-Dead Simple

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Too Long; Didn’t Read

How fast Golang can be for processing a high number of messages coming from a Kafka topic?

We’ll see how in this article, where we do a real time data analysis. SPOILER: it is blazing fast.

Article originally posted on mongodb google news. Visit mongodb google news

Posted on mongodb google news. Visit mongodb google news

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The Manufacturers Life Insurance Company increased its holdings in shares of MongoDB, Inc. (NASDAQ:MDB – Get Rating) by 2.7% in the fourth quarter, according to its most recent disclosure with the SEC. The firm owned 42,038 shares of the company’s stock after purchasing an additional 1,096 shares during the period. The Manufacturers Life Insurance Company’s holdings in MongoDB were worth $8,356,000 as of its most recent filing with the SEC.

A number of other hedge funds and other institutional investors have also bought and sold shares of MDB. William Blair Investment Management LLC grew its holdings in MongoDB by 2,354.2% during the fourth quarter. William Blair Investment Management LLC now owns 387,366 shares of the company’s stock worth $76,249,000 after purchasing an additional 371,582 shares during the period. Marshall Wace LLP grew its holdings in MongoDB by 87.4% during the third quarter. Marshall Wace LLP now owns 696,998 shares of the company’s stock worth $138,396,000 after purchasing an additional 325,136 shares during the period. National Bank of Canada FI lifted its position in MongoDB by 5,168.6% during the fourth quarter. National Bank of Canada FI now owns 273,069 shares of the company’s stock worth $53,751,000 after acquiring an additional 267,886 shares during the last quarter. First Trust Advisors LP lifted its position in MongoDB by 72.9% during the fourth quarter. First Trust Advisors LP now owns 613,818 shares of the company’s stock worth $120,935,000 after acquiring an additional 258,783 shares during the last quarter. Finally, Eventide Asset Management LLC lifted its position in MongoDB by 236.2% during the third quarter. Eventide Asset Management LLC now owns 289,160 shares of the company’s stock worth $57,416,000 after acquiring an additional 203,160 shares during the last quarter. Institutional investors own 84.86% of the company’s stock.

MongoDB Price Performance

Shares of NASDAQ MDB traded up $3.21 during midday trading on Monday, reaching $377.72. 469,345 shares of the company were exchanged, compared to its average volume of 1,772,132. The stock’s 50-day moving average price is $263.28 and its 200-day moving average price is $223.13. The stock has a market cap of $26.46 billion, a P/E ratio of -80.41 and a beta of 1.04. MongoDB, Inc. has a one year low of $135.15 and a one year high of $398.89. The company has a quick ratio of 4.19, a current ratio of 4.19 and a debt-to-equity ratio of 1.44.

MongoDB (NASDAQ:MDB – Get Rating) last posted its earnings results on Thursday, June 1st. The company reported $0.56 earnings per share for the quarter, topping analysts’ consensus estimates of $0.18 by $0.38. The firm had revenue of $368.28 million for the quarter, compared to analysts’ expectations of $347.77 million. MongoDB had a negative net margin of 23.58% and a negative return on equity of 43.25%. The company’s revenue was up 29.0% on a year-over-year basis. During the same quarter in the previous year, the firm posted ($1.15) earnings per share. On average, sell-side analysts anticipate that MongoDB, Inc. will post -2.85 earnings per share for the current fiscal year.

Wall Street Analyst Weigh In

MDB has been the subject of several research reports. JMP Securities raised their price objective on shares of MongoDB from $245.00 to $370.00 in a research report on Friday, June 2nd. Piper Sandler lifted their price target on shares of MongoDB from $270.00 to $400.00 in a research report on Friday, June 2nd. William Blair reiterated an “outperform” rating on shares of MongoDB in a research report on Friday, June 2nd. Robert W. Baird lifted their price target on shares of MongoDB from $230.00 to $290.00 in a research report on Wednesday, May 31st. Finally, Needham & Company LLC lifted their price target on shares of MongoDB from $250.00 to $430.00 in a research report on Friday, June 2nd. One equities research analyst has rated the stock with a sell rating, two have given a hold rating and twenty-one have issued a buy rating to the company. Based on data from MarketBeat, the stock has an average rating of “Moderate Buy” and an average price target of $328.35.

Insider Buying and Selling

In related news, CAO Thomas Bull sold 605 shares of the business’s stock in a transaction on Monday, April 3rd. The shares were sold at an average price of $228.34, for a total value of $138,145.70. Following the sale, the chief accounting officer now owns 17,706 shares of the company’s stock, valued at $4,042,988.04. The sale was disclosed in a legal filing with the SEC, which is accessible through the SEC website. In other MongoDB news, CRO Cedric Pech sold 720 shares of the company’s stock in a transaction on Monday, April 3rd. The shares were sold at an average price of $228.33, for a total transaction of $164,397.60. Following the sale, the executive now owns 53,050 shares of the company’s stock, valued at $12,112,906.50. The sale was disclosed in a legal filing with the Securities & Exchange Commission, which is accessible through this hyperlink. Also, CAO Thomas Bull sold 605 shares of the company’s stock in a transaction on Monday, April 3rd. The shares were sold at an average price of $228.34, for a total transaction of $138,145.70. Following the sale, the chief accounting officer now directly owns 17,706 shares in the company, valued at approximately $4,042,988.04. The disclosure for this sale can be found here. Insiders have sold a total of 106,682 shares of company stock valued at $26,516,196 over the last 90 days. 4.80% of the stock is owned by insiders.

MongoDB Company Profile

(Get Rating)

MongoDB, Inc provides general purpose database platform worldwide. The company offers MongoDB Atlas, a hosted multi-cloud database-as-a-service solution; MongoDB Enterprise Advanced, a commercial database server for enterprise customers to run in the cloud, on-premise, or in a hybrid environment; and Community Server, a free-to-download version of its database, which includes the functionality that developers need to get started with MongoDB.

Featured Stories

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New Jersey, United States – Verified Market Research recently published a research report titled, “Global NoSQL Software Market Insight, Forecast 2030“. The Global NoSQL Software market is elaborately discussed in the report so as to help readers to gain a sound understanding of key trends, top strategies, and potential growth opportunities. The Global NoSQL Software report offers Porter’s Five Forces analysis, PESTEL analysis, and qualitative and quantitative analysis to give a complete and accurate picture of the current and future market situations. The analysts have carefully forecast the market size, CAGR, market share, revenue, production, and other vital factors with the help of industry-best primary and secondary research tools and methodologies. Players can use the Global NoSQL Software report to build effective strategies for concentrating on key segments and regions and boosting their business in the Global NoSQL Software market.

Our report includes ongoing and latest market trends, company market shares, market forecasts, competitive benchmarking, competitive mapping, and in-depth analysis of key sustainability tactics and their impact on market growth and competition. In order to estimate quantitative aspects and segment the Global NoSQL Software market, we used a recommended combination of top-down and bottom-up approaches. We studied the Global NoSQL Software market from three key perspectives through data triangulation. Our iterative and comprehensive research methodology helps us to provide the most accurate market forecasts and estimates with no to minimum errors.

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Amazon, Couchbase, MongoDB Inc., Microsoft, Marklogic, OrientDB, ArangoDB, Redis, CouchDB, DataStax.

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• Document Databases
• Key-vale Databases
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• Others

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• Social Networking
• Web Applications
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• Data Storage
• Others

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In this chapter of the Global NoSQL Software Market report, the researchers have explored the various regions that are expected to witness fruitful developments and make serious contributions to the market’s burgeoning growth. Along with general statistical information, the Global NoSQL Software Market report has provided data of each region with respect to its revenue, productions, and presence of major manufacturers. The major regions which are covered in the Global NoSQL Software Market report includes North America, Europe, Central and South America, Asia Pacific, South Asia, the Middle East and Africa, GCC countries, and others.

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(6) Which product type segment will exhibit high CAGR in future?

(7) Which application segment will grab a handsome share in the Global NoSQL Software industry?

(8) Which region is lucrative for the manufacturers?

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Article originally posted on mongodb google news. Visit mongodb google news

Posted on mongodb google news. Visit mongodb google news

The Manufacturers Life Insurance Company lifted its position in MongoDB, Inc. (NASDAQ:MDB – Get Rating) by 2.7% during the fourth quarter, according to its most recent 13F filing with the SEC. The institutional investor owned 42,038 shares of the company’s stock after buying an additional 1,096 shares during the period. The Manufacturers Life Insurance Company owned approximately 0.06% of MongoDB worth $8,356,000 at the end of the most recent reporting period.

Other hedge funds and other institutional investors also recently modified their holdings of the company. Raymond James & Associates raised its position in shares of MongoDB by 32.0% during the first quarter. Raymond James & Associates now owns 4,922 shares of the company’s stock worth $2,183,000 after purchasing an additional 1,192 shares during the period. PNC Financial Services Group Inc. raised its position in shares of MongoDB by 19.1% during the first quarter. PNC Financial Services Group Inc. now owns 1,282 shares of the company’s stock worth $569,000 after purchasing an additional 206 shares during the period. MetLife Investment Management LLC acquired a new stake in shares of MongoDB during the first quarter worth $1,823,000. Panagora Asset Management Inc. raised its position in shares of MongoDB by 9.8% during the first quarter. Panagora Asset Management Inc. now owns 1,977 shares of the company’s stock worth $877,000 after purchasing an additional 176 shares during the period. Finally, Vontobel Holding Ltd. raised its position in shares of MongoDB by 100.3% during the first quarter. Vontobel Holding Ltd. now owns 2,873 shares of the company’s stock worth $1,236,000 after purchasing an additional 1,439 shares during the period. Institutional investors own 84.86% of the company’s stock.

Insider Buying and Selling

In other MongoDB news, Director Hope F. Cochran sold 1,175 shares of the company’s stock in a transaction that occurred on Monday, April 3rd. The stock was sold at an average price of $228.33, for a total value of $268,287.75. Following the completion of the transaction, the director now owns 9,437 shares of the company’s stock, valued at approximately $2,154,750.21. The transaction was disclosed in a legal filing with the SEC, which is available at this hyperlink. In other MongoDB news, CAO Thomas Bull sold 605 shares of the company’s stock in a transaction that occurred on Monday, April 3rd. The stock was sold at an average price of $228.34, for a total value of $138,145.70. Following the completion of the transaction, the chief accounting officer now owns 17,706 shares of the company’s stock, valued at approximately $4,042,988.04. The transaction was disclosed in a legal filing with the SEC, which is available at this hyperlink. Also, Director Hope F. Cochran sold 1,175 shares of the company’s stock in a transaction that occurred on Monday, April 3rd. The shares were sold at an average price of $228.33, for a total value of $268,287.75. Following the completion of the sale, the director now owns 9,437 shares in the company, valued at $2,154,750.21. The disclosure for this sale can be found here. In the last 90 days, insiders sold 106,682 shares of company stock valued at $26,516,196. Insiders own 4.80% of the company’s stock.

Analysts Set New Price Targets

A number of equities research analysts have recently issued reports on MDB shares. Royal Bank of Canada boosted their target price on MongoDB from $235.00 to $400.00 in a research report on Friday, June 2nd. Truist Financial lifted their price target on MongoDB from $235.00 to $365.00 in a report on Friday, June 2nd. Mizuho lifted their price target on MongoDB from $180.00 to $220.00 in a report on Friday, June 2nd. Barclays lifted their price target on MongoDB from $280.00 to $374.00 in a report on Friday, June 2nd. Finally, KeyCorp lifted their price target on MongoDB from $229.00 to $264.00 and gave the company an “overweight” rating in a report on Thursday, April 20th. One equities research analyst has rated the stock with a sell rating, two have issued a hold rating and twenty-one have assigned a buy rating to the stock. Based on data from MarketBeat, the stock currently has an average rating of “Moderate Buy” and an average target price of $328.35.

MongoDB Stock Performance

Shares of NASDAQ MDB traded up $3.21 during trading hours on Monday, hitting $377.72. 469,345 shares of the company’s stock were exchanged, compared to its average volume of 1,772,132. MongoDB, Inc. has a 1-year low of $135.15 and a 1-year high of $398.89. The company has a debt-to-equity ratio of 1.44, a current ratio of 4.19 and a quick ratio of 4.19. The stock has a market capitalization of $26.46 billion, a price-to-earnings ratio of -80.41 and a beta of 1.04. The company’s 50-day moving average price is $263.28 and its 200-day moving average price is $223.13.

MongoDB (NASDAQ:MDB – Get Rating) last posted its quarterly earnings data on Thursday, June 1st. The company reported $0.56 earnings per share for the quarter, topping the consensus estimate of $0.18 by $0.38. MongoDB had a negative return on equity of 43.25% and a negative net margin of 23.58%. The business had revenue of $368.28 million during the quarter, compared to analysts’ expectations of $347.77 million. During the same quarter in the previous year, the firm earned ($1.15) EPS. The firm’s revenue was up 29.0% compared to the same quarter last year. On average, sell-side analysts expect that MongoDB, Inc. will post -2.85 earnings per share for the current fiscal year.

MongoDB Company Profile

(Get Rating)

MongoDB, Inc provides general purpose database platform worldwide. The company offers MongoDB Atlas, a hosted multi-cloud database-as-a-service solution; MongoDB Enterprise Advanced, a commercial database server for enterprise customers to run in the cloud, on-premise, or in a hybrid environment; and Community Server, a free-to-download version of its database, which includes the functionality that developers need to get started with MongoDB.

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Article originally posted on mongodb google news. Visit mongodb google news